Table of Contents

• 1  Постановка задачи.
• 2  Подготовка данных. Исследовательский анализ.
  • 2.1  Импорты.
  • 2.2  Предобработка.
  • 2.3  Распределение значений, балансы классов.
  • 2.4  Объединение таблиц.
• 3  Исследование моделей.
  • 3.1  Формирование выборок.
  • 3.2  Обработка признаков.
  • 3.3  Константная модель.
  • 3.4  Логистическая регрессия.
    • 3.4.1  Графики ROC и Precision-Recall.
    • 3.4.2  Выбор порога threshold полученной модели.
  • 3.5  Случайный лес.
    • 3.5.1  Графики ROC и Precision-Recall.
    • 3.5.2  Выбор порога threshold полученной модели.
  • 3.6  Градиентный бустинг.
    • 3.6.1  Кросс-валидация.
    • 3.6.2  Графики ROC и Precision-Recall.
    • 3.6.3  Выбор порога threshold полученной модели.
  • 3.7  Нейронная сеть для классификации.
    • 3.7.1  Предобработка, параметры, архитектура сети.
    • 3.7.2  Однослойная нейросеть - логистическая регрессия.
    • 3.7.3  Многослойная нейросеть для бинарной классификации.
• 4  Выбор наилучшего решения. Выводы.
  • 4.1  Значимость признаков, дисбаланс классов в целевом признаке.
• 5  Сохранение результатов.

Модели оттока клиентов оператора моб.связи

выполнил: Морозов Е.А.

*Задача*:

Для удержания абонентской базы оператор связи ********* хочет прогнозировать отток клиентов. Если выяснится, что пользователь планирует уйти, ему должны быть предложены специальные условия обслуживания. Команда оператора собрала персональные данные о некоторых клиентах, информацию об их тарифах и договорах.

*Описание услуг оператора:*

Оператор предоставляет два основных типа услуг:

1. Стационарную телефонную связь. Возможно подключение телефонного аппарата к нескольким линиям одновременно.
2. Интернет. Подключение может быть двух типов: через телефонную линию (DSL, от англ. digital subscriber line, «цифровая абонентская линия») или оптоволоконный кабель (Fiber optic).

Также доступны такие услуги:

• Интернет-безопасность: антивирус (DeviceProtection) и блокировка небезопасных сайтов (OnlineSecurity);
• Выделенная линия технической поддержки (TechSupport);
• Облачное хранилище файлов для резервного копирования данных (OnlineBackup);
• Стриминговое телевидение (StreamingTV) и каталог фильмов (StreamingMovies).

За услуги клиенты могут платить каждый месяц или заключить договор на 1–2 года. Доступны различные способы расчёта и возможность получения электронного чека.

*Описание данных*:

Данные состоят из файлов, полученных из разных источников:

• contract.csv — информация о договоре;
• personal.csv — персональные данные клиента;
• internet.csv — информация об интернет-услугах;
• phone.csv — информация об услугах телефонии.

Во всех файлах столбец customerID содержит код клиента.

Информация о договорах актуальна на 1 февраля 2020.
Данные находятся в файле по адресу ./datasets/.../...

*Признаки (по таблицам)*:

	contract.csv:	personal.csv:	phone.csv:	phone.csv:
customerID - код клиента	customerID - код клиента	customerID - код клиента	customerID - код клиента
BeginDate – дата начала пользования услугами	gender – пол клиента	MultipleLines – возможность ведения параллельных линий во время звонка	InternetService - интернет-безопасность
EndDate – дата окончания пользования услугами	Dependents – наличие иждивенцев		DeviceProtection - защита устройтсва
Type – тип оплаты (ежемесячный, годовой и т.д.)	Senior Citizen – наличие пенсионного статуса по возрасту		TechSupport - выделенная линия технической поддержки
PaperlessBilling – безналичный расчет	Partner – наличие супруга(и)		OnlineSecurity - антивирус и блокировка небезопасных сайтов
PaymentMethod – способ оплаты			OnlineBackup - облачное хранилище файлов для резервного копирования данных
MonthlyCharges – ежемесячные траты на услуги			StreamingTV - стриминговое телевидение
TotalCharges – всего потрачено денег на услуги			StreamingMovies - каталог фильмов
				TechSupport - расширенная тех.поддержка

---

Предполагаемый ход исследования

Исследование и решение задачи разбивается на следующие этапы:

1. Декомпозиция

   • Определение целей иследования. Определение типа задачи (регрессия, классификация).
   • Загрузка, предобработка, исследовательский анализ (EDA) данных с целью поиска взаимосвязей в данных и оценки значимости признаков.
   • Подготовка выборки с данными, исправление ошибок, обогащение данных с пом. синтеза признаков на основе имеющихся данных. Разметка данных при необходимости выделения целевого признака.

2. Выбор моделей и метрик.

   • Выделение признаков и целевого признака, формирование обучающей и тестовой выборок. Обработка значений для машинного обучения (масштабирование и кодирование).
   • Выбор подходящих моделей для машинного обучения.
   • Выбор меры для сравнения эффективности обучения моделей. Выбор метрики для оценки модели пользователем / бизнесом (может не совпадать с мерой, по которой сравниваются модели).
   • Получение базовой оценки на обучающей выборке (DummyClassifier / DummyRegressor или иное предсказание по среднему), от которого можно отталкиваться в дальнейшем исследовании.

3. Обучение моделей.

   • Обучение различных ML-моделей. Настройка гиперпараметров для повышения эффективности. Проверка на наличие утечек данных.
   • Сравнение полученных результатов по выбранной мере для выбора наилучшей модели. Получение оценки на кросс-валидации.
   • Выбор наилучшей модели, получение оценки на тестовой выборке. Сравнение с базовой моделью на тестовой выборке. Обоснование выбора с использованием рабочей и бизнес-метрик.

---

Постановка задачи.

Согласно легенде оператор связи хочет прогнозировать отток клиентов, чтобы научиться удерживать их, если пользователь планирует уйти. В таком случае для удержания ему будут предложены промокоды и специальные условия. Обучать модели предстоит на предоставленных оператором персональных данных о некоторых клиентах, информации об их тарифах и договорах.

Стоит задача бинарной классификации для предсказания оттока клиентов. Модель должна будет определить, остаётся ли клиент активным пользователем услуг - такие клиенты будут отнесены к *классу 1, или прекращает использование - такие клиенты будут отнесены к классу 0*. Данные в дальнейшем могут быть переданы соответствующим отделам в орг. структуре оператора для работы с клиентами.

Данные выгружены в сыром виде, без разметки целевого признака, её нужно будет провести самостоятельно на основании имеющихся данных. Также кажется логичным объединить таблицы набора данных в один датасет для обогащения пространства признаков.

Подготовка данных. Исследовательский анализ.

Подготовим данные и проведем исследовательский анализ EDA, в конце составим план решения задачи (изложим 3–5 основных шагов с кратким поясниенем).

Импорты.

Импортируем требующиеся библиотеки:

# импорт библиотек
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
import seaborn as sns
sns.set_style('whitegrid')
np.set_printoptions(precision=4)

from catboost import CatBoostClassifier
from catboost import Pool, cv
from catboost.utils import get_roc_curve

from sklearn.compose import ColumnTransformer
from sklearn.dummy import DummyClassifier
from sklearn.ensemble import RandomForestClassifier
from sklearn.impute import SimpleImputer
from sklearn.inspection import permutation_importance
from sklearn.linear_model import LogisticRegression
from sklearn.metrics import f1_score, roc_auc_score, roc_curve, precision_score, recall_score,\
                            precision_recall_curve, accuracy_score, auc, classification_report, \
                            confusion_matrix, ConfusionMatrixDisplay
from sklearn.model_selection import train_test_split, GridSearchCV, cross_val_score, cross_val_predict,\
                                    KFold, cross_validate
from sklearn.pipeline import Pipeline
from sklearn.preprocessing import StandardScaler, OneHotEncoder, MinMaxScaler

from tensorflow import keras
from tensorflow.keras import Sequential
from tensorflow.keras.layers import Dense

# отключим предупреждения:
import warnings
warnings.simplefilter('ignore')
pd.options.mode.chained_assignment = None # чтобы избавиться от конфликта pandas и sklearn

Предобработка.

Прочитаем .csv-файлы в таблицы Pandas и проверим содержимое.

# читаем файлы в словарь, где они будут храниться
csv = ['contract.csv','personal.csv','internet.csv','phone.csv']
df_dict = {i[:-4]:pd.read_csv('/datasets/final_provider/'+i, true_values=['Yes','1'],\
                         false_values=['No','0'], parse_dates=[1]) for i in csv}

# вывод информации о хранящихся значениях
print(f'\nСодержимое csv-файлов проекта ({len(csv)} таблицы).')
for file in df_dict:
    print()
    print(f'\t\033[1mТаблица "{file.upper()}"\033[0;0m:')
    print(f'\t- размеры (строк, столбцов) -', df_dict.get(file).shape)
    print(f'\t- фрагмент (см. ниже)')
    display(df_dict.get(file).head(3))
    print(f'\t - пропущенных значений (по столбцам)')
    print(df_dict.get(file).isna().mean().astype('int'))
    print(f'\n\t- типы данных (по столбцам)')
    print(df_dict.get(file).dtypes)

print(f'\n\nПодробная иформация по уникальным значениям столбцов загруженых талиц.')
for file in df_dict:
    print()
    print(f'\t\033[1mДля стобцов таблицы "{file.upper()}"\033[0;0m (размеры {df_dict.get(file).shape}):\n')
    for col in df_dict.get(file).columns:
        print(f'- {col} --- всего уникальных значений {len(df_dict.get(file)[col].unique())}')
        print(f'  список уникальных значений: {df_dict.get(file)[col].sort_values().unique()}\n')

Содержимое csv-файлов проекта (4 таблицы).

	Таблица "CONTRACT":
	- размеры (строк, столбцов) - (7043, 8)
	- фрагмент (см. ниже)

	customerID	BeginDate	EndDate	Type	PaperlessBilling	PaymentMethod	MonthlyCharges	TotalCharges
0	7590-VHVEG	2020-01-01	No	Month-to-month	True	Electronic check	29.85	29.85
1	5575-GNVDE	2017-04-01	No	One year	False	Mailed check	56.95	1889.5
2	3668-QPYBK	2019-10-01	2019-12-01 00:00:00	Month-to-month	True	Mailed check	53.85	108.15

	 - пропущенных значений (по столбцам)
customerID          0
BeginDate           0
EndDate             0
Type                0
PaperlessBilling    0
PaymentMethod       0
MonthlyCharges      0
TotalCharges        0
dtype: int64

	- типы данных (по столбцам)
customerID                  object
BeginDate           datetime64[ns]
EndDate                     object
Type                        object
PaperlessBilling              bool
PaymentMethod               object
MonthlyCharges             float64
TotalCharges                object
dtype: object

	Таблица "PERSONAL":
	- размеры (строк, столбцов) - (7043, 5)
	- фрагмент (см. ниже)

	customerID	gender	SeniorCitizen	Partner	Dependents
0	7590-VHVEG	Female	0	True	False
1	5575-GNVDE	Male	0	False	False
2	3668-QPYBK	Male	0	False	False

	 - пропущенных значений (по столбцам)
customerID       0
gender           0
SeniorCitizen    0
Partner          0
Dependents       0
dtype: int64

	- типы данных (по столбцам)
customerID       object
gender           object
SeniorCitizen     int64
Partner            bool
Dependents         bool
dtype: object

	Таблица "INTERNET":
	- размеры (строк, столбцов) - (5517, 8)
	- фрагмент (см. ниже)

	customerID	InternetService	OnlineSecurity	OnlineBackup	DeviceProtection	TechSupport	StreamingTV	StreamingMovies
0	7590-VHVEG	DSL	False	True	False	False	False	False
1	5575-GNVDE	DSL	True	False	True	False	False	False
2	3668-QPYBK	DSL	True	True	False	False	False	False

	 - пропущенных значений (по столбцам)
customerID          0
InternetService     0
OnlineSecurity      0
OnlineBackup        0
DeviceProtection    0
TechSupport         0
StreamingTV         0
StreamingMovies     0
dtype: int64

	- типы данных (по столбцам)
customerID          object
InternetService     object
OnlineSecurity        bool
OnlineBackup          bool
DeviceProtection      bool
TechSupport           bool
StreamingTV           bool
StreamingMovies       bool
dtype: object

	Таблица "PHONE":
	- размеры (строк, столбцов) - (6361, 2)
	- фрагмент (см. ниже)

	customerID	MultipleLines
0	5575-GNVDE	No
1	3668-QPYBK	No
2	9237-HQITU	No

	 - пропущенных значений (по столбцам)
customerID       0
MultipleLines    0
dtype: int64

	- типы данных (по столбцам)
customerID       object
MultipleLines    object
dtype: object


Подробная иформация по уникальным значениям столбцов загруженых талиц.

	Для стобцов таблицы "CONTRACT" (размеры (7043, 8)):

- customerID --- всего уникальных значений 7043
  список уникальных значений: ['0002-ORFBO' '0003-MKNFE' '0004-TLHLJ' ... '9992-UJOEL' '9993-LHIEB'
 '9995-HOTOH']

- BeginDate --- всего уникальных значений 77
  список уникальных значений: ['2013-10-01T00:00:00.000000000' '2013-11-01T00:00:00.000000000'
 '2013-12-01T00:00:00.000000000' '2014-01-01T00:00:00.000000000'
 '2014-02-01T00:00:00.000000000' '2014-03-01T00:00:00.000000000'
 '2014-04-01T00:00:00.000000000' '2014-05-01T00:00:00.000000000'
 '2014-06-01T00:00:00.000000000' '2014-07-01T00:00:00.000000000'
 '2014-08-01T00:00:00.000000000' '2014-09-01T00:00:00.000000000'
 '2014-10-01T00:00:00.000000000' '2014-11-01T00:00:00.000000000'
 '2014-12-01T00:00:00.000000000' '2015-01-01T00:00:00.000000000'
 '2015-02-01T00:00:00.000000000' '2015-03-01T00:00:00.000000000'
 '2015-04-01T00:00:00.000000000' '2015-05-01T00:00:00.000000000'
 '2015-06-01T00:00:00.000000000' '2015-07-01T00:00:00.000000000'
 '2015-08-01T00:00:00.000000000' '2015-09-01T00:00:00.000000000'
 '2015-10-01T00:00:00.000000000' '2015-11-01T00:00:00.000000000'
 '2015-12-01T00:00:00.000000000' '2016-01-01T00:00:00.000000000'
 '2016-02-01T00:00:00.000000000' '2016-03-01T00:00:00.000000000'
 '2016-04-01T00:00:00.000000000' '2016-05-01T00:00:00.000000000'
 '2016-06-01T00:00:00.000000000' '2016-07-01T00:00:00.000000000'
 '2016-08-01T00:00:00.000000000' '2016-09-01T00:00:00.000000000'
 '2016-10-01T00:00:00.000000000' '2016-11-01T00:00:00.000000000'
 '2016-12-01T00:00:00.000000000' '2017-01-01T00:00:00.000000000'
 '2017-02-01T00:00:00.000000000' '2017-03-01T00:00:00.000000000'
 '2017-04-01T00:00:00.000000000' '2017-05-01T00:00:00.000000000'
 '2017-06-01T00:00:00.000000000' '2017-07-01T00:00:00.000000000'
 '2017-08-01T00:00:00.000000000' '2017-09-01T00:00:00.000000000'
 '2017-10-01T00:00:00.000000000' '2017-11-01T00:00:00.000000000'
 '2017-12-01T00:00:00.000000000' '2018-01-01T00:00:00.000000000'
 '2018-02-01T00:00:00.000000000' '2018-03-01T00:00:00.000000000'
 '2018-04-01T00:00:00.000000000' '2018-05-01T00:00:00.000000000'
 '2018-06-01T00:00:00.000000000' '2018-07-01T00:00:00.000000000'
 '2018-08-01T00:00:00.000000000' '2018-09-01T00:00:00.000000000'
 '2018-10-01T00:00:00.000000000' '2018-11-01T00:00:00.000000000'
 '2018-12-01T00:00:00.000000000' '2019-01-01T00:00:00.000000000'
 '2019-02-01T00:00:00.000000000' '2019-03-01T00:00:00.000000000'
 '2019-04-01T00:00:00.000000000' '2019-05-01T00:00:00.000000000'
 '2019-06-01T00:00:00.000000000' '2019-07-01T00:00:00.000000000'
 '2019-08-01T00:00:00.000000000' '2019-09-01T00:00:00.000000000'
 '2019-10-01T00:00:00.000000000' '2019-11-01T00:00:00.000000000'
 '2019-12-01T00:00:00.000000000' '2020-01-01T00:00:00.000000000'
 '2020-02-01T00:00:00.000000000']

- EndDate --- всего уникальных значений 5
  список уникальных значений: ['2019-10-01 00:00:00' '2019-11-01 00:00:00' '2019-12-01 00:00:00'
 '2020-01-01 00:00:00' 'No']

- Type --- всего уникальных значений 3
  список уникальных значений: ['Month-to-month' 'One year' 'Two year']

- PaperlessBilling --- всего уникальных значений 2
  список уникальных значений: [False  True]

- PaymentMethod --- всего уникальных значений 4
  список уникальных значений: ['Bank transfer (automatic)' 'Credit card (automatic)' 'Electronic check'
 'Mailed check']

- MonthlyCharges --- всего уникальных значений 1585
  список уникальных значений: [ 18.25  18.4   18.55 ... 118.6  118.65 118.75]

- TotalCharges --- всего уникальных значений 6531
  список уникальных значений: [' ' '100.2' '100.25' ... '999.45' '999.8' '999.9']


	Для стобцов таблицы "PERSONAL" (размеры (7043, 5)):

- customerID --- всего уникальных значений 7043
  список уникальных значений: ['0002-ORFBO' '0003-MKNFE' '0004-TLHLJ' ... '9992-UJOEL' '9993-LHIEB'
 '9995-HOTOH']

- gender --- всего уникальных значений 2
  список уникальных значений: ['Female' 'Male']

- SeniorCitizen --- всего уникальных значений 2
  список уникальных значений: [0 1]

- Partner --- всего уникальных значений 2
  список уникальных значений: [False  True]

- Dependents --- всего уникальных значений 2
  список уникальных значений: [False  True]


	Для стобцов таблицы "INTERNET" (размеры (5517, 8)):

- customerID --- всего уникальных значений 5517
  список уникальных значений: ['0002-ORFBO' '0003-MKNFE' '0004-TLHLJ' ... '9992-UJOEL' '9993-LHIEB'
 '9995-HOTOH']

- InternetService --- всего уникальных значений 2
  список уникальных значений: ['DSL' 'Fiber optic']

- OnlineSecurity --- всего уникальных значений 2
  список уникальных значений: [False  True]

- OnlineBackup --- всего уникальных значений 2
  список уникальных значений: [False  True]

- DeviceProtection --- всего уникальных значений 2
  список уникальных значений: [False  True]

- TechSupport --- всего уникальных значений 2
  список уникальных значений: [False  True]

- StreamingTV --- всего уникальных значений 2
  список уникальных значений: [False  True]

- StreamingMovies --- всего уникальных значений 2
  список уникальных значений: [False  True]


	Для стобцов таблицы "PHONE" (размеры (6361, 2)):

- customerID --- всего уникальных значений 6361
  список уникальных значений: ['0002-ORFBO' '0003-MKNFE' '0004-TLHLJ' ... '9992-RRAMN' '9992-UJOEL'
 '9993-LHIEB']

- MultipleLines --- всего уникальных значений 2
  список уникальных значений: ['No' 'Yes']

• В столбцах содержатся числовые и категориальные значения величин. Категориальные признаки в основном двоичные, при загрузке таблиц они преобразовывались в булев тип данных.

• Данные довольно полные, встречается небольшое количество неявных пропусков или ошибок (в формате хранимых данных в столбце TotalCharges таблицы contract.csv). Парсинг дат удался не для всех подходящих толбцов. Бинарные категории заменились на булев тип также не везде. Обработаем эти ошибки отдельно. Столбцы переименовывать не станем.

• Судя по номерам customerID телефонией и интернетом пользуется НЕодинаковое число клиентов, есть пользователи только услуг телефонии, не пользующиеся услугами провайдера. Логичным кажется вместо пропусков, появляющихся в непересекающихся ячейках при объединении таблиц, для таких клиентов проставить значения False.

• Данные кажутся несколько избыточными, необходимый объем определится в дальнейшем исследовании, возможно часть данных можно удалить.

# исправим парсинг дат
contract = pd.read_csv('/datasets/final_provider/contract.csv', parse_dates=[1,2],\
                       true_values=['Yes','1'], false_values=['No','0'])
contract['EndDate'] = pd.to_datetime(contract['EndDate'], errors='coerce')

# исправим фофрмат значений в 'TotalCharges', заполним пропуски 0 (т.к. договоры свежие)
contract.loc[contract['TotalCharges']==' ','TotalCharges'] = 0
contract['TotalCharges'] = contract['TotalCharges'].astype('float', errors='ignore')

# исправим фофрмат значений в 'SeniorCitizen' на булев тип
personal = pd.read_csv('/datasets/final_provider/personal.csv', true_values=['Yes','1'], false_values=['No','0'])
personal['SeniorCitizen'].replace(to_replace=[0,1], value=[False,True], inplace=True)

# исправим фофрмат значений в 'MultipleLines' на булев тип
phone = pd.read_csv('/datasets/final_provider/phone.csv', true_values=['Yes','1'], false_values=['No','0'],)
phone['MultipleLines'].replace(to_replace=[0,1], value=[False,True], inplace=True)

# запишем исправленные вручную таблицы в словарь df_dict
df_dict['contract'] = contract
df_dict['personal'] = personal
df_dict['phone'] = phone

На данном этапе видно, что данные выгружены в сыром виде, т.е. без разметки целевого признака. Проведём её самостоятельно на основании данных столбца EndDate таблицы contract исходя из следующей логики:

• если данных о прекращении действия договора нет (pd.NaT в ячейке), то этот абонент продолжает пользоваться телекоммуникационными услугами и для классификации должен быть размечен как активный пользователь,
• если действие договора прекращено - тогда абонент ушёл и строка должна быть размечена как соответствующая утрате пользователя.

В результате:

• столбец EndDate должен быть исключен из числа признаков для предотвращения утечки данных,

• столбец BeginDate можно преобразовать в значение временного промежутка между датой выгрузки (1 февраля 2020 года согласно задания) и датой заключения договора обслуживания, либо вовсе отбросить это значение (возможно сравнить варинаты),

• Столбцы MonthlyCharges и TotalCharges оставим без преобразований хоть суммарные платежи и не соответствуют месячным, умноженным на срок использования (на это могут быть различные причины), они должны нести полезную информацию для моделей.

• Все таблицы набора данных предполагается объединить в один датасет для обогащения пространства признаков, возможно модели смогут уловить изменения в настроениях всех пользователей (не только универсальных, пользующихся всеми видами услуг, но и более "специализированных", выбравших только один из видов).

Далее проведём исследовательский анализ данных.

Распределение значений, балансы классов.

Рассмотрим распределения значений и баланс классов признаков.

Изначально числовые значения содержатся в 2 столбцах таблицы contract, добавим к ним столбец с информацией об *удельном дневном платеже клиентов* и рассмотрим их описательные статистики, корреляцию и распределения. Затем оценим балансы классов по остальным столбцам набора данных.

Также разметим данные для последующего выделения полученного таким образом целевого признака, разметку произведём на основе данных о прекращении договора обслуживания из столбца EndDate.

# добавим столбец 'day' с количеством дней с даты заключения договора до дат выгрузки (+1 чтобы не получить 0 в знаменателе)
df_dict['contract']['days'] = ((pd.to_datetime('2020-02-01') - df_dict['contract']['BeginDate']).astype('int') + 1)/(24*60*60*10**9)

# добавим столбец 'day_rate' с удельным дневным платежом
df_dict['contract']['day_rate'] = df_dict['contract']['TotalCharges']/df_dict['contract']['days']

# разметим данные для формирования целевого признака
df_dict['contract']['is_active'] = df_dict['contract']['EndDate'].isna()

print('Выведем полученную таблицу:')
df_dict['contract'].head(5)

Выведем полученную таблицу:

	customerID	BeginDate	EndDate	Type	PaperlessBilling	PaymentMethod	MonthlyCharges	TotalCharges	days	day_rate	is_active
0	7590-VHVEG	2020-01-01	NaT	Month-to-month	True	Electronic check	29.85	29.85	31.0	0.962903	True
1	5575-GNVDE	2017-04-01	NaT	One year	False	Mailed check	56.95	1889.50	1036.0	1.823842	True
2	3668-QPYBK	2019-10-01	2019-12-01	Month-to-month	True	Mailed check	53.85	108.15	123.0	0.879268	False
3	7795-CFOCW	2016-05-01	NaT	One year	False	Bank transfer (automatic)	42.30	1840.75	1371.0	1.342633	True
4	9237-HQITU	2019-09-01	2019-11-01	Month-to-month	True	Electronic check	70.70	151.65	153.0	0.991176	False

# выведем корелляцию и стат.описания для числовых столбов таблицы 'contract'
print('Матрица корреляций:')
print(df_dict['contract'][['MonthlyCharges','TotalCharges','day_rate']].corr())
print()

print('Статистические параметры:')
print(df_dict['contract'][['MonthlyCharges','TotalCharges','day_rate']].describe())
print()

# выведем матрицу диаграмм рассеяния для столбов таблицы 'contract'
print('Матрица диаграмм рассеяния таблицы "contract"')
sns.pairplot(df_dict['contract'][['MonthlyCharges','TotalCharges','day_rate']], diag_kind='hist').fig.set_size_inches(15,15)
plt.show()

Матрица корреляций:
                MonthlyCharges  TotalCharges  day_rate
MonthlyCharges        1.000000      0.651174  0.915041
TotalCharges          0.651174      1.000000  0.763286
day_rate              0.915041      0.763286  1.000000

Статистические параметры:
       MonthlyCharges  TotalCharges     day_rate
count     7043.000000   7043.000000  7043.000000
mean        64.761692   2279.734304     1.952765
std         30.090047   2266.794470     1.016042
min         18.250000      0.000000     0.000000
25%         35.500000    398.550000     0.837685
50%         70.350000   1394.550000     2.023834
75%         89.850000   3786.600000     2.803103
max        118.750000   8684.800000     3.966451

Матрица диаграмм рассеяния таблицы "contract"

Изначально данное небольшое количество числовых признаков (2 столбца) предположительно даёт небольшое количество информации для обучения модели, поэтому было решено добавить синтетичекий числовой признак вида " *удельный дневной платёж* ".

Можно видеть, что распределения далеки от нормальных и скошены влево, т.к. количество малых платежей превалирует над остальными, но есть и другие пики около среднего и в одном станд. отклонении от него вправо.

Корреляция между месячными и суммарными платежами слабая, скорее всего эти величины связаны не столько между собой и линейно сколько с иными показателями и нелинейно.

Удельный дневной платёж day_rate хоть и имеет заметную корреляцию с величиной ежемесячного платежа MonthlyCharges, но зато позволяет отбросить столбец BeginDate с датой начала действия договора обслуживания, поскольку учитывает инфомарцию об этом (вдобавок было непонятно, как использовать столбец с датой для обучения моделей).

Для обучения моделей количественные признаки представляют интерес. Далее оценим балансы классов столбцов с категориальными значениями.

# рассмотрим балансы классов категориальных признаков, выведем их также на графиках
print(f'\nБаланс классов категориальных признаков (для всех таблиц) c круговыми диаграммами')
for file in df_dict:
    print()
    print(f'\t\033[1mТаблица "{file.upper()}"\033[0;0m:\n')
    for col in df_dict[file].columns[1:]:
        if (df_dict[file][col].dtype != 'float64') \
        & (df_dict[file][col].dtype != 'datetime64[ns]'):
            print(f'\t- столбец {col}')
            _t = pd.DataFrame(df_dict[file][col]
                              .value_counts(normalize=True, ascending=False))
            display(_t.style.format('{:.1%}'))
            
            plt.figure(figsize=(5,5))
            plt.pie(_t[col],labels=_t.index,autopct='%1.1f%%')
            plt.show()

Баланс классов категориальных признаков (для всех таблиц) c круговыми диаграммами

	Таблица "CONTRACT":

	- столбец Type

	Type
Month-to-month	55.0%
Two year	24.1%
One year	20.9%

	- столбец PaperlessBilling

	PaperlessBilling
True	59.2%
False	40.8%

	- столбец PaymentMethod

	PaymentMethod
Electronic check	33.6%
Mailed check	22.9%
Bank transfer (automatic)	21.9%
Credit card (automatic)	21.6%

	- столбец is_active

	is_active
True	73.5%
False	26.5%

	Таблица "PERSONAL":

	- столбец gender

	gender
Male	50.5%
Female	49.5%

	- столбец SeniorCitizen

	SeniorCitizen
False	83.8%
True	16.2%

	- столбец Partner

	Partner
False	51.7%
True	48.3%

	- столбец Dependents

	Dependents
False	70.0%
True	30.0%

	Таблица "INTERNET":

	- столбец InternetService

	InternetService
Fiber optic	56.1%
DSL	43.9%

	- столбец OnlineSecurity

	OnlineSecurity
False	63.4%
True	36.6%

	- столбец OnlineBackup

	OnlineBackup
False	56.0%
True	44.0%

	- столбец DeviceProtection

	DeviceProtection
False	56.1%
True	43.9%

	- столбец TechSupport

	TechSupport
False	63.0%
True	37.0%

	- столбец StreamingTV

	StreamingTV
False	50.9%
True	49.1%

	- столбец StreamingMovies

	StreamingMovies
False	50.5%
True	49.5%

	Таблица "PHONE":

	- столбец MultipleLines

	MultipleLines
False	53.3%
True	46.7%

Некоторые классы признаков плохо сбалансированы, будем учитывать это в стратификации выборок и при выборе весов категориальных признаков в гиперпарметрах моделей.

Целевой признак имеет баланс классов примерно 3:1, т.е. число вполне значимое, стоит учесть это при разделении выборки и при выборе метрики, поскольку ROC-AUC-мера как известно может недостаточно "штрафовать" модели за False-Positive при дисбалансе класса.

Данные обработаны, разведочный анализ произведён, перед дальнейшей работой над ML-моделями данные из таблиц необходимо объединить в одну для получения общей матрицы признаков.

Объединение таблиц.

Объединим таблицы с подготовленными данными в единый датасет для наращивания пространства признаков для обучения моделей.

# используем merge для объединения таблиц, возникшие пропуски в ячейках заменим на False
total = df_dict['contract'].drop(['BeginDate','EndDate','days'], axis=1).merge(df_dict['personal'], how='left', on='customerID')
total = total.merge(df_dict['internet'], how='left', on='customerID')
total = total.merge(df_dict['phone'], how='left', on='customerID')
total.fillna(False, inplace=True)
total['InternetService'].replace(to_replace=False, value='No_Int.Service', inplace=True)

print(f'\033[1mСводная таблица "TOTAL", размеры:\033[0;0m', total.shape)
print(f'\n\t- пропущенных значений:')
print(total.isna().sum())
print('\n\t- фрагмент:')
total.sample(5)

Сводная таблица "TOTAL", размеры: (7043, 20)

	- пропущенных значений:
customerID          0
Type                0
PaperlessBilling    0
PaymentMethod       0
MonthlyCharges      0
TotalCharges        0
day_rate            0
is_active           0
gender              0
SeniorCitizen       0
Partner             0
Dependents          0
InternetService     0
OnlineSecurity      0
OnlineBackup        0
DeviceProtection    0
TechSupport         0
StreamingTV         0
StreamingMovies     0
MultipleLines       0
dtype: int64

	- фрагмент:

	customerID	Type	PaperlessBilling	PaymentMethod	MonthlyCharges	TotalCharges	day_rate	is_active	gender	SeniorCitizen	Partner	Dependents	InternetService	OnlineSecurity	OnlineBackup	DeviceProtection	TechSupport	StreamingTV	StreamingMovies	MultipleLines
1182	3164-YAXFY	Month-to-month	True	Electronic check	53.75	3196.00	1.839954	True	Male	False	False	False	DSL	True	False	True	False	True	True	False
7033	9767-FFLEM	Month-to-month	True	Credit card (automatic)	69.50	2625.25	2.269015	True	Male	False	False	False	Fiber optic	False	False	False	False	False	False	False
3068	1810-BOHSY	One year	True	Credit card (automatic)	96.40	4911.05	3.162299	True	Male	False	True	False	Fiber optic	True	True	False	False	False	True	True
4381	7481-ATQQS	Month-to-month	True	Credit card (automatic)	90.85	4515.85	2.907824	False	Female	True	False	False	Fiber optic	False	False	True	False	False	True	True
6221	0042-JVWOJ	One year	True	Bank transfer (automatic)	19.60	471.85	0.595770	True	Male	False	False	False	No_Int.Service	False	False	False	False	False	False	False

Объединённая таблица признаков создана, из-за замены пропущенных значений на False в столбцах с категориальными переменными баланс классов сместился в них в соотв. сторону, считаю, что подобные действия не явялются утечкой в данной задаче, а способствуют обогащению пространства признаков. Дисбаланс классов будем учитывать при разделении датасета на выборки.

# рассмотрим балансы классов категориальных признаков
print(f'\nПовторно рассмотрим получившийся баланс классов категориальных признаков таблицы \033[1m"TOTAL"\033[0;0m:\n')

for col in total.columns[1:]:
    if total[col].dtype != 'float64':
        print(f'\t- столбец {col}')
        _t = pd.DataFrame(total[col].value_counts(normalize=True, ascending=False))
        display(_t.style.format('{:.1%}'))
        
        plt.figure(figsize=(5,5))
        plt.pie(_t[col],labels=_t.index, autopct='%1.1f%%')
        plt.show()
        
        print()

Повторно рассмотрим получившийся баланс классов категориальных признаков таблицы "TOTAL":

	- столбец Type

	Type
Month-to-month	55.0%
Two year	24.1%
One year	20.9%

	- столбец PaperlessBilling

	PaperlessBilling
True	59.2%
False	40.8%

	- столбец PaymentMethod

	PaymentMethod
Electronic check	33.6%
Mailed check	22.9%
Bank transfer (automatic)	21.9%
Credit card (automatic)	21.6%

	- столбец is_active

	is_active
True	73.5%
False	26.5%

	- столбец gender

	gender
Male	50.5%
Female	49.5%

	- столбец SeniorCitizen

	SeniorCitizen
False	83.8%
True	16.2%

	- столбец Partner

	Partner
False	51.7%
True	48.3%

	- столбец Dependents

	Dependents
False	70.0%
True	30.0%

	- столбец InternetService

	InternetService
Fiber optic	44.0%
DSL	34.4%
No_Int.Service	21.7%

	- столбец OnlineSecurity

	OnlineSecurity
False	71.3%
True	28.7%

	- столбец OnlineBackup

	OnlineBackup
False	65.5%
True	34.5%

	- столбец DeviceProtection

	DeviceProtection
False	65.6%
True	34.4%

	- столбец TechSupport

	TechSupport
False	71.0%
True	29.0%

	- столбец StreamingTV

	StreamingTV
False	61.6%
True	38.4%

	- столбец StreamingMovies

	StreamingMovies
False	61.2%
True	38.8%

	- столбец MultipleLines

	MultipleLines
False	57.8%
True	42.2%

Исследование моделей.

Перед началом исследования определимся с применяемыми ML-алгоритмами и метриками оценки эффективности моделей.

Для обучения будем пользоваться:

• *логистической регрессией*,
• одним из алгоритмов *градиентного бустинга* (предположительно CatBoost),
• а также *полносвязной нейронной сетью для классификации* (при возможности).
• В качесиве базовой оценки примем результаты работы DummyClassifier из библиотеки sklearn.

В задаче классификации оперировать только метрикой accuracy будет недостаточно, нужно учитывать также изменения precision и recall. С этим вполне справится F1-мера, но поскольку она отражает среднее гармоническое оценок для конкретно выбранного порога чувствительности, то диапазон возможных изменений (для всех порогов) удобнее оценивать по ROC-AUC. Будем сравнивать модели по этой мере, лучший порог настроим по F1-мере, в качестве бизнес-метрики применим accuracy.

Формирование выборок.

Разделим размеченный датасет total на обучающую и тестовую выборки (в отн. 3:1). Попрбуем сохранить стратификацию по самым несбалансированным классам, чтобы модели не дискриминировали их. Валидационную выборку делать не станем, поскольку оценки эффективности моделей будут получиться с помощью кросс-валидации.

state = np.random.RandomState(606)

# разделим датафрейм на целевой признак и признаки:
features = total.drop(columns=['customerID', 'is_active'],axis=1)
target = total['is_active']

# разделим выборки на тренировочную и тестовую в отношении 3:1:
features_train, features_test, target_train, target_test = train_test_split(features, target, test_size=0.25,
                                                                            random_state=state,
                                                                            stratify=total[['SeniorCitizen','Type', 
                                                                                            'OnlineSecurity', 'is_active']])

print('Для проверки cопоставим размеры выборок.')
print('признаки: обучающая -',features_train.shape, 'тестовая -',features_test.shape)
print('целевой признак: обучающая -',target_train.shape, 'тестовая -',target_test.shape)

print(f'''\nДля проверки работы гиперпараметра "stratify" сопоставим стратификацию классов в полученных выборках.

- обучающая выборка
{features_train[['SeniorCitizen','Type','OnlineSecurity']].value_counts(normalize=True).round(4)}

- тестовая выборка
{features_test[['SeniorCitizen','Type','OnlineSecurity']].value_counts(normalize=True).round(4)}

Баланс классов в целевом признаке:

- обучающая выборка
{target_train.value_counts(normalize=True).round(4)}

- тестовая выборка
{target_test.value_counts(normalize=True).round(4)}''')

Для проверки cопоставим размеры выборок.
признаки: обучающая - (5282, 18) тестовая - (1761, 18)
целевой признак: обучающая - (5282,) тестовая - (1761,)

Для проверки работы гиперпараметра "stratify" сопоставим стратификацию классов в полученных выборках.

- обучающая выборка
SeniorCitizen  Type            OnlineSecurity
False          Month-to-month  False             0.3523
               Two year        False             0.1255
               One year        False             0.1132
True           Month-to-month  False             0.0958
False          Two year        True              0.0943
               Month-to-month  True              0.0835
               One year        True              0.0689
True           Month-to-month  True              0.0189
               One year        False             0.0174
               Two year        True              0.0115
               One year        True              0.0097
               Two year        False             0.0089
dtype: float64

- тестовая выборка
SeniorCitizen  Type            OnlineSecurity
False          Month-to-month  False             0.3521
               Two year        False             0.1261
               One year        False             0.1136
True           Month-to-month  False             0.0954
False          Two year        True              0.0948
               Month-to-month  True              0.0829
               One year        True              0.0687
True           Month-to-month  True              0.0187
               One year        False             0.0176
               Two year        True              0.0119
               One year        True              0.0091
               Two year        False             0.0091
dtype: float64

Баланс классов в целевом признаке:

- обучающая выборка
True     0.7346
False    0.2654
Name: is_active, dtype: float64

- тестовая выборка
True     0.7348
False    0.2652
Name: is_active, dtype: float64

Обработка признаков.

Поскольку в ходе решения предполагается:

• получение оценок на кросс-валидации,
• использование различных моделей,
• поиск гиперпараметров по сетке,

то для сокращения объема кода (а также для уменьшения кол-ва ошибок при отладке) процессы масштабирования, кодирования, обработи, а также настройки гиперпараметров будет удобно поместить внутрь трансформаторов/конвейеров обработки ColumnTransformer() и Pipeline().

Напишем конвейер для обработки признаков: он будет кодировать категориальные переменные и масштабировать количественные - эти операции благодаря конвейеру могут вызываться для каждой переданаемой выборки, в том числе и при кросс-валидации.

# разделим признаки по категориям
cat_features = features.select_dtypes(include='object').columns.values     # категориальные
num_features = features.select_dtypes(include='float64').columns.values    # числовые
bool_features = features.select_dtypes(include='bool').columns.values      # булевы (на всякий случай)

# преобразуем признаки перед передачей в Pipeline c модель. с пом. ColumnTransformer
prepr = ColumnTransformer([
    (
        'cat_no_bool',
         OneHotEncoder(drop=None, handle_unknown='ignore'),
         cat_features
    ),
    (
        'num_no_bool',
        StandardScaler(),
        num_features
    ),
    (
        'bool',
        OneHotEncoder(drop='if_binary', handle_unknown='error'),
        bool_features
    )
])

# пример с SimpleImputer оставляю на память
# ColumnTransformer([('categorical', Pipeline([
#                                              ('imputer', SimpleImputer(missing_values=nan, strategy='most_frequent')),
#                                              ('ohe', OneHotEncoder(categories='auto', drop='first', handle_unknown='ignore'))
#                                             ]), cat_features) ...

Полученный конвейер обработки признаков ColumnsTransformer() будем передавать в конвейер Pipeline(), содержащий рассматриваемую ML-модель, а его в третью очередь - на кросс-валидацию или поиск гипер-параметров (далее - ГП) GridSearch():

%%time
# Pipeline с предобработкой и моделью
clf = Pipeline([
    ('prepr', prepr),
    ('estimator', LogisticRegression())
])

# поиск лучших гиперпарметров по сетке с кросс-валидацией (с пом. GridSearchCV) или только кросс-валидация
score_acc = cross_val_score(clf, features_train, target_train, scoring='f1', cv=5) #F1-мера на кросс-валидации

# сетка для поиска ГП
grid = {
    'estimator__penalty': ['l1'], #'l2'],
    'estimator__C': [0.01, 0.05, 0.1, 0.2, 0.35, 0.5, 1, 2, 5, 7, 10, 20, 50, 100, 300],
    'estimator__max_iter': [1000]
}

LR_clf = GridSearchCV(
                      clf,
                      param_grid=grid,
                      scoring='f1',
                      cv=4, verbose=3, n_jobs=-1
)

LR_clf.fit(features_train, target_train)
......

Константная модель.

Получим оценку константной/случайной модели по результатам работы DummyClassifier, примем её за базовую. Последовательно передадим DummyClassifier гиперпараметры strategy='uniform' и strategy='constant', чтобы получить случайную модель и константную, которая отвечает "1" независимо от значений на входе.

%%time

# создадим словарь для хранения значений ROC-AUC мер
roc_auc_scores = {}

dummy_random = DummyClassifier(random_state=state, strategy='uniform')
dummy_const = DummyClassifier(random_state=state, strategy='constant', constant=1)

model = [dummy_random, dummy_const]
name = ['CЛУЧАЙНАЯ','КОНСТАНТНАЯ']

# цикл по 2 моделям
for i in range(len(model)):
    clf = Pipeline([           # Pipeline с предобработкой и моделью
        ('prepr', prepr),
        ('estimator', model[i])
    ])
    
    # получение оценок моделей
    print(f'модель - {str(model[i])[:16]}...{str(model[i])[-20:-1]})')
    print(f'ROC-AUC мера {name[i]} модели:',
          cross_val_score(clf, features_train, target_train, 
                          scoring='roc_auc', cv=10).mean(), '\n') # ROC-AUC после кросс-валидации
    
    # добавим результаты в словарь
    roc_auc_scores[f'{name[i]} модель'] = cross_val_score(clf, features_train, target_train, 
                                                                       scoring='roc_auc', cv=10).mean().round(4)

модель - DummyClassifier(... strategy='uniform')
ROC-AUC мера CЛУЧАЙНАЯ модели: 0.5 

модель - DummyClassifier(...strategy='constant')
ROC-AUC мера КОНСТАНТНАЯ модели: 0.5 

CPU times: user 1.15 s, sys: 9.71 ms, total: 1.16 s
Wall time: 1.17 s

Логистическая регрессия.

Получив base-line решение, приступим к обучению моделей. Начнём с *логистической регрессии*.

Лучшие гиперараметры найдём поиском по сетке с кросс-валидацией (с пом. GridSearchCV): для устранения переобучения предполагается в основном варьировать параметром C: Inverse of regularization strength, чтобы достаточно понизить оценки на обучающей выборке. На выходе подберём значение лучшего порога (поскольку непосредственно в модели логистической регрессии из sklearn такого функционала нет, он реализуется через predict_proba()).

%%time

model = LogisticRegression(random_state=state)

# Pipeline с предобработкой и моделью
clf = Pipeline([
    ('prepr', prepr),
    ('estimator', model)
])

# поиск лучших гиперпарметров по сетке с кросс-валидацией
grid = {
    'estimator__penalty': ['l1'], #'l2'],
    'estimator__C': [65],
    'estimator__max_iter': range(99,100,1),
    'estimator__class_weight': ['balanced'], #'None'],
    'estimator__solver': ['saga','liblinear']
}

LR_clf = GridSearchCV(
    clf,
    param_grid=grid,
    scoring='roc_auc',
    cv=5, verbose=1, n_jobs=-1
)

LR_clf.fit(features_train, target_train)

Fitting 5 folds for each of 2 candidates, totalling 10 fits
CPU times: user 3.24 s, sys: 1.05 s, total: 4.3 s
Wall time: 4.31 s

GridSearchCV(cv=5,
             estimator=Pipeline(steps=[('prepr',
                                        ColumnTransformer(transformers=[('cat_no_bool',
                                                                         OneHotEncoder(handle_unknown='ignore'),
                                                                         array(['Type', 'PaymentMethod', 'gender', 'InternetService'], dtype=object)),
                                                                        ('num_no_bool',
                                                                         StandardScaler(),
                                                                         array(['MonthlyCharges', 'TotalCharges', 'day_rate'], dtype=object)),
                                                                        ('bool',
                                                                         OneHotEncoder(drop='if_binary'),...
       'TechSupport', 'StreamingTV', 'StreamingMovies', 'MultipleLines'],
      dtype=object))])),
                                       ('estimator',
                                        LogisticRegression(random_state=RandomState(MT19937) at 0x7FE274C7C340))]),
             n_jobs=-1,
             param_grid={'estimator__C': [65],
                         'estimator__class_weight': ['balanced'],
                         'estimator__max_iter': range(99, 100),
                         'estimator__penalty': ['l1'],
                         'estimator__solver': ['saga', 'liblinear']},
             scoring='roc_auc', verbose=1)

# выведем результаты на экран:
print('\nЛогистическая регрессия\n')
print('- Лучший ROC-AUC = ', LR_clf.best_score_.round(5))
print('- Лучшие параметры:\n\t', {str(i)[11:]:LR_clf.best_params_.get(i) for i in LR_clf.best_params_})
print('- Лучшая модель:\n\t доступна из "LR_clf.best_estimator_"\n')

# добавим результаты в словарь
roc_auc_scores[f'Логистическоая регрессия'] = LR_clf.best_score_

Логистическая регрессия

- Лучший ROC-AUC =  0.97123
- Лучшие параметры:
	 {'C': 65, 'class_weight': 'balanced', 'max_iter': 99, 'penalty': 'l1', 'solver': 'liblinear'}
- Лучшая модель:
	 доступна из "LR_clf.best_estimator_"

Модель построена, проверим вручную результат работы для найденных лучших ГП.

# проверка модели вручную (чтобы понять какие результаты считает GridSearchCV) 
model_test = LogisticRegression(random_state=state, penalty='l1', C=65, max_iter=99,
                                class_weight='balanced', solver='liblinear')

clf_test = Pipeline([
    ('prepr', prepr),
    ('estimator', model_test)
])

score_test = cross_val_score(clf_test, features_train, target_train, scoring='roc_auc', cv=5).mean()

if score_test == LR_clf.best_score_:
    print(f'ROC-AUC-меры после кросс-валидации у проверочной модели и лучшей логистической регрессии совпадают,\n'
          'проверка завершена успешно.')

ROC-AUC-меры после кросс-валидации у проверочной модели и лучшей логистической регрессии совпадают,
проверка завершена успешно.

Графики ROC и Precision-Recall.

Построим графики ROC и Precision-Recall для наглядности.

print('\nROC- и precision-recall-кривые логистической регресси (с лучшими гиперпараметрами)')

# график roc_curve
def roc(model, description):

    plt.figure(figsize=(16,10))
    
    # график для лучшей модели на train
    probabilities_one = model.best_estimator_.predict_proba(features_train)[:,1]
    fpr, tpr, thresholds = roc_curve(target_train, probabilities_one)
    roc_auc = auc(fpr, tpr) 
    
    plt.plot(fpr,tpr, linestyle='--', linewidth=1)

    # график для лучшей модели на train с кросс-валидацией
    probabilities_one_cv = cross_val_predict(model.best_estimator_,
                                             features_train, target_train,
                                             cv=5, n_jobs=-1, verbose=2,
                                             method='predict_proba')[:,1]
    fpr_cv, tpr_cv, thresholds_cv = roc_curve(target_train, probabilities_one_cv)
    roc_auc_cv = auc(fpr_cv, tpr_cv) #площадь отличается от model.best_score_ (видимо из-за кросс-валидации)
    
    plt.plot(fpr_cv,tpr_cv)

    plt.plot([0, 1], [0, 1], linestyle='dotted') #ROC-кривая случайной модели

    plt.xlabel('False Positive Rate', fontsize=12)
    plt.ylabel('True Positive Rate', fontsize=12)
    
    plt.legend([f'{description} (с лучшими г.п., БЕЗ кросс-валидации) (area={roc_auc:.5f})',
                f'{description}_cv (с лучшими г.п., НА кросс-валидации) (area={roc_auc_cv:.5f})',
                f'Cлучайная модель\n(ROC-AUC лучшей модели из GridSearch {model.best_score_:.5f})'],
               loc="lower right")
    plt.title(f'{description}. ROC-кривые.')
    plt.show()

# график precision_recall_curve:
def prec_rec(model, description):

    plt.figure(figsize=(16,10))
    
    # график для лучшей модели на train
    probabilities_one = model.best_estimator_.predict_proba(features_train)[:,1]
    precision, recall, thresholds = precision_recall_curve(target_train, probabilities_one)
    plt.step(recall, precision, where='post', linestyle='dotted', linewidth=1)
    roc_auc = auc(recall, precision)
    
    # график для лучшей модели на train с кросс-валидацией
    probabilities_one_cv = cross_val_predict(model.best_estimator_,
                                             features_train, target_train,
                                             cv=5, n_jobs=-1, verbose=2,
                                             method='predict_proba')[:,1]
    precision_cv, recall_cv, thresholds_cv = precision_recall_curve(target_train, probabilities_one_cv)
    plt.step(recall_cv, precision_cv, where='post')
    roc_auc_cv = auc(recall_cv, precision_cv)
    
    plt.xlabel('Recall', fontsize=12)
    plt.ylabel('Precision', fontsize=12)

    plt.legend([f'{description} (с лучшими г.п., БЕЗ кросс-валидации) (area={roc_auc:.5f})',
                f'{description}_cv (с лучшими г.п., НА кросс-валидации) (area={roc_auc_cv:.5f})'],
               loc="lower left")
    plt.title(f'{description}. Precision-Recall-кривая.', fontsize=12)
    plt.show()

roc(LR_clf, 'Логистическая регрессия')
prec_rec(LR_clf, 'Логистическая регрессия')

ROC- и precision-recall-кривые логистической регресси (с лучшими гиперпараметрами)

[Parallel(n_jobs=-1)]: Using backend SequentialBackend with 1 concurrent workers.
[Parallel(n_jobs=-1)]: Done   1 out of   1 | elapsed:    0.4s remaining:    0.0s
[Parallel(n_jobs=-1)]: Done   5 out of   5 | elapsed:    2.5s finished

[Parallel(n_jobs=-1)]: Using backend SequentialBackend with 1 concurrent workers.
[Parallel(n_jobs=-1)]: Done   1 out of   1 | elapsed:    0.4s remaining:    0.0s
[Parallel(n_jobs=-1)]: Done   5 out of   5 | elapsed:    2.4s finished

Применяя полученную модель для построения графика на всей обучающей выборке (без кросс-валидации) результат получается недостаточно достоверный, поскольку модель, найденная в GridSearch, получает оценки на всей выборке разом вместо усреднённой по блокам и такой результат сильно отличается от ROC-AUC лучшей модели. Особенно это заметно на следующей модели. Однако, если получить необходимые предсказания в кросс-валидации, результат получится более похожий на реальный и сравнимый с best_score_ лучшей модели.

Выбор порога threshold полученной модели.

В заданных границах оценка F1 меняется в основном в зависимости от величниы параметра C. Улучшение оказалось возможным, и в результате перебора ГП значение ROC-AUC получилось достаточно высоким. Известно, что точность предсказаний логистической регрессии может сильно меняться в зависимости от порога чувствительности, но в атрибутах LogisticRegression() сдвиг порога threshold не фигурирует и подобрать его как один из гиперпараметров не получится. Оценим оптимальное значение threshold для полученной модели следующим образом:

• последовательно будем выбирать значение порога из диапазона 0..1,
• по списку вероятностей положительного класса для соотв. значения порога будем передавать подошедшие по условию значения вероятностей и сформируем новый список целевого признака,
• передадим новый целевой признак в функцию f1_score для рассчёта F1-меры,
• сравним результаты между собой,
• отобразим результат на графике зависимости F1-score от значений threshold (по значениями из списков f1_list и thrsh_list, полученных в цикле),
• естественно, что для большей точности модели нельзя забывать про получение оценок на кросс-валидации.

# найдём значения f1-меры для разных значений порога threshold (на кросс-валидации):
def thrsh(model, description):
    print(f'\n{description}. Уточнение значения порога модели.\n')

    best_F1_cv = 0
    best_threshold_cv = 0
    f1_list_cv = []
    thrsh_list_cv = []
    
    # подготовим список вероятностей положительного класса для модели
    probabilities_one_cv = cross_val_predict(model.best_estimator_,
                                             features_train, target_train,
                                             cv=5, n_jobs=-1, verbose=0,
                                             method='predict_proba')[:,1]

    for threshold in np.arange(0, 1, 0.001):
        # получим список значений True/False для выбранного threshold, сравнив с ним вероятности положительного класса:
        predicted_cv = probabilities_one_cv > threshold
        F1_score_cv = f1_score(target_train, predicted_cv) # рассчитаем f1-меру, проверив условие в цикле
        thrsh_list_cv.append(threshold)
        f1_list_cv.append(F1_score_cv)
    
        if F1_score_cv > best_F1_cv:
            best_F1_cv, best_threshold_cv = F1_score_cv, threshold

    f1_cv = cross_val_score(model.best_estimator_, features_train, target_train, scoring='f1', cv=5, verbose=0)
    print('Определёны: best_F1_score =', best_F1_cv.round(4), '| best_threshold =', best_threshold_cv.round(4))
    txt = f'F1-score по умолчанию (при threshold - 0.5) = {f1_cv.mean().round(4)}'
    print(txt)
    print('-'*len(txt))

    # строим график по полученным выше значениям threshold и F1 из списков thrsh_list, f1_list:
    plt.figure(figsize=(16,6))
    plt.plot(thrsh_list_cv, f1_list_cv)

    plt.plot([best_threshold_cv,best_threshold_cv],[0,best_F1_cv+0.05],
             linestyle='dotted',
             linewidth=2) #вертик.линия с лучшим порогом
    
    plt.plot([0.5, 0.5],[0,best_F1_cv+0.05],
             linestyle='dotted',
             alpha=0.7) #вертик.линия со станд. порогом

    plt.xlabel('Threshold', fontsize=12)
    plt.ylabel('F1-score', fontsize=12)

    plt.title(f'Зависимость F1-меры от значений порога модели (с лучшими гиперпараметрами на кросс-валидации)',
              fontsize=12)
    plt.legend(['F1-меры',
                f'Лучшее значение порога={best_threshold_cv.round(4)} (F1={best_F1_cv.round(4)})',
                f'Станд.порог=0.5 (F1={f1_cv.mean().round(4)})'],
               loc='lower right')
    plt.show()
    
thrsh(LR_clf, 'Логистическая регрессия')

Логистическая регрессия. Уточнение значения порога модели.

Определёны: best_F1_score = 0.9572 | best_threshold = 0.244
F1-score по умолчанию (при threshold - 0.5) = 0.9473
----------------------------------------------------

Комментарий:

Для наглядности стоило выводить и матрицу ошибок, и отчёт классификации, и значимость признаков, но поскольку финальный результат уже известен соотв. раздел добавлен только для лучшей модели и приводится вконце работы.

Поскольку перед процедурой уточнения порога модель уже была обучена, и лушчие гиперпараметры были подбораны, то значит, что сигмоида уже заняла в пространстве признаков определенное положение. Модель логистической регрессии достигает достаточно высоких результатов по F1-мере, значение ROC-AUC также превышает 0.5 и достаточно высоко.
Тем не менее уточнённые значения порога всё-равно могут значительно отличаться от стандартного порога threshold = 0.5, подобрав его, можно дополнительно повлиять на точность модели, не затаргивая гиперпараметры.

Вывод:

• Подбором гиперпарметров логистической регрессии (например с помощью GridSearchCV) можно настроить модель, не затрагивая значение threshold. Изменяя затем threshold логистической кривой, качество модели можно повысить дополнительно.
• Улучшение оказалось возможным, найден уточнённый порог threshold=0.244. Поскольку поиск уточнённого значения порога чувствительности велся в кросс-валидации, то полученное значение носит характер усреднённого и теоретически может быть успешно использовано для оценки качества модели на тестовой выборке (но на практике не применялось из-за случайного характера тестовых данных, в результате чего предсказания модели с измененным порогом получат случайную ошибку, для справедливости сравнения нужно либо переходить на повсеместное применение изменённых порогов, либо везде использовать стандартное значение).

Случайный лес.

Построим модель *случайного леса* для сравнения. Лучшие ГП также будем искать по сетке с кросс-валидацией, для лучшей модели построим графики и сравним результаты.

%%time

model = RandomForestClassifier(random_state=state, min_samples_leaf=1, max_features='sqrt')

# Pipeline с предобработкой и моделью
clf = Pipeline([
    ('prepr', prepr),
    ('estimator', model)
])

# поиск лучших гиперпарметров по сетке с кросс-валидацией
grid = {
    'estimator__n_estimators': range(1087, 1088, 1),
    'estimator__criterion': ['gini'], #'entropy','log_loss'],
    'estimator__max_depth': range(23, 24, 1),
    'estimator__class_weight': ['balanced'], #'Naone'],
    'estimator__ccp_alpha': [0] #, 0.0001, 10, 100, 1000]
}

RF_clf = GridSearchCV(
    clf,
    param_grid=grid,
    scoring='roc_auc',
    cv=5, verbose=1, n_jobs=-1
)

RF_clf.fit(features_train, target_train)

# выведем результаты на экран:
print('\nСлучайный лес\n')
print(f'- Лучший ROC-AUC = {RF_clf.best_score_.round(5)} ({LR_clf.best_score_.round(5)} у лог.регрессии)')
print('- Лучшие параметры:\n\t', {str(i)[11:]:RF_clf.best_params_.get(i) for i in RF_clf.best_params_})
print('- Лучшая модель:\n\t доступна из "RF_clf.best_estimator_"\n')

# добавим результаты в словарь
roc_auc_scores[f'Случайный лес'] = RF_clf.best_score_

Fitting 5 folds for each of 1 candidates, totalling 5 fits

Случайный лес

- Лучший ROC-AUC = 0.93526 (0.97123 у лог.регрессии)
- Лучшие параметры:
	 {'ccp_alpha': 0, 'class_weight': 'balanced', 'criterion': 'gini', 'max_depth': 23, 'n_estimators': 1087}
- Лучшая модель:
	 доступна из "RF_clf.best_estimator_"

CPU times: user 28.8 s, sys: 218 ms, total: 29 s
Wall time: 29 s

# проверка модели вручную (чтобы понять какие результаты считает GridSearchCV) 
model_test = RandomForestClassifier(random_state=state, min_samples_leaf=1, max_features='sqrt',
                                    n_estimators=1087, criterion='gini', max_depth=23,
                                    class_weight='balanced')

clf_test = Pipeline([
    ('prepr', prepr),
    ('estimator', model_test)
])

score_test = cross_val_score(clf_test, features_train, target_train, scoring='roc_auc', cv=5).mean()

if score_test == RF_clf.best_score_:
    print(f'ROC-AUC-меры после кросс-валидации у проверочной модели и лучшей модели случайного леса совпадают,\n'
          'проверка завершена успешно.')

ROC-AUC-меры после кросс-валидации у проверочной модели и лучшей модели случайного леса совпадают,
проверка завершена успешно.

Графики ROC и Precision-Recall.

Для построенной модели классификации изобразим графики ROC и Precision-Recall.

print('\nROC- и precision-recall-кривые случайного леса (с лучшими гиперпараметрами)')

roc(RF_clf, 'Случайный лес')
prec_rec(RF_clf, 'Случайный лес')

ROC- и precision-recall-кривые случайного леса (с лучшими гиперпараметрами)

[Parallel(n_jobs=-1)]: Using backend SequentialBackend with 1 concurrent workers.
[Parallel(n_jobs=-1)]: Done   1 out of   1 | elapsed:    4.8s remaining:    0.0s
[Parallel(n_jobs=-1)]: Done   5 out of   5 | elapsed:   25.2s finished

[Parallel(n_jobs=-1)]: Using backend SequentialBackend with 1 concurrent workers.
[Parallel(n_jobs=-1)]: Done   1 out of   1 | elapsed:    4.8s remaining:    0.0s
[Parallel(n_jobs=-1)]: Done   5 out of   5 | elapsed:   24.1s finished

Как говорилось в разделе выше (о логистич. регрессии): кривые, полученные по результатам предсказаний модели на тренировочной выборке, могут сильно отличаться в зависимости как от применённой модели, так и того, каким образом результаты были получены - в кросс-валидации или без неё (на всей выборке целиком).

Это поведение особенно хорошо заметно на "деревянных" моделях, т.к. лес способен очень хорошо запомнить выборку целиком, но при подаче на вход тестовой выборки, результаты будут стремиться к показаниям случайной модели. Это же отображено на графиках: случайный лес, делающий предсказание на тренировочной выборке без кросс-валидации, показывает кривые с площадью под ними равной 1, при сборе предсказаний в кросс-валидации на той же тренировочной выборке показатели устремляются в сторону уменьшения и приобретают более реалистичный характер.

Выбор порога threshold полученной модели.

Далее уточним значение порога классификации модели случайного леса.

thrsh(RF_clf, 'Случайный лес')

Случайный лес. Уточнение значения порога модели.

Определёны: best_F1_score = 0.9382 | best_threshold = 0.546
F1-score по умолчанию (при threshold - 0.5) = 0.9366
----------------------------------------------------

Вывод:

• построенная деревянная модель выглядит достаточно эффективной, для этого число оценивающих деревьев n_estimators было выбрано большим (для усреднения оценки), а число max_depth - близким к количеству признаков (интуитивное предположение), порог также был уточнён, но учитывая довольно случайный характер тестовых данных изменение порога может повести себя непредсказуемо и для однообразия результатов его лучше не менять,
• скорее всего модель переобучена в силу природы деревянных моделей и небольшой возможности регулирования. Применением бустинговых моделей может принести более устойчивый и более высокий результат.

Градиентный бустинг.

Модели *градиентного бустинга* обещают быть наиболее эффективными для задач подобного типа, но поскольку все они подразумевают использование самостоятельных библиотек, то в приложении к нашему примеру использовались не все доступные методы. Предпочтение отдано библиотеке CatBoost как наиболее знакомой. Подготовим признаки для ипользования и опробуем несколько подходов к настройкам гиперпараметров модели.

В моделях CatBoost есть встроенные инструменты для преобразования категориальных признаков (а также заполнения пропусков в числовых значениях) нужно только указать список столбцов с категориальными величинами. Поскольку конвейер преобразования признаков уже создавался, то можно было подать в модель преобразованные им признаки, однако сравнение с встроенным в CatBoost конвейером показало пусть и небольшой, но перевес в пользу последнего. По всей видимости он не только преобразует признаки, но и создаёт новые по своим алгоритмам. Модели передавался список столбцов cat_bool_features, содержащих категориальные признаки и признаки ранее размеченные как булевые.

# подготовим список столбцов с категориальными признаками
cat_bool_features = features.select_dtypes(include=['object','bool']).columns.values

# делим данные на тренировочную и валидационную части для CatBoost
X_train, X_validation, y_train, y_validation = train_test_split(features_train, target_train,
                                                                test_size=0.25,
                                                                random_state=state)
print(X_train.shape, X_validation.shape)

#cоздаем классификатор
model = CatBoostClassifier(
    eval_metric='AUC',
    iterations=300,
    l2_leaf_reg = 3, 
    learning_rate = 0.1,
    early_stopping_rounds=20,
    use_best_model=True,
    random_seed=606,
    custom_loss=['AUC','F1'],
    verbose=0,
    #train_dir='cb_test',
    #plot=True
)

# cбучаем модель с валидационной выборкой
model.fit(
    X_train, y_train,
    cat_features=cat_bool_features,
    eval_set=(X_validation, y_validation)
)

print(f'\nУстновленные гиперпараметры модели:')
for i in model.get_params().keys():
      print(f'\t- {i}: {model.get_params().get(i)}')
        
print('\nROC-AUC мера модели (усредненная, БЕЗ кросс-валиадции):',
      np.mean(model.evals_result_.get('validation').get('AUC')).round(5))

(3961, 18) (1321, 18)

Устновленные гиперпараметры модели:
	- iterations: 300
	- learning_rate: 0.1
	- l2_leaf_reg: 3
	- random_seed: 606
	- use_best_model: True
	- verbose: 0
	- custom_loss: ['AUC', 'F1']
	- eval_metric: AUC
	- early_stopping_rounds: 20

ROC-AUC мера модели (усредненная, БЕЗ кросс-валиадции): 0.94425

• Для бинарной классификации CatBoost предлагает использование 2 функций потерь loss_function: Logloss и CrossEntropy, по умолчанию используется первая - по ним ведётся сравнение и оптимизация моделей. Оценочные метрики, которые проще интерпретировать, могут быть указаны в атрибуте custom_loss = ['AUC', 'F1']. В нашем случае модели ранжировались с использованием метрики, отличной от функции потерь-AUC, она указывалась в атрибуте eval_metric='AUC'.
• Для сокращения времени обучения используется параметр early_stopping_rounds=20, который позволяет прерывать обучение, если на протяжении указанного числа итераций функция потерь не убывает, и который включён по умолчанию, если в модель передаётся валидационный набор данных.
• Аналогично use_best_model=True использовался, чтобы избегать переобучения моделей и ограничивать глубину решающих деревьев, когда начиналось переобучение.
• Шаг обучения learning_rate и количество итераций iterations подбирались таким образом, чтобы лучшая конфигурация приходилась на последние шаги.
• Немаловажно отметить необходимость выделения валидационной выборки из обучающих данных, т.к. она позволит избежать переобучения и сделает предсказания более устойчивыми.
• Первичная настройка гиперпараметров была проведена выше, ГП подбирались по показаниям функции потерь, выводимых с пом. verbose. График процесса обучения вывести не удалось в силу ограничений платформы *JN*.

# визуализация не заработала ни одним из способов:
1.  !pip install ipywidgets
    !jupyter nbextension enable --py widgetsnbextension

    ...train_dir='cb_test'... в атрибутах model

    from catboost import MetricVisualizer
    MetricVisualizer('/cb_test/').start()

2. ...plot=True... в атрибутах model

Кросс-валидация.

Более устойчивые оценки модели можно получить кросс-валидацией, для этого в CatBoost используется функция cv() с присущими ей методами, сравнение же велось с GridSearchCV.

Можно также отметить, что в состоянии "по умолчанию" модель CatBoost относительно быстро выдаёт хорошие результаты и решительно улучшить их не так просто.

# загрузим модель без eval_metric и custom_loss
model_ = CatBoostClassifier(
    iterations=300,
    l2_leaf_reg = 3, 
    learning_rate = 0.1,
    early_stopping_rounds=20,
    use_best_model=True,
    random_seed=606,
    verbose=0
)

# гиперпараметры для подбора
cb_params = {
    'iterations': [model_.get_params().get('iterations')],
    'learning_rate': [model_.get_params().get('learning_rate')],
    'loss_function' : ['Logloss'],
    'eval_metric' : ['AUC'],
    'random_seed' : [606]
            }
# обучение модели
grid = GridSearchCV(estimator=model_, param_grid=cb_params, scoring='roc_auc', cv=5)
grid.fit(X_train, y_train,
         cat_features=cat_bool_features,
         eval_set=(X_validation, y_validation),
         verbose=0)

# вывод на экран
print('ROC-AUC мера модели на кросс-валиадции (усредненная):', grid.best_score_.round(5))
#print('Лучшие параметры:', grid.best_params_)

ROC-AUC мера модели на кросс-валиадции (усредненная): 0.96744

Cравним GridSearch со встроенной функцией кросс-валидации cv() из CatBoost:

# словарь с параметрами модели
params = {}
params['loss_function'] = 'Logloss'
params['iterations'] = model.get_params().get('iterations')
params['eval_metric'] = 'AUC'
params['random_seed'] = 606
params['learning_rate'] = model.get_params().get('learning_rate')

# функция кросс-валидации CatBoost
cv_data = cv(
    params = params,
    pool = Pool(features_train, label=target_train, cat_features=cat_bool_features),
    fold_count=5,
    shuffle=True,
    partition_random_seed=0,
    stratified=True,
    verbose=0
)

# вывод результатов
print('ROC-AUC мера модели на кросс-валиадции, со стратификацией (усреднённая):',
      np.mean(cv_data["test-AUC-mean"]).round(5))
print(f'Лучшая ROC-AUC мера модели на кросс-валиадции: {model.best_score_.get("validation").get("AUC"):.5f}')

# добавим результаты в словарь
roc_auc_scores[f'Градиентный бустинг CatBoost'] = model.best_score_.get("validation").get("AUC")

Training on fold [0/5]

bestTest = 0.9664260557
bestIteration = 284

Training on fold [1/5]

bestTest = 0.9716540705
bestIteration = 256

Training on fold [2/5]

bestTest = 0.9677328792
bestIteration = 293

Training on fold [3/5]

bestTest = 0.9748619293
bestIteration = 293

Training on fold [4/5]

bestTest = 0.9674475331
bestIteration = 286

ROC-AUC мера модели на кросс-валиадции, со стратификацией (усреднённая): 0.95863
Лучшая ROC-AUC мера модели на кросс-валиадции: 0.95993

Результаты, получаемые на кросс-валидации получаются более устойчивыми и приближенными к реальным показателям качества модели. Итоговая мера ROC-AUC достаточно высока: выше чем у случайного леса, но ниже чем у логистической регрессии. Гибкость настройки модели и скорость обучения можно признать преимуществом перед другими моделями.

Графики ROC и Precision-Recall.

Построим графики ROC и Precision-Recall и рассмотрим возможность настройки порога чувствительности threshold модели.

Созданные ранее функции для построения графиков придётся переписать, поскольку не все методы sklearn работают с объектами из CatBoost, поэтому обратимся к соответствующим инструментам библиотеки CatBoost.

# график roc_curve
def roc_cb(model, description):

    plt.figure(figsize=(16,10))
    
    # график ROC через predict_proba() на train выборке
    probabilities_one = model.predict_proba(features_train)[:,1]
    fpr, tpr, thresholds = roc_curve(target_train, probabilities_one)
    roc_auc = auc(fpr, tpr)
    plt.plot(fpr,tpr, linestyle='-', linewidth=1)
    
    # график ROC лучшей модели встроенными инструментами CatBoost (совпадает с графиком выше, поэтому подавлен)
    # eval_pool = Pool(features_train, target_train, cat_features=cat_bool_features)
    # fpr_cb, tpr_cb, thresholds_cb = get_roc_curve(model, eval_pool)
    # roc_auc_cb = auc(fpr_cb, tpr_cb)
    # plt.plot(fpr_cb, tpr_cb, color='darkorange', linewidth=1, alpha=0.5)
    
    plt.plot([0, 1], [0, 1], linestyle='dotted', lw=2) #ROC-кривая случайной модели

    plt.xlabel('False Positive Rate', fontsize=12)
    plt.ylabel('True Positive Rate', fontsize=12)
    
    plt.legend([f'{description} (с лучшими г.п., БЕЗ кросс-валидации) (area={roc_auc:.4f})',
                f'Cлучайная модель'],
               loc="lower right")
    plt.title(f'{description}+ГП. ROC-кривые.')
    plt.show()

# график precision_recall_curve:
def prec_rec_cb(model, description):

    plt.figure(figsize=(16,10))
    
    # график для лучшей модели на train
    probabilities_one = model.predict_proba(features_train)[:,1]
    precision, recall, thresholds = precision_recall_curve(target_train, probabilities_one)
    plt.step(recall, precision, where='post', linestyle='-', linewidth=1)
    roc_auc = auc(recall, precision)  
   
    plt.xlabel('Recall', fontsize=12)
    plt.ylabel('Precision', fontsize=12)

    plt.legend([f'{description} (с лучшими г.п., БЕЗ кросс-валидации) (area={roc_auc:.5f})'],
               loc="lower left")
    plt.title(f'{description}. Precision-Recall-кривая.', fontsize=12)
    plt.show()

roc_cb(model,'CatBoost')
prec_rec_cb(model, 'CatBoost')

Полученные графики отображают поведение бустинговой модели на всей обучающей выборке без кросс-валидации результатов (для экономии времени на разработку), что делает вычисления значения площади под кривыми не совсем адекватным, но тем не менее даёт наглядное представление о качестве построенной модели. Кросс-валидированные значения ROC-AUC расположены в предыдущем разделе.

Выбор порога threshold полученной модели.

Повторим процедуру выбора нового порога классификации. Функцию для нахождения threshold пришлось переписать. Автор не смог понять, как заставить CatBoost получить F1-меры построенной модели в кросс-валидации встроенными инструментами (наподобии cross_val_score()) из-за чего пришлось дописывать процедуры вручную.

# найдём значения f1-меры для разных значений порога threshold (на кросс-валидации)

def thrsh_cb(model, description, verbose=None):
    print(f'\n{description}. Уточнение значения порога модели.\n')
    
    # списки для отбора значений
    best_F1 = 0
    best_threshold = 0
    f1_list = []
    thrsh_list = []
    
    predictions = []
    targets = []
    f1_scores = []
    
    # инициализация KFold, который будет разбивать выборки на train и test для кросс-валидации
    skf = KFold(n_splits=10, random_state=state, shuffle=True)
    
    # цикл генерации train и test выборок по индексам из KFold
    for train_index, test_index in skf.split(features_train, target_train):
        X_train, X_test = features_train.iloc[train_index], features_train.iloc[test_index]
        y_train, y_test = target_train.iloc[train_index], target_train.iloc[test_index]
    
        # делим данные из train на тренировочную и валидационную части для CatBoost
        X_train_, X_validation, y_train_, y_validation = train_test_split(X_train, y_train,
                                                                          test_size=0.25,
                                                                          random_state=state)
        
        # обучаем модель с валидационной выборкой, делаем предсказания вероятности классов на тестовой (test)
        model.fit(X_train_, y_train_, cat_features=cat_bool_features, eval_set=(X_validation, y_validation))
        predict = model.predict(X_test, prediction_type='Probability')[:,1]
        
        # заносим значения в соотв. списки
        predictions.extend(predict)
        targets.extend(y_test.values)
        f1_scores.append(f1_score(y_test, predict>0.5))
        
    # подготовим список вероятностей положительного класса для модели
    probabilities_one = predictions
    
    # цикл для поиска нового значения порога
    for threshold in np.arange(0, 1, 0.0001):
        # получим список значений True/False для выбранного threshold, сравнив с вероятностью положит. класса
        predicted = probabilities_one > threshold
        F1_score = f1_score(targets, predicted) # рассчитаем f1-меру
        
        # заносим значения порогов и F1-мер в соотв. списки
        thrsh_list.append(threshold)
        f1_list.append(F1_score)
    
        # проверяем условие в цикле
        if F1_score > best_F1:
            best_F1, best_threshold = F1_score, threshold
           
        
    print('Определёны: best_F1_score =', best_F1.round(4), '| best_threshold =', best_threshold.round(4))
    txt = f'F1-score по умолчанию (при threshold - 0.5) = {np.mean(f1_scores).round(4)}'
    print(txt)
    print('-'*len(txt))
    
    # строим график по полученным выше значениям threshold и F1 из списков thrsh_list, f1_list:
    plt.figure(figsize=(16,6))
    plt.plot(thrsh_list, f1_list)

    plt.plot([best_threshold,best_threshold],[0,best_F1+0.05],
             linestyle='dotted',
             linewidth=2) #вертик.линия с лучшим порогом
    
    plt.plot([0.5, 0.5],[0,best_F1+0.05],
             linestyle='dotted',
             alpha=0.7) #вертик.линия со станд. порогом

    plt.xlabel('Threshold', fontsize=12)
    plt.ylabel('F1-score', fontsize=12)

    plt.title(f'Зависимость F1-меры от значений порога модели (с лучшими гиперпараметрами на кросс-валидации)',
              fontsize=12)
    plt.legend(['F1-меры',
                f'Лучшее значение порога={best_threshold.round(4)} (F1={best_F1.round(4)})',
                f'Станд.порог=0.5 (F1={np.mean(f1_scores).round(4)})'],
               loc='lower left')
    plt.show()
    
thrsh_cb(model, 'CatBoost')

CatBoost. Уточнение значения порога модели.

Определёны: best_F1_score = 0.9535 | best_threshold = 0.5455
F1-score по умолчанию (при threshold - 0.5) = 0.9524
----------------------------------------------------

Вывод:

• Значение порога выбиралось по демонстрируемым F1-мерам на перебираемых последовательно величинах с шагом 0,0001. Результаты получены на кросс-валидации. На полученном графике можно отметить близость порогов классификации 0.5, выбираемого по умолчанию, и порога полученного сравнением. Менять threshold модели не имеет практического смысла.

• Модель CatBoost демонстрирует большую устойчивость. Результаты, получаемые на кросс-валидации получаются более приближенными к показаниям на реальных данных. Итоговая мера ROC-AUC достаточно высока.

Нейронная сеть для классификации.

Логистическая регрессия и модели деревьев на преобразованном датасете обучаются довольно хорошо, интересно сравнить исходы этих процессов с результатами, которые может выдать нейронная сеть.

Применение нейросети обосновать непросто: как уже было сказано выше, задачу классифифкации на табличных данных достаточно эффективно решают ML-алгоритмы, у нас по сути нет избыточной информации в данных, признаки векторизованы, их взаимное расположение не несёт дополнительной информации: это не тексты, изображения или звук. Тем не менее применимость нейросетевого подхода в обработке табличных данных видится заслуживающей внимания. Нейронные сети являются наиболее универсальными классификаторами, поскольку весами связей нейронов вполне можно выделять определённые структуры в данных. Проведём исследование классифицирующей способности полносвязных нейронных сетей, используя функции и методы библиотеки Keras/TensorFlow.

Предобработка, параметры, архитектура сети.

• Напрашивается сравнение "алгоритмической" логистической регрессии из sklearn и логистической регрессии, реализованной в однослойной нейронной сети с одним выхдным нейроном с сигмоидной функцией активации для получения значений классов 0 и 1 на выходе.

• Отбор признаков был осуществлён вначале работы, считаем, что все признаки достаточно значимы для различения классов. Встерчающиеся значения дают достаточное количество разнообразных комбинаций, чтобы противоречий в оценках похожих объектов на всём объёме выборки практически не возникало. Перед подачей векторов значений в нейронную сеть остаётся выполнить нормализацию значений признаков к диапазону 0..1.

• В качестве функции потерь для бинарной классификации имеет смысл использовать *Binary Cross-Entropy* или *BCE* (англ. «бинарная кросс-энтропия»). Метрику accuracy применять не можем: у неё нет производной, поэтому градиентный спуск работать не будет. *BCE* вычисляется как $BCE = -log(p)$. Если вероятность правильного ответа $p$ приблизительно равна единице, то $-log(p)$ — положительное число, близкое к нулю и ошибка будет маленькой. Когда вероятность правильного ответа $p≈0$, то $-log(p)$ — большое положительное число соответсвенно ошибка тоже большая.

# нормализуем значения признаков для обучающей и тестовой выборок к диапазону 0-1
scaler = MinMaxScaler(feature_range=(0, 1))

# + ColumnTransformer на исходные features
features_train_neu = scaler.fit_transform(prepr.fit_transform(features_train))
features_test_neu = scaler.fit_transform(prepr.fit_transform(features_test))
print(features_train_neu.shape, features_test_neu.shape)

(5282, 26) (1761, 26)

# обучающую выборку для нейронных сетей разделим на обучающую и валидационную части
X_train, X_validation, y_train, y_validation = train_test_split(features_train_neu,
                                                                target_train,
                                                                test_size=0.25,
                                                                random_state=state)

Однослойная нейросеть - логистическая регрессия.

Для сравнения с логистической регрессии из sklearn реализуем её в однослойной нейронной сети с одним выхдным нейроном с сигмоидной функцией активации.

%%time
# строим логистическую регрессию в виде однослойной нейросети с сигмоидной функцией активации
model_n = keras.models.Sequential() # инициализация модели из keras

# добавим слой с выходным нейроном
model_n.add(keras.layers.Dense(units=1,
                               input_dim=X_train.shape[1],
                               activation='sigmoid'))

# метрика кач-ва, функция потерь и алгоритм спуска
model_n.compile(loss='binary_crossentropy', optimizer='adam', metrics=['AUC'])

# обучаем нейросеть, указываем валидационную выборку
model_n.fit(X_train, y_train,
            epochs=10000, verbose=2,
            validation_data=(X_validation, y_validation))

# предсказания и оценки на обучающей и валидационной выборках (без кросс-валидации)
pred_trn = model_n.predict(X_train) > 0.5
pred_val = model_n.predict(X_validation) > 0.5

print()
print("ROC-AUC на обучающей выборке:", roc_auc_score(y_train,pred_trn).round(5))
print("ROC-AUC на валидационной выборке:", roc_auc_score(y_validation,pred_val).round(5))

# добавим результаты в словарь
roc_auc_scores[f'Нейросеть (логистич.регрессия)'] = roc_auc_score(y_validation,pred_val).round(5)

2022-07-19 07:12:04.335965: I tensorflow/core/platform/cpu_feature_guard.cc:151] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 AVX512F FMA
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

Epoch 1/10000
124/124 - 2s - loss: 1.0920 - auc: 0.4452 - val_loss: 0.8686 - val_auc: 0.4569 - 2s/epoch - 13ms/step
Epoch 2/10000
124/124 - 0s - loss: 0.7449 - auc: 0.4584 - val_loss: 0.6526 - val_auc: 0.5048 - 406ms/epoch - 3ms/step
Epoch 3/10000
124/124 - 0s - loss: 0.6214 - auc: 0.5346 - val_loss: 0.5753 - val_auc: 0.5979 - 395ms/epoch - 3ms/step
Epoch 4/10000
124/124 - 0s - loss: 0.5701 - auc: 0.6311 - val_loss: 0.5345 - val_auc: 0.6892 - 403ms/epoch - 3ms/step
Epoch 5/10000
124/124 - 0s - loss: 0.5382 - auc: 0.7077 - val_loss: 0.5071 - val_auc: 0.7500 - 399ms/epoch - 3ms/step
Epoch 6/10000
124/124 - 0s - loss: 0.5145 - auc: 0.7553 - val_loss: 0.4865 - val_auc: 0.7830 - 393ms/epoch - 3ms/step
Epoch 7/10000
124/124 - 0s - loss: 0.4965 - auc: 0.7824 - val_loss: 0.4708 - val_auc: 0.8010 - 394ms/epoch - 3ms/step
Epoch 8/10000
124/124 - 0s - loss: 0.4826 - auc: 0.7978 - val_loss: 0.4589 - val_auc: 0.8127 - 396ms/epoch - 3ms/step
Epoch 9/10000
124/124 - 0s - loss: 0.4718 - auc: 0.8079 - val_loss: 0.4496 - val_auc: 0.8204 - 390ms/epoch - 3ms/step
Epoch 10/10000
124/124 - 0s - loss: 0.4633 - auc: 0.8144 - val_loss: 0.4427 - val_auc: 0.8260 - 390ms/epoch - 3ms/step
Epoch 11/10000
124/124 - 0s - loss: 0.4566 - auc: 0.8196 - val_loss: 0.4369 - val_auc: 0.8293 - 397ms/epoch - 3ms/step
Epoch 12/10000
124/124 - 0s - loss: 0.4512 - auc: 0.8233 - val_loss: 0.4322 - val_auc: 0.8321 - 401ms/epoch - 3ms/step
Epoch 13/10000
124/124 - 0s - loss: 0.4467 - auc: 0.8266 - val_loss: 0.4282 - val_auc: 0.8343 - 397ms/epoch - 3ms/step
Epoch 14/10000
124/124 - 0s - loss: 0.4430 - auc: 0.8291 - val_loss: 0.4254 - val_auc: 0.8361 - 395ms/epoch - 3ms/step
Epoch 15/10000
124/124 - 0s - loss: 0.4396 - auc: 0.8317 - val_loss: 0.4221 - val_auc: 0.8376 - 389ms/epoch - 3ms/step
Epoch 16/10000
124/124 - 0s - loss: 0.4367 - auc: 0.8338 - val_loss: 0.4198 - val_auc: 0.8390 - 393ms/epoch - 3ms/step
Epoch 17/10000
124/124 - 0s - loss: 0.4340 - auc: 0.8358 - val_loss: 0.4178 - val_auc: 0.8403 - 455ms/epoch - 4ms/step
Epoch 18/10000
124/124 - 0s - loss: 0.4317 - auc: 0.8376 - val_loss: 0.4162 - val_auc: 0.8413 - 286ms/epoch - 2ms/step
Epoch 19/10000
124/124 - 0s - loss: 0.4296 - auc: 0.8391 - val_loss: 0.4140 - val_auc: 0.8428 - 396ms/epoch - 3ms/step
Epoch 20/10000
124/124 - 0s - loss: 0.4277 - auc: 0.8404 - val_loss: 0.4124 - val_auc: 0.8437 - 391ms/epoch - 3ms/step
Epoch 21/10000
124/124 - 0s - loss: 0.4258 - auc: 0.8422 - val_loss: 0.4107 - val_auc: 0.8448 - 393ms/epoch - 3ms/step
Epoch 22/10000
124/124 - 0s - loss: 0.4242 - auc: 0.8433 - val_loss: 0.4095 - val_auc: 0.8455 - 402ms/epoch - 3ms/step
Epoch 23/10000
124/124 - 0s - loss: 0.4225 - auc: 0.8449 - val_loss: 0.4083 - val_auc: 0.8464 - 392ms/epoch - 3ms/step
Epoch 24/10000
124/124 - 0s - loss: 0.4210 - auc: 0.8460 - val_loss: 0.4071 - val_auc: 0.8476 - 407ms/epoch - 3ms/step
Epoch 25/10000
124/124 - 0s - loss: 0.4196 - auc: 0.8474 - val_loss: 0.4061 - val_auc: 0.8480 - 393ms/epoch - 3ms/step
Epoch 26/10000
124/124 - 0s - loss: 0.4182 - auc: 0.8483 - val_loss: 0.4050 - val_auc: 0.8491 - 395ms/epoch - 3ms/step
Epoch 27/10000
124/124 - 0s - loss: 0.4170 - auc: 0.8498 - val_loss: 0.4043 - val_auc: 0.8493 - 391ms/epoch - 3ms/step
Epoch 28/10000
124/124 - 0s - loss: 0.4157 - auc: 0.8506 - val_loss: 0.4031 - val_auc: 0.8503 - 396ms/epoch - 3ms/step
Epoch 29/10000
124/124 - 0s - loss: 0.4144 - auc: 0.8515 - val_loss: 0.4025 - val_auc: 0.8507 - 398ms/epoch - 3ms/step
Epoch 30/10000
124/124 - 0s - loss: 0.4134 - auc: 0.8525 - val_loss: 0.4010 - val_auc: 0.8514 - 396ms/epoch - 3ms/step
Epoch 31/10000
124/124 - 0s - loss: 0.4122 - auc: 0.8534 - val_loss: 0.4002 - val_auc: 0.8519 - 401ms/epoch - 3ms/step
Epoch 32/10000
124/124 - 0s - loss: 0.4111 - auc: 0.8543 - val_loss: 0.3992 - val_auc: 0.8524 - 454ms/epoch - 4ms/step
Epoch 33/10000
124/124 - 0s - loss: 0.4100 - auc: 0.8553 - val_loss: 0.3987 - val_auc: 0.8530 - 351ms/epoch - 3ms/step
Epoch 34/10000
124/124 - 0s - loss: 0.4089 - auc: 0.8563 - val_loss: 0.3980 - val_auc: 0.8537 - 403ms/epoch - 3ms/step
Epoch 35/10000
124/124 - 0s - loss: 0.4080 - auc: 0.8569 - val_loss: 0.3968 - val_auc: 0.8542 - 398ms/epoch - 3ms/step
Epoch 36/10000
124/124 - 0s - loss: 0.4070 - auc: 0.8577 - val_loss: 0.3960 - val_auc: 0.8548 - 389ms/epoch - 3ms/step
Epoch 37/10000
124/124 - 0s - loss: 0.4059 - auc: 0.8586 - val_loss: 0.3956 - val_auc: 0.8553 - 396ms/epoch - 3ms/step
Epoch 38/10000
124/124 - 0s - loss: 0.4050 - auc: 0.8594 - val_loss: 0.3944 - val_auc: 0.8558 - 405ms/epoch - 3ms/step
Epoch 39/10000
124/124 - 0s - loss: 0.4043 - auc: 0.8598 - val_loss: 0.3936 - val_auc: 0.8563 - 452ms/epoch - 4ms/step
Epoch 40/10000
124/124 - 0s - loss: 0.4033 - auc: 0.8607 - val_loss: 0.3929 - val_auc: 0.8567 - 409ms/epoch - 3ms/step
Epoch 41/10000
124/124 - 0s - loss: 0.4025 - auc: 0.8613 - val_loss: 0.3922 - val_auc: 0.8574 - 425ms/epoch - 3ms/step
Epoch 42/10000
124/124 - 0s - loss: 0.4015 - auc: 0.8620 - val_loss: 0.3915 - val_auc: 0.8576 - 412ms/epoch - 3ms/step
Epoch 43/10000
124/124 - 0s - loss: 0.4009 - auc: 0.8625 - val_loss: 0.3909 - val_auc: 0.8580 - 420ms/epoch - 3ms/step
Epoch 44/10000
124/124 - 0s - loss: 0.3999 - auc: 0.8634 - val_loss: 0.3906 - val_auc: 0.8586 - 415ms/epoch - 3ms/step
Epoch 45/10000
124/124 - 0s - loss: 0.3993 - auc: 0.8637 - val_loss: 0.3900 - val_auc: 0.8589 - 460ms/epoch - 4ms/step
Epoch 46/10000
124/124 - 0s - loss: 0.3984 - auc: 0.8646 - val_loss: 0.3892 - val_auc: 0.8593 - 424ms/epoch - 3ms/step
Epoch 47/10000
124/124 - 0s - loss: 0.3976 - auc: 0.8650 - val_loss: 0.3881 - val_auc: 0.8599 - 464ms/epoch - 4ms/step
Epoch 48/10000
124/124 - 0s - loss: 0.3968 - auc: 0.8655 - val_loss: 0.3878 - val_auc: 0.8604 - 418ms/epoch - 3ms/step
Epoch 49/10000
124/124 - 0s - loss: 0.3961 - auc: 0.8661 - val_loss: 0.3871 - val_auc: 0.8610 - 398ms/epoch - 3ms/step
Epoch 50/10000
124/124 - 0s - loss: 0.3954 - auc: 0.8666 - val_loss: 0.3866 - val_auc: 0.8614 - 411ms/epoch - 3ms/step
Epoch 51/10000
124/124 - 0s - loss: 0.3947 - auc: 0.8673 - val_loss: 0.3859 - val_auc: 0.8617 - 396ms/epoch - 3ms/step
Epoch 52/10000
124/124 - 0s - loss: 0.3939 - auc: 0.8677 - val_loss: 0.3851 - val_auc: 0.8621 - 408ms/epoch - 3ms/step
Epoch 53/10000
124/124 - 0s - loss: 0.3931 - auc: 0.8685 - val_loss: 0.3844 - val_auc: 0.8625 - 465ms/epoch - 4ms/step
Epoch 54/10000
124/124 - 0s - loss: 0.3924 - auc: 0.8688 - val_loss: 0.3840 - val_auc: 0.8631 - 403ms/epoch - 3ms/step
Epoch 55/10000
124/124 - 0s - loss: 0.3917 - auc: 0.8693 - val_loss: 0.3832 - val_auc: 0.8636 - 403ms/epoch - 3ms/step
Epoch 56/10000
124/124 - 0s - loss: 0.3911 - auc: 0.8696 - val_loss: 0.3826 - val_auc: 0.8641 - 397ms/epoch - 3ms/step
Epoch 57/10000
124/124 - 0s - loss: 0.3904 - auc: 0.8703 - val_loss: 0.3821 - val_auc: 0.8645 - 396ms/epoch - 3ms/step
Epoch 58/10000
124/124 - 0s - loss: 0.3898 - auc: 0.8705 - val_loss: 0.3812 - val_auc: 0.8647 - 401ms/epoch - 3ms/step
Epoch 59/10000
124/124 - 0s - loss: 0.3890 - auc: 0.8713 - val_loss: 0.3811 - val_auc: 0.8653 - 392ms/epoch - 3ms/step
Epoch 60/10000
124/124 - 0s - loss: 0.3884 - auc: 0.8716 - val_loss: 0.3806 - val_auc: 0.8655 - 405ms/epoch - 3ms/step
Epoch 61/10000
124/124 - 0s - loss: 0.3877 - auc: 0.8722 - val_loss: 0.3796 - val_auc: 0.8659 - 394ms/epoch - 3ms/step
Epoch 62/10000
124/124 - 0s - loss: 0.3871 - auc: 0.8728 - val_loss: 0.3794 - val_auc: 0.8664 - 401ms/epoch - 3ms/step
Epoch 63/10000
124/124 - 0s - loss: 0.3867 - auc: 0.8728 - val_loss: 0.3786 - val_auc: 0.8667 - 409ms/epoch - 3ms/step
Epoch 64/10000
124/124 - 0s - loss: 0.3859 - auc: 0.8735 - val_loss: 0.3782 - val_auc: 0.8672 - 390ms/epoch - 3ms/step
Epoch 65/10000
124/124 - 0s - loss: 0.3852 - auc: 0.8738 - val_loss: 0.3775 - val_auc: 0.8674 - 396ms/epoch - 3ms/step
Epoch 66/10000
124/124 - 0s - loss: 0.3847 - auc: 0.8743 - val_loss: 0.3769 - val_auc: 0.8679 - 397ms/epoch - 3ms/step
Epoch 67/10000
124/124 - 0s - loss: 0.3841 - auc: 0.8747 - val_loss: 0.3767 - val_auc: 0.8683 - 394ms/epoch - 3ms/step
Epoch 68/10000
124/124 - 0s - loss: 0.3835 - auc: 0.8751 - val_loss: 0.3758 - val_auc: 0.8687 - 389ms/epoch - 3ms/step
Epoch 69/10000
124/124 - 0s - loss: 0.3828 - auc: 0.8757 - val_loss: 0.3756 - val_auc: 0.8692 - 398ms/epoch - 3ms/step
Epoch 70/10000
124/124 - 0s - loss: 0.3823 - auc: 0.8761 - val_loss: 0.3748 - val_auc: 0.8695 - 395ms/epoch - 3ms/step
Epoch 71/10000
124/124 - 0s - loss: 0.3817 - auc: 0.8763 - val_loss: 0.3743 - val_auc: 0.8700 - 389ms/epoch - 3ms/step
Epoch 72/10000
124/124 - 0s - loss: 0.3811 - auc: 0.8771 - val_loss: 0.3737 - val_auc: 0.8705 - 403ms/epoch - 3ms/step
Epoch 73/10000
124/124 - 0s - loss: 0.3809 - auc: 0.8768 - val_loss: 0.3732 - val_auc: 0.8706 - 424ms/epoch - 3ms/step
Epoch 74/10000
124/124 - 0s - loss: 0.3800 - auc: 0.8775 - val_loss: 0.3726 - val_auc: 0.8709 - 382ms/epoch - 3ms/step
Epoch 75/10000
124/124 - 0s - loss: 0.3793 - auc: 0.8781 - val_loss: 0.3722 - val_auc: 0.8716 - 394ms/epoch - 3ms/step
Epoch 76/10000
124/124 - 0s - loss: 0.3788 - auc: 0.8784 - val_loss: 0.3715 - val_auc: 0.8719 - 391ms/epoch - 3ms/step
Epoch 77/10000
124/124 - 0s - loss: 0.3783 - auc: 0.8789 - val_loss: 0.3714 - val_auc: 0.8721 - 393ms/epoch - 3ms/step
Epoch 78/10000
124/124 - 0s - loss: 0.3778 - auc: 0.8789 - val_loss: 0.3710 - val_auc: 0.8724 - 389ms/epoch - 3ms/step
Epoch 79/10000
124/124 - 0s - loss: 0.3771 - auc: 0.8796 - val_loss: 0.3702 - val_auc: 0.8729 - 351ms/epoch - 3ms/step
Epoch 80/10000
124/124 - 0s - loss: 0.3765 - auc: 0.8801 - val_loss: 0.3697 - val_auc: 0.8732 - 378ms/epoch - 3ms/step
Epoch 81/10000
124/124 - 0s - loss: 0.3761 - auc: 0.8806 - val_loss: 0.3696 - val_auc: 0.8735 - 393ms/epoch - 3ms/step
Epoch 82/10000
124/124 - 0s - loss: 0.3756 - auc: 0.8806 - val_loss: 0.3690 - val_auc: 0.8737 - 392ms/epoch - 3ms/step
Epoch 83/10000
124/124 - 0s - loss: 0.3750 - auc: 0.8808 - val_loss: 0.3683 - val_auc: 0.8742 - 389ms/epoch - 3ms/step
Epoch 84/10000
124/124 - 0s - loss: 0.3744 - auc: 0.8813 - val_loss: 0.3680 - val_auc: 0.8745 - 389ms/epoch - 3ms/step
Epoch 85/10000
124/124 - 0s - loss: 0.3740 - auc: 0.8817 - val_loss: 0.3675 - val_auc: 0.8750 - 399ms/epoch - 3ms/step
Epoch 86/10000
124/124 - 0s - loss: 0.3735 - auc: 0.8819 - val_loss: 0.3670 - val_auc: 0.8753 - 404ms/epoch - 3ms/step
Epoch 87/10000
124/124 - 0s - loss: 0.3729 - auc: 0.8823 - val_loss: 0.3665 - val_auc: 0.8757 - 398ms/epoch - 3ms/step
Epoch 88/10000
124/124 - 0s - loss: 0.3725 - auc: 0.8827 - val_loss: 0.3658 - val_auc: 0.8761 - 398ms/epoch - 3ms/step
Epoch 89/10000
124/124 - 0s - loss: 0.3719 - auc: 0.8830 - val_loss: 0.3655 - val_auc: 0.8765 - 429ms/epoch - 3ms/step
Epoch 90/10000
124/124 - 0s - loss: 0.3713 - auc: 0.8840 - val_loss: 0.3655 - val_auc: 0.8767 - 417ms/epoch - 3ms/step
Epoch 91/10000
124/124 - 1s - loss: 0.3711 - auc: 0.8835 - val_loss: 0.3651 - val_auc: 0.8771 - 607ms/epoch - 5ms/step
Epoch 92/10000
124/124 - 1s - loss: 0.3705 - auc: 0.8840 - val_loss: 0.3644 - val_auc: 0.8775 - 510ms/epoch - 4ms/step
Epoch 93/10000
124/124 - 0s - loss: 0.3700 - auc: 0.8842 - val_loss: 0.3637 - val_auc: 0.8775 - 395ms/epoch - 3ms/step
Epoch 94/10000
124/124 - 0s - loss: 0.3695 - auc: 0.8849 - val_loss: 0.3635 - val_auc: 0.8780 - 386ms/epoch - 3ms/step
Epoch 95/10000
124/124 - 0s - loss: 0.3690 - auc: 0.8850 - val_loss: 0.3628 - val_auc: 0.8783 - 334ms/epoch - 3ms/step
Epoch 96/10000
124/124 - 0s - loss: 0.3685 - auc: 0.8854 - val_loss: 0.3625 - val_auc: 0.8785 - 378ms/epoch - 3ms/step
Epoch 97/10000
124/124 - 0s - loss: 0.3681 - auc: 0.8856 - val_loss: 0.3621 - val_auc: 0.8786 - 388ms/epoch - 3ms/step
Epoch 98/10000
124/124 - 0s - loss: 0.3677 - auc: 0.8859 - val_loss: 0.3615 - val_auc: 0.8791 - 390ms/epoch - 3ms/step
Epoch 99/10000
124/124 - 0s - loss: 0.3672 - auc: 0.8863 - val_loss: 0.3609 - val_auc: 0.8796 - 331ms/epoch - 3ms/step
Epoch 100/10000
124/124 - 0s - loss: 0.3667 - auc: 0.8866 - val_loss: 0.3607 - val_auc: 0.8798 - 380ms/epoch - 3ms/step
Epoch 101/10000
124/124 - 0s - loss: 0.3661 - auc: 0.8872 - val_loss: 0.3604 - val_auc: 0.8800 - 389ms/epoch - 3ms/step
Epoch 102/10000
124/124 - 0s - loss: 0.3657 - auc: 0.8873 - val_loss: 0.3598 - val_auc: 0.8804 - 339ms/epoch - 3ms/step
Epoch 103/10000
124/124 - 0s - loss: 0.3653 - auc: 0.8877 - val_loss: 0.3594 - val_auc: 0.8807 - 390ms/epoch - 3ms/step
Epoch 104/10000
124/124 - 0s - loss: 0.3648 - auc: 0.8878 - val_loss: 0.3590 - val_auc: 0.8809 - 372ms/epoch - 3ms/step
Epoch 105/10000
124/124 - 0s - loss: 0.3644 - auc: 0.8883 - val_loss: 0.3591 - val_auc: 0.8811 - 334ms/epoch - 3ms/step
Epoch 106/10000
124/124 - 0s - loss: 0.3640 - auc: 0.8885 - val_loss: 0.3584 - val_auc: 0.8817 - 328ms/epoch - 3ms/step
Epoch 107/10000
124/124 - 0s - loss: 0.3634 - auc: 0.8887 - val_loss: 0.3575 - val_auc: 0.8818 - 374ms/epoch - 3ms/step
Epoch 108/10000
124/124 - 0s - loss: 0.3632 - auc: 0.8890 - val_loss: 0.3574 - val_auc: 0.8820 - 322ms/epoch - 3ms/step
Epoch 109/10000
124/124 - 0s - loss: 0.3627 - auc: 0.8894 - val_loss: 0.3569 - val_auc: 0.8824 - 373ms/epoch - 3ms/step
Epoch 110/10000
124/124 - 0s - loss: 0.3623 - auc: 0.8896 - val_loss: 0.3566 - val_auc: 0.8826 - 326ms/epoch - 3ms/step
Epoch 111/10000
124/124 - 0s - loss: 0.3618 - auc: 0.8900 - val_loss: 0.3563 - val_auc: 0.8831 - 382ms/epoch - 3ms/step
Epoch 112/10000
124/124 - 0s - loss: 0.3614 - auc: 0.8902 - val_loss: 0.3563 - val_auc: 0.8833 - 332ms/epoch - 3ms/step
Epoch 113/10000
124/124 - 0s - loss: 0.3610 - auc: 0.8905 - val_loss: 0.3556 - val_auc: 0.8834 - 381ms/epoch - 3ms/step
Epoch 114/10000
124/124 - 0s - loss: 0.3606 - auc: 0.8907 - val_loss: 0.3554 - val_auc: 0.8838 - 399ms/epoch - 3ms/step
Epoch 115/10000
124/124 - 0s - loss: 0.3602 - auc: 0.8910 - val_loss: 0.3545 - val_auc: 0.8842 - 360ms/epoch - 3ms/step
Epoch 116/10000
124/124 - 0s - loss: 0.3598 - auc: 0.8912 - val_loss: 0.3543 - val_auc: 0.8842 - 326ms/epoch - 3ms/step
Epoch 117/10000
124/124 - 0s - loss: 0.3593 - auc: 0.8917 - val_loss: 0.3540 - val_auc: 0.8847 - 383ms/epoch - 3ms/step
Epoch 118/10000
124/124 - 0s - loss: 0.3589 - auc: 0.8919 - val_loss: 0.3537 - val_auc: 0.8849 - 334ms/epoch - 3ms/step
Epoch 119/10000
124/124 - 0s - loss: 0.3586 - auc: 0.8921 - val_loss: 0.3535 - val_auc: 0.8852 - 385ms/epoch - 3ms/step
Epoch 120/10000
124/124 - 0s - loss: 0.3582 - auc: 0.8921 - val_loss: 0.3527 - val_auc: 0.8855 - 384ms/epoch - 3ms/step
Epoch 121/10000
124/124 - 0s - loss: 0.3579 - auc: 0.8925 - val_loss: 0.3527 - val_auc: 0.8857 - 403ms/epoch - 3ms/step
Epoch 122/10000
124/124 - 0s - loss: 0.3575 - auc: 0.8928 - val_loss: 0.3523 - val_auc: 0.8859 - 383ms/epoch - 3ms/step
Epoch 123/10000
124/124 - 0s - loss: 0.3570 - auc: 0.8932 - val_loss: 0.3518 - val_auc: 0.8862 - 392ms/epoch - 3ms/step
Epoch 124/10000
124/124 - 0s - loss: 0.3566 - auc: 0.8933 - val_loss: 0.3512 - val_auc: 0.8866 - 386ms/epoch - 3ms/step
Epoch 125/10000
124/124 - 0s - loss: 0.3562 - auc: 0.8936 - val_loss: 0.3510 - val_auc: 0.8870 - 399ms/epoch - 3ms/step
Epoch 126/10000
124/124 - 0s - loss: 0.3559 - auc: 0.8937 - val_loss: 0.3506 - val_auc: 0.8869 - 400ms/epoch - 3ms/step
Epoch 127/10000
124/124 - 0s - loss: 0.3555 - auc: 0.8940 - val_loss: 0.3503 - val_auc: 0.8875 - 350ms/epoch - 3ms/step
Epoch 128/10000
124/124 - 0s - loss: 0.3552 - auc: 0.8942 - val_loss: 0.3499 - val_auc: 0.8877 - 395ms/epoch - 3ms/step
Epoch 129/10000
124/124 - 0s - loss: 0.3546 - auc: 0.8946 - val_loss: 0.3496 - val_auc: 0.8879 - 389ms/epoch - 3ms/step
Epoch 130/10000
124/124 - 0s - loss: 0.3544 - auc: 0.8947 - val_loss: 0.3492 - val_auc: 0.8882 - 395ms/epoch - 3ms/step
Epoch 131/10000
124/124 - 0s - loss: 0.3540 - auc: 0.8951 - val_loss: 0.3490 - val_auc: 0.8882 - 377ms/epoch - 3ms/step
Epoch 132/10000
124/124 - 0s - loss: 0.3536 - auc: 0.8952 - val_loss: 0.3486 - val_auc: 0.8886 - 380ms/epoch - 3ms/step
Epoch 133/10000
124/124 - 0s - loss: 0.3532 - auc: 0.8955 - val_loss: 0.3482 - val_auc: 0.8888 - 330ms/epoch - 3ms/step
Epoch 134/10000
124/124 - 0s - loss: 0.3529 - auc: 0.8959 - val_loss: 0.3479 - val_auc: 0.8890 - 377ms/epoch - 3ms/step
Epoch 135/10000
124/124 - 0s - loss: 0.3524 - auc: 0.8962 - val_loss: 0.3479 - val_auc: 0.8895 - 333ms/epoch - 3ms/step
Epoch 136/10000
124/124 - 0s - loss: 0.3521 - auc: 0.8961 - val_loss: 0.3473 - val_auc: 0.8894 - 371ms/epoch - 3ms/step
Epoch 137/10000
124/124 - 0s - loss: 0.3517 - auc: 0.8966 - val_loss: 0.3472 - val_auc: 0.8899 - 378ms/epoch - 3ms/step
Epoch 138/10000
124/124 - 0s - loss: 0.3513 - auc: 0.8967 - val_loss: 0.3464 - val_auc: 0.8899 - 332ms/epoch - 3ms/step
Epoch 139/10000
124/124 - 0s - loss: 0.3510 - auc: 0.8970 - val_loss: 0.3463 - val_auc: 0.8903 - 369ms/epoch - 3ms/step
Epoch 140/10000
124/124 - 0s - loss: 0.3506 - auc: 0.8971 - val_loss: 0.3458 - val_auc: 0.8905 - 341ms/epoch - 3ms/step
Epoch 141/10000
124/124 - 0s - loss: 0.3503 - auc: 0.8973 - val_loss: 0.3458 - val_auc: 0.8909 - 379ms/epoch - 3ms/step
Epoch 142/10000
124/124 - 0s - loss: 0.3499 - auc: 0.8974 - val_loss: 0.3451 - val_auc: 0.8909 - 376ms/epoch - 3ms/step
Epoch 143/10000
124/124 - 0s - loss: 0.3495 - auc: 0.8980 - val_loss: 0.3448 - val_auc: 0.8910 - 384ms/epoch - 3ms/step
Epoch 144/10000
124/124 - 0s - loss: 0.3493 - auc: 0.8980 - val_loss: 0.3446 - val_auc: 0.8915 - 344ms/epoch - 3ms/step
Epoch 145/10000
124/124 - 0s - loss: 0.3489 - auc: 0.8983 - val_loss: 0.3445 - val_auc: 0.8917 - 386ms/epoch - 3ms/step
Epoch 146/10000
124/124 - 0s - loss: 0.3484 - auc: 0.8987 - val_loss: 0.3438 - val_auc: 0.8920 - 403ms/epoch - 3ms/step
Epoch 147/10000
124/124 - 0s - loss: 0.3481 - auc: 0.8989 - val_loss: 0.3436 - val_auc: 0.8922 - 397ms/epoch - 3ms/step
Epoch 148/10000
124/124 - 0s - loss: 0.3479 - auc: 0.8990 - val_loss: 0.3433 - val_auc: 0.8924 - 378ms/epoch - 3ms/step
Epoch 149/10000
124/124 - 0s - loss: 0.3474 - auc: 0.8991 - val_loss: 0.3429 - val_auc: 0.8925 - 388ms/epoch - 3ms/step
Epoch 150/10000
124/124 - 0s - loss: 0.3472 - auc: 0.8994 - val_loss: 0.3425 - val_auc: 0.8927 - 342ms/epoch - 3ms/step
Epoch 151/10000
124/124 - 0s - loss: 0.3468 - auc: 0.8998 - val_loss: 0.3423 - val_auc: 0.8928 - 403ms/epoch - 3ms/step
Epoch 152/10000
124/124 - 0s - loss: 0.3465 - auc: 0.8996 - val_loss: 0.3421 - val_auc: 0.8933 - 354ms/epoch - 3ms/step
Epoch 153/10000
124/124 - 0s - loss: 0.3461 - auc: 0.9002 - val_loss: 0.3415 - val_auc: 0.8933 - 400ms/epoch - 3ms/step
Epoch 154/10000
124/124 - 0s - loss: 0.3458 - auc: 0.9003 - val_loss: 0.3413 - val_auc: 0.8935 - 343ms/epoch - 3ms/step
Epoch 155/10000
124/124 - 0s - loss: 0.3455 - auc: 0.9004 - val_loss: 0.3412 - val_auc: 0.8941 - 381ms/epoch - 3ms/step
Epoch 156/10000
124/124 - 0s - loss: 0.3452 - auc: 0.9007 - val_loss: 0.3408 - val_auc: 0.8941 - 398ms/epoch - 3ms/step
Epoch 157/10000
124/124 - 0s - loss: 0.3448 - auc: 0.9009 - val_loss: 0.3405 - val_auc: 0.8943 - 391ms/epoch - 3ms/step
Epoch 158/10000
124/124 - 0s - loss: 0.3445 - auc: 0.9012 - val_loss: 0.3401 - val_auc: 0.8946 - 378ms/epoch - 3ms/step
Epoch 159/10000
124/124 - 0s - loss: 0.3441 - auc: 0.9013 - val_loss: 0.3399 - val_auc: 0.8946 - 337ms/epoch - 3ms/step
Epoch 160/10000
124/124 - 0s - loss: 0.3439 - auc: 0.9014 - val_loss: 0.3395 - val_auc: 0.8949 - 393ms/epoch - 3ms/step
Epoch 161/10000
124/124 - 0s - loss: 0.3435 - auc: 0.9015 - val_loss: 0.3391 - val_auc: 0.8950 - 389ms/epoch - 3ms/step
Epoch 162/10000
124/124 - 0s - loss: 0.3432 - auc: 0.9021 - val_loss: 0.3390 - val_auc: 0.8954 - 388ms/epoch - 3ms/step
Epoch 163/10000
124/124 - 0s - loss: 0.3430 - auc: 0.9019 - val_loss: 0.3387 - val_auc: 0.8958 - 386ms/epoch - 3ms/step
Epoch 164/10000
124/124 - 0s - loss: 0.3426 - auc: 0.9023 - val_loss: 0.3387 - val_auc: 0.8955 - 347ms/epoch - 3ms/step
Epoch 165/10000
124/124 - 0s - loss: 0.3424 - auc: 0.9022 - val_loss: 0.3383 - val_auc: 0.8961 - 397ms/epoch - 3ms/step
Epoch 166/10000
124/124 - 0s - loss: 0.3419 - auc: 0.9027 - val_loss: 0.3377 - val_auc: 0.8962 - 385ms/epoch - 3ms/step
Epoch 167/10000
124/124 - 0s - loss: 0.3417 - auc: 0.9028 - val_loss: 0.3375 - val_auc: 0.8964 - 392ms/epoch - 3ms/step
Epoch 168/10000
124/124 - 0s - loss: 0.3414 - auc: 0.9029 - val_loss: 0.3376 - val_auc: 0.8965 - 391ms/epoch - 3ms/step
Epoch 169/10000
124/124 - 0s - loss: 0.3410 - auc: 0.9031 - val_loss: 0.3369 - val_auc: 0.8967 - 391ms/epoch - 3ms/step
Epoch 170/10000
124/124 - 0s - loss: 0.3408 - auc: 0.9033 - val_loss: 0.3366 - val_auc: 0.8969 - 392ms/epoch - 3ms/step
Epoch 171/10000
124/124 - 0s - loss: 0.3405 - auc: 0.9036 - val_loss: 0.3363 - val_auc: 0.8973 - 385ms/epoch - 3ms/step
Epoch 172/10000
124/124 - 0s - loss: 0.3402 - auc: 0.9037 - val_loss: 0.3361 - val_auc: 0.8976 - 339ms/epoch - 3ms/step
Epoch 173/10000
124/124 - 0s - loss: 0.3398 - auc: 0.9042 - val_loss: 0.3361 - val_auc: 0.8974 - 392ms/epoch - 3ms/step
Epoch 174/10000
124/124 - 0s - loss: 0.3396 - auc: 0.9041 - val_loss: 0.3358 - val_auc: 0.8976 - 385ms/epoch - 3ms/step
Epoch 175/10000
124/124 - 0s - loss: 0.3393 - auc: 0.9043 - val_loss: 0.3355 - val_auc: 0.8977 - 381ms/epoch - 3ms/step
Epoch 176/10000
124/124 - 0s - loss: 0.3391 - auc: 0.9044 - val_loss: 0.3352 - val_auc: 0.8980 - 341ms/epoch - 3ms/step
Epoch 177/10000
124/124 - 0s - loss: 0.3387 - auc: 0.9046 - val_loss: 0.3347 - val_auc: 0.8984 - 353ms/epoch - 3ms/step
Epoch 178/10000
124/124 - 0s - loss: 0.3385 - auc: 0.9049 - val_loss: 0.3347 - val_auc: 0.8985 - 377ms/epoch - 3ms/step
Epoch 179/10000
124/124 - 0s - loss: 0.3382 - auc: 0.9048 - val_loss: 0.3345 - val_auc: 0.8987 - 390ms/epoch - 3ms/step
Epoch 180/10000
124/124 - 0s - loss: 0.3378 - auc: 0.9049 - val_loss: 0.3339 - val_auc: 0.8988 - 391ms/epoch - 3ms/step
Epoch 181/10000
124/124 - 0s - loss: 0.3376 - auc: 0.9054 - val_loss: 0.3341 - val_auc: 0.8990 - 388ms/epoch - 3ms/step
Epoch 182/10000
124/124 - 0s - loss: 0.3373 - auc: 0.9052 - val_loss: 0.3335 - val_auc: 0.8992 - 334ms/epoch - 3ms/step
Epoch 183/10000
124/124 - 0s - loss: 0.3370 - auc: 0.9058 - val_loss: 0.3333 - val_auc: 0.8995 - 385ms/epoch - 3ms/step
Epoch 184/10000
124/124 - 0s - loss: 0.3370 - auc: 0.9057 - val_loss: 0.3331 - val_auc: 0.8995 - 380ms/epoch - 3ms/step
Epoch 185/10000
124/124 - 0s - loss: 0.3365 - auc: 0.9059 - val_loss: 0.3328 - val_auc: 0.8997 - 337ms/epoch - 3ms/step
Epoch 186/10000
124/124 - 0s - loss: 0.3362 - auc: 0.9060 - val_loss: 0.3324 - val_auc: 0.9001 - 375ms/epoch - 3ms/step
Epoch 187/10000
124/124 - 0s - loss: 0.3359 - auc: 0.9064 - val_loss: 0.3326 - val_auc: 0.9000 - 387ms/epoch - 3ms/step
Epoch 188/10000
124/124 - 0s - loss: 0.3358 - auc: 0.9063 - val_loss: 0.3320 - val_auc: 0.9002 - 389ms/epoch - 3ms/step
Epoch 189/10000
124/124 - 0s - loss: 0.3354 - auc: 0.9066 - val_loss: 0.3316 - val_auc: 0.9007 - 395ms/epoch - 3ms/step
Epoch 190/10000
124/124 - 0s - loss: 0.3352 - auc: 0.9066 - val_loss: 0.3314 - val_auc: 0.9007 - 405ms/epoch - 3ms/step
Epoch 191/10000
124/124 - 0s - loss: 0.3350 - auc: 0.9067 - val_loss: 0.3315 - val_auc: 0.9006 - 393ms/epoch - 3ms/step
Epoch 192/10000
124/124 - 0s - loss: 0.3345 - auc: 0.9069 - val_loss: 0.3310 - val_auc: 0.9009 - 388ms/epoch - 3ms/step
Epoch 193/10000
124/124 - 0s - loss: 0.3342 - auc: 0.9072 - val_loss: 0.3309 - val_auc: 0.9011 - 402ms/epoch - 3ms/step
Epoch 194/10000
124/124 - 0s - loss: 0.3341 - auc: 0.9073 - val_loss: 0.3307 - val_auc: 0.9013 - 401ms/epoch - 3ms/step
Epoch 195/10000
124/124 - 0s - loss: 0.3337 - auc: 0.9076 - val_loss: 0.3303 - val_auc: 0.9014 - 391ms/epoch - 3ms/step
Epoch 196/10000
124/124 - 0s - loss: 0.3336 - auc: 0.9078 - val_loss: 0.3303 - val_auc: 0.9015 - 397ms/epoch - 3ms/step
Epoch 197/10000
124/124 - 0s - loss: 0.3333 - auc: 0.9077 - val_loss: 0.3298 - val_auc: 0.9018 - 343ms/epoch - 3ms/step
Epoch 198/10000
124/124 - 0s - loss: 0.3330 - auc: 0.9079 - val_loss: 0.3295 - val_auc: 0.9020 - 390ms/epoch - 3ms/step
Epoch 199/10000
124/124 - 0s - loss: 0.3327 - auc: 0.9081 - val_loss: 0.3295 - val_auc: 0.9020 - 396ms/epoch - 3ms/step
Epoch 200/10000
124/124 - 0s - loss: 0.3325 - auc: 0.9083 - val_loss: 0.3291 - val_auc: 0.9026 - 383ms/epoch - 3ms/step
Epoch 201/10000
124/124 - 0s - loss: 0.3322 - auc: 0.9081 - val_loss: 0.3289 - val_auc: 0.9024 - 389ms/epoch - 3ms/step
Epoch 202/10000
124/124 - 0s - loss: 0.3321 - auc: 0.9084 - val_loss: 0.3285 - val_auc: 0.9027 - 390ms/epoch - 3ms/step
Epoch 203/10000
124/124 - 0s - loss: 0.3317 - auc: 0.9088 - val_loss: 0.3286 - val_auc: 0.9028 - 401ms/epoch - 3ms/step
Epoch 204/10000
124/124 - 0s - loss: 0.3315 - auc: 0.9089 - val_loss: 0.3280 - val_auc: 0.9031 - 388ms/epoch - 3ms/step
Epoch 205/10000
124/124 - 0s - loss: 0.3313 - auc: 0.9088 - val_loss: 0.3279 - val_auc: 0.9031 - 391ms/epoch - 3ms/step
Epoch 206/10000
124/124 - 0s - loss: 0.3310 - auc: 0.9090 - val_loss: 0.3276 - val_auc: 0.9033 - 330ms/epoch - 3ms/step
Epoch 207/10000
124/124 - 0s - loss: 0.3307 - auc: 0.9091 - val_loss: 0.3274 - val_auc: 0.9034 - 384ms/epoch - 3ms/step
Epoch 208/10000
124/124 - 0s - loss: 0.3305 - auc: 0.9093 - val_loss: 0.3271 - val_auc: 0.9035 - 384ms/epoch - 3ms/step
Epoch 209/10000
124/124 - 0s - loss: 0.3302 - auc: 0.9095 - val_loss: 0.3270 - val_auc: 0.9037 - 343ms/epoch - 3ms/step
Epoch 210/10000
124/124 - 0s - loss: 0.3300 - auc: 0.9095 - val_loss: 0.3268 - val_auc: 0.9038 - 385ms/epoch - 3ms/step
Epoch 211/10000
124/124 - 0s - loss: 0.3298 - auc: 0.9096 - val_loss: 0.3264 - val_auc: 0.9041 - 395ms/epoch - 3ms/step
Epoch 212/10000
124/124 - 0s - loss: 0.3295 - auc: 0.9098 - val_loss: 0.3266 - val_auc: 0.9041 - 378ms/epoch - 3ms/step
Epoch 213/10000
124/124 - 0s - loss: 0.3292 - auc: 0.9102 - val_loss: 0.3260 - val_auc: 0.9042 - 334ms/epoch - 3ms/step
Epoch 214/10000
124/124 - 0s - loss: 0.3291 - auc: 0.9102 - val_loss: 0.3258 - val_auc: 0.9045 - 371ms/epoch - 3ms/step
Epoch 215/10000
124/124 - 0s - loss: 0.3288 - auc: 0.9100 - val_loss: 0.3257 - val_auc: 0.9044 - 331ms/epoch - 3ms/step
Epoch 216/10000
124/124 - 0s - loss: 0.3286 - auc: 0.9104 - val_loss: 0.3257 - val_auc: 0.9047 - 335ms/epoch - 3ms/step
Epoch 217/10000
124/124 - 0s - loss: 0.3284 - auc: 0.9104 - val_loss: 0.3251 - val_auc: 0.9050 - 377ms/epoch - 3ms/step
Epoch 218/10000
124/124 - 0s - loss: 0.3281 - auc: 0.9106 - val_loss: 0.3250 - val_auc: 0.9051 - 341ms/epoch - 3ms/step
Epoch 219/10000
124/124 - 0s - loss: 0.3279 - auc: 0.9109 - val_loss: 0.3247 - val_auc: 0.9053 - 376ms/epoch - 3ms/step
Epoch 220/10000
124/124 - 0s - loss: 0.3277 - auc: 0.9110 - val_loss: 0.3247 - val_auc: 0.9054 - 376ms/epoch - 3ms/step
Epoch 221/10000
124/124 - 0s - loss: 0.3275 - auc: 0.9111 - val_loss: 0.3244 - val_auc: 0.9054 - 340ms/epoch - 3ms/step
Epoch 222/10000
124/124 - 0s - loss: 0.3272 - auc: 0.9111 - val_loss: 0.3239 - val_auc: 0.9057 - 340ms/epoch - 3ms/step
Epoch 223/10000
124/124 - 0s - loss: 0.3270 - auc: 0.9114 - val_loss: 0.3238 - val_auc: 0.9059 - 386ms/epoch - 3ms/step
Epoch 224/10000
124/124 - 0s - loss: 0.3267 - auc: 0.9113 - val_loss: 0.3237 - val_auc: 0.9059 - 378ms/epoch - 3ms/step
Epoch 225/10000
124/124 - 0s - loss: 0.3265 - auc: 0.9116 - val_loss: 0.3235 - val_auc: 0.9061 - 346ms/epoch - 3ms/step
Epoch 226/10000
124/124 - 0s - loss: 0.3262 - auc: 0.9119 - val_loss: 0.3234 - val_auc: 0.9062 - 381ms/epoch - 3ms/step
Epoch 227/10000
124/124 - 0s - loss: 0.3260 - auc: 0.9117 - val_loss: 0.3230 - val_auc: 0.9063 - 389ms/epoch - 3ms/step
Epoch 228/10000
124/124 - 0s - loss: 0.3258 - auc: 0.9121 - val_loss: 0.3229 - val_auc: 0.9066 - 398ms/epoch - 3ms/step
Epoch 229/10000
124/124 - 0s - loss: 0.3256 - auc: 0.9120 - val_loss: 0.3226 - val_auc: 0.9066 - 403ms/epoch - 3ms/step
Epoch 230/10000
124/124 - 0s - loss: 0.3254 - auc: 0.9124 - val_loss: 0.3229 - val_auc: 0.9068 - 403ms/epoch - 3ms/step
Epoch 231/10000
124/124 - 0s - loss: 0.3251 - auc: 0.9124 - val_loss: 0.3222 - val_auc: 0.9069 - 399ms/epoch - 3ms/step
Epoch 232/10000
124/124 - 0s - loss: 0.3249 - auc: 0.9124 - val_loss: 0.3219 - val_auc: 0.9070 - 387ms/epoch - 3ms/step
Epoch 233/10000
124/124 - 0s - loss: 0.3247 - auc: 0.9125 - val_loss: 0.3217 - val_auc: 0.9073 - 392ms/epoch - 3ms/step
Epoch 234/10000
124/124 - 0s - loss: 0.3245 - auc: 0.9128 - val_loss: 0.3216 - val_auc: 0.9074 - 391ms/epoch - 3ms/step
Epoch 235/10000
124/124 - 0s - loss: 0.3242 - auc: 0.9129 - val_loss: 0.3215 - val_auc: 0.9074 - 384ms/epoch - 3ms/step
Epoch 236/10000
124/124 - 0s - loss: 0.3240 - auc: 0.9129 - val_loss: 0.3214 - val_auc: 0.9077 - 339ms/epoch - 3ms/step
Epoch 237/10000
124/124 - 0s - loss: 0.3238 - auc: 0.9130 - val_loss: 0.3210 - val_auc: 0.9079 - 386ms/epoch - 3ms/step
Epoch 238/10000
124/124 - 0s - loss: 0.3235 - auc: 0.9132 - val_loss: 0.3208 - val_auc: 0.9080 - 376ms/epoch - 3ms/step
Epoch 239/10000
124/124 - 0s - loss: 0.3236 - auc: 0.9131 - val_loss: 0.3206 - val_auc: 0.9080 - 393ms/epoch - 3ms/step
Epoch 240/10000
124/124 - 0s - loss: 0.3232 - auc: 0.9133 - val_loss: 0.3203 - val_auc: 0.9082 - 389ms/epoch - 3ms/step
Epoch 241/10000
124/124 - 0s - loss: 0.3230 - auc: 0.9136 - val_loss: 0.3205 - val_auc: 0.9082 - 394ms/epoch - 3ms/step
Epoch 242/10000
124/124 - 0s - loss: 0.3227 - auc: 0.9136 - val_loss: 0.3199 - val_auc: 0.9086 - 341ms/epoch - 3ms/step
Epoch 243/10000
124/124 - 0s - loss: 0.3227 - auc: 0.9139 - val_loss: 0.3199 - val_auc: 0.9085 - 394ms/epoch - 3ms/step
Epoch 244/10000
124/124 - 0s - loss: 0.3224 - auc: 0.9138 - val_loss: 0.3196 - val_auc: 0.9085 - 452ms/epoch - 4ms/step
Epoch 245/10000
124/124 - 0s - loss: 0.3223 - auc: 0.9139 - val_loss: 0.3193 - val_auc: 0.9089 - 348ms/epoch - 3ms/step
Epoch 246/10000
124/124 - 0s - loss: 0.3221 - auc: 0.9141 - val_loss: 0.3192 - val_auc: 0.9090 - 374ms/epoch - 3ms/step
Epoch 247/10000
124/124 - 0s - loss: 0.3216 - auc: 0.9142 - val_loss: 0.3192 - val_auc: 0.9090 - 381ms/epoch - 3ms/step
Epoch 248/10000
124/124 - 0s - loss: 0.3216 - auc: 0.9144 - val_loss: 0.3189 - val_auc: 0.9091 - 334ms/epoch - 3ms/step
Epoch 249/10000
124/124 - 0s - loss: 0.3213 - auc: 0.9146 - val_loss: 0.3194 - val_auc: 0.9092 - 379ms/epoch - 3ms/step
Epoch 250/10000
124/124 - 0s - loss: 0.3212 - auc: 0.9147 - val_loss: 0.3184 - val_auc: 0.9097 - 376ms/epoch - 3ms/step
Epoch 251/10000
124/124 - 0s - loss: 0.3210 - auc: 0.9148 - val_loss: 0.3184 - val_auc: 0.9094 - 338ms/epoch - 3ms/step
Epoch 252/10000
124/124 - 0s - loss: 0.3207 - auc: 0.9150 - val_loss: 0.3184 - val_auc: 0.9096 - 384ms/epoch - 3ms/step
Epoch 253/10000
124/124 - 0s - loss: 0.3205 - auc: 0.9150 - val_loss: 0.3182 - val_auc: 0.9096 - 380ms/epoch - 3ms/step
Epoch 254/10000
124/124 - 0s - loss: 0.3204 - auc: 0.9151 - val_loss: 0.3182 - val_auc: 0.9099 - 342ms/epoch - 3ms/step
Epoch 255/10000
124/124 - 0s - loss: 0.3201 - auc: 0.9152 - val_loss: 0.3175 - val_auc: 0.9102 - 371ms/epoch - 3ms/step
Epoch 256/10000
124/124 - 0s - loss: 0.3201 - auc: 0.9153 - val_loss: 0.3175 - val_auc: 0.9101 - 400ms/epoch - 3ms/step
Epoch 257/10000
124/124 - 0s - loss: 0.3198 - auc: 0.9154 - val_loss: 0.3175 - val_auc: 0.9101 - 378ms/epoch - 3ms/step
Epoch 258/10000
124/124 - 0s - loss: 0.3196 - auc: 0.9154 - val_loss: 0.3172 - val_auc: 0.9102 - 391ms/epoch - 3ms/step
Epoch 259/10000
124/124 - 0s - loss: 0.3193 - auc: 0.9154 - val_loss: 0.3169 - val_auc: 0.9103 - 389ms/epoch - 3ms/step
Epoch 260/10000
124/124 - 0s - loss: 0.3193 - auc: 0.9155 - val_loss: 0.3166 - val_auc: 0.9107 - 354ms/epoch - 3ms/step
Epoch 261/10000
124/124 - 0s - loss: 0.3191 - auc: 0.9158 - val_loss: 0.3166 - val_auc: 0.9107 - 382ms/epoch - 3ms/step
Epoch 262/10000
124/124 - 0s - loss: 0.3188 - auc: 0.9158 - val_loss: 0.3163 - val_auc: 0.9109 - 383ms/epoch - 3ms/step
Epoch 263/10000
124/124 - 0s - loss: 0.3186 - auc: 0.9161 - val_loss: 0.3163 - val_auc: 0.9108 - 395ms/epoch - 3ms/step
Epoch 264/10000
124/124 - 0s - loss: 0.3185 - auc: 0.9161 - val_loss: 0.3163 - val_auc: 0.9112 - 393ms/epoch - 3ms/step
Epoch 265/10000
124/124 - 0s - loss: 0.3184 - auc: 0.9162 - val_loss: 0.3159 - val_auc: 0.9112 - 395ms/epoch - 3ms/step
Epoch 266/10000
124/124 - 0s - loss: 0.3180 - auc: 0.9163 - val_loss: 0.3155 - val_auc: 0.9112 - 401ms/epoch - 3ms/step
Epoch 267/10000
124/124 - 0s - loss: 0.3179 - auc: 0.9165 - val_loss: 0.3155 - val_auc: 0.9115 - 387ms/epoch - 3ms/step
Epoch 268/10000
124/124 - 0s - loss: 0.3176 - auc: 0.9167 - val_loss: 0.3153 - val_auc: 0.9116 - 387ms/epoch - 3ms/step
Epoch 269/10000
124/124 - 0s - loss: 0.3176 - auc: 0.9165 - val_loss: 0.3153 - val_auc: 0.9116 - 348ms/epoch - 3ms/step
Epoch 270/10000
124/124 - 0s - loss: 0.3174 - auc: 0.9169 - val_loss: 0.3150 - val_auc: 0.9118 - 373ms/epoch - 3ms/step
Epoch 271/10000
124/124 - 0s - loss: 0.3171 - auc: 0.9169 - val_loss: 0.3149 - val_auc: 0.9117 - 385ms/epoch - 3ms/step
Epoch 272/10000
124/124 - 0s - loss: 0.3170 - auc: 0.9169 - val_loss: 0.3149 - val_auc: 0.9121 - 386ms/epoch - 3ms/step
Epoch 273/10000
124/124 - 0s - loss: 0.3168 - auc: 0.9169 - val_loss: 0.3147 - val_auc: 0.9121 - 328ms/epoch - 3ms/step
Epoch 274/10000
124/124 - 0s - loss: 0.3166 - auc: 0.9171 - val_loss: 0.3144 - val_auc: 0.9123 - 390ms/epoch - 3ms/step
Epoch 275/10000
124/124 - 0s - loss: 0.3166 - auc: 0.9173 - val_loss: 0.3145 - val_auc: 0.9123 - 394ms/epoch - 3ms/step
Epoch 276/10000
124/124 - 0s - loss: 0.3163 - auc: 0.9172 - val_loss: 0.3140 - val_auc: 0.9125 - 405ms/epoch - 3ms/step
Epoch 277/10000
124/124 - 0s - loss: 0.3162 - auc: 0.9174 - val_loss: 0.3139 - val_auc: 0.9125 - 387ms/epoch - 3ms/step
Epoch 278/10000
124/124 - 0s - loss: 0.3159 - auc: 0.9176 - val_loss: 0.3138 - val_auc: 0.9127 - 408ms/epoch - 3ms/step
Epoch 279/10000
124/124 - 0s - loss: 0.3159 - auc: 0.9175 - val_loss: 0.3136 - val_auc: 0.9127 - 386ms/epoch - 3ms/step
Epoch 280/10000
124/124 - 0s - loss: 0.3155 - auc: 0.9178 - val_loss: 0.3133 - val_auc: 0.9128 - 390ms/epoch - 3ms/step
Epoch 281/10000
124/124 - 0s - loss: 0.3155 - auc: 0.9177 - val_loss: 0.3134 - val_auc: 0.9129 - 386ms/epoch - 3ms/step
Epoch 282/10000
124/124 - 0s - loss: 0.3152 - auc: 0.9179 - val_loss: 0.3132 - val_auc: 0.9130 - 357ms/epoch - 3ms/step
Epoch 283/10000
124/124 - 0s - loss: 0.3151 - auc: 0.9180 - val_loss: 0.3131 - val_auc: 0.9131 - 378ms/epoch - 3ms/step
Epoch 284/10000
124/124 - 0s - loss: 0.3148 - auc: 0.9181 - val_loss: 0.3128 - val_auc: 0.9134 - 453ms/epoch - 4ms/step
Epoch 285/10000
124/124 - 0s - loss: 0.3148 - auc: 0.9181 - val_loss: 0.3125 - val_auc: 0.9135 - 341ms/epoch - 3ms/step
Epoch 286/10000
124/124 - 0s - loss: 0.3145 - auc: 0.9184 - val_loss: 0.3124 - val_auc: 0.9134 - 390ms/epoch - 3ms/step
Epoch 287/10000
124/124 - 0s - loss: 0.3144 - auc: 0.9184 - val_loss: 0.3122 - val_auc: 0.9136 - 391ms/epoch - 3ms/step
Epoch 288/10000
124/124 - 0s - loss: 0.3142 - auc: 0.9182 - val_loss: 0.3120 - val_auc: 0.9136 - 390ms/epoch - 3ms/step
Epoch 289/10000
124/124 - 0s - loss: 0.3139 - auc: 0.9185 - val_loss: 0.3120 - val_auc: 0.9138 - 385ms/epoch - 3ms/step
Epoch 290/10000
124/124 - 0s - loss: 0.3137 - auc: 0.9186 - val_loss: 0.3117 - val_auc: 0.9139 - 342ms/epoch - 3ms/step
Epoch 291/10000
124/124 - 0s - loss: 0.3136 - auc: 0.9188 - val_loss: 0.3116 - val_auc: 0.9141 - 393ms/epoch - 3ms/step
Epoch 292/10000
124/124 - 0s - loss: 0.3135 - auc: 0.9188 - val_loss: 0.3114 - val_auc: 0.9141 - 394ms/epoch - 3ms/step
Epoch 293/10000
124/124 - 0s - loss: 0.3132 - auc: 0.9190 - val_loss: 0.3112 - val_auc: 0.9143 - 385ms/epoch - 3ms/step
Epoch 294/10000
124/124 - 0s - loss: 0.3131 - auc: 0.9191 - val_loss: 0.3110 - val_auc: 0.9144 - 389ms/epoch - 3ms/step
Epoch 295/10000
124/124 - 0s - loss: 0.3130 - auc: 0.9192 - val_loss: 0.3108 - val_auc: 0.9144 - 395ms/epoch - 3ms/step
Epoch 296/10000
124/124 - 0s - loss: 0.3128 - auc: 0.9192 - val_loss: 0.3107 - val_auc: 0.9144 - 392ms/epoch - 3ms/step
Epoch 297/10000
124/124 - 0s - loss: 0.3126 - auc: 0.9193 - val_loss: 0.3107 - val_auc: 0.9145 - 388ms/epoch - 3ms/step
Epoch 298/10000
124/124 - 0s - loss: 0.3124 - auc: 0.9194 - val_loss: 0.3103 - val_auc: 0.9148 - 340ms/epoch - 3ms/step
Epoch 299/10000
124/124 - 0s - loss: 0.3125 - auc: 0.9192 - val_loss: 0.3106 - val_auc: 0.9147 - 380ms/epoch - 3ms/step
Epoch 300/10000
124/124 - 0s - loss: 0.3121 - auc: 0.9195 - val_loss: 0.3103 - val_auc: 0.9148 - 391ms/epoch - 3ms/step
Epoch 301/10000
124/124 - 0s - loss: 0.3120 - auc: 0.9196 - val_loss: 0.3099 - val_auc: 0.9151 - 393ms/epoch - 3ms/step
Epoch 302/10000
124/124 - 0s - loss: 0.3118 - auc: 0.9197 - val_loss: 0.3100 - val_auc: 0.9151 - 388ms/epoch - 3ms/step
Epoch 303/10000
124/124 - 0s - loss: 0.3116 - auc: 0.9199 - val_loss: 0.3098 - val_auc: 0.9151 - 386ms/epoch - 3ms/step
Epoch 304/10000
124/124 - 0s - loss: 0.3115 - auc: 0.9200 - val_loss: 0.3095 - val_auc: 0.9153 - 375ms/epoch - 3ms/step
Epoch 305/10000
124/124 - 0s - loss: 0.3114 - auc: 0.9199 - val_loss: 0.3093 - val_auc: 0.9155 - 342ms/epoch - 3ms/step
Epoch 306/10000
124/124 - 0s - loss: 0.3112 - auc: 0.9201 - val_loss: 0.3093 - val_auc: 0.9154 - 387ms/epoch - 3ms/step
Epoch 307/10000
124/124 - 0s - loss: 0.3111 - auc: 0.9201 - val_loss: 0.3091 - val_auc: 0.9155 - 449ms/epoch - 4ms/step
Epoch 308/10000
124/124 - 0s - loss: 0.3109 - auc: 0.9202 - val_loss: 0.3090 - val_auc: 0.9157 - 350ms/epoch - 3ms/step
Epoch 309/10000
124/124 - 0s - loss: 0.3107 - auc: 0.9203 - val_loss: 0.3087 - val_auc: 0.9159 - 397ms/epoch - 3ms/step
Epoch 310/10000
124/124 - 0s - loss: 0.3106 - auc: 0.9203 - val_loss: 0.3086 - val_auc: 0.9159 - 391ms/epoch - 3ms/step
Epoch 311/10000
124/124 - 0s - loss: 0.3104 - auc: 0.9204 - val_loss: 0.3086 - val_auc: 0.9160 - 387ms/epoch - 3ms/step
Epoch 312/10000
124/124 - 0s - loss: 0.3101 - auc: 0.9205 - val_loss: 0.3086 - val_auc: 0.9159 - 380ms/epoch - 3ms/step
Epoch 313/10000
124/124 - 0s - loss: 0.3100 - auc: 0.9207 - val_loss: 0.3086 - val_auc: 0.9160 - 349ms/epoch - 3ms/step
Epoch 314/10000
124/124 - 0s - loss: 0.3100 - auc: 0.9206 - val_loss: 0.3082 - val_auc: 0.9161 - 380ms/epoch - 3ms/step
Epoch 315/10000
124/124 - 0s - loss: 0.3097 - auc: 0.9210 - val_loss: 0.3083 - val_auc: 0.9161 - 393ms/epoch - 3ms/step
Epoch 316/10000
124/124 - 0s - loss: 0.3096 - auc: 0.9209 - val_loss: 0.3079 - val_auc: 0.9162 - 384ms/epoch - 3ms/step
Epoch 317/10000
124/124 - 0s - loss: 0.3094 - auc: 0.9211 - val_loss: 0.3079 - val_auc: 0.9164 - 390ms/epoch - 3ms/step
Epoch 318/10000
124/124 - 0s - loss: 0.3093 - auc: 0.9211 - val_loss: 0.3075 - val_auc: 0.9167 - 349ms/epoch - 3ms/step
Epoch 319/10000
124/124 - 0s - loss: 0.3091 - auc: 0.9212 - val_loss: 0.3074 - val_auc: 0.9165 - 370ms/epoch - 3ms/step
Epoch 320/10000
124/124 - 0s - loss: 0.3090 - auc: 0.9212 - val_loss: 0.3073 - val_auc: 0.9167 - 381ms/epoch - 3ms/step
Epoch 321/10000
124/124 - 0s - loss: 0.3088 - auc: 0.9214 - val_loss: 0.3073 - val_auc: 0.9166 - 340ms/epoch - 3ms/step
Epoch 322/10000
124/124 - 0s - loss: 0.3086 - auc: 0.9214 - val_loss: 0.3072 - val_auc: 0.9168 - 374ms/epoch - 3ms/step
Epoch 323/10000
124/124 - 0s - loss: 0.3084 - auc: 0.9216 - val_loss: 0.3068 - val_auc: 0.9171 - 382ms/epoch - 3ms/step
Epoch 324/10000
124/124 - 0s - loss: 0.3084 - auc: 0.9217 - val_loss: 0.3069 - val_auc: 0.9170 - 388ms/epoch - 3ms/step
Epoch 325/10000
124/124 - 0s - loss: 0.3082 - auc: 0.9217 - val_loss: 0.3064 - val_auc: 0.9173 - 342ms/epoch - 3ms/step
Epoch 326/10000
124/124 - 0s - loss: 0.3080 - auc: 0.9215 - val_loss: 0.3064 - val_auc: 0.9171 - 377ms/epoch - 3ms/step
Epoch 327/10000
124/124 - 0s - loss: 0.3078 - auc: 0.9219 - val_loss: 0.3064 - val_auc: 0.9173 - 381ms/epoch - 3ms/step
Epoch 328/10000
124/124 - 0s - loss: 0.3078 - auc: 0.9218 - val_loss: 0.3060 - val_auc: 0.9176 - 383ms/epoch - 3ms/step
Epoch 329/10000
124/124 - 0s - loss: 0.3076 - auc: 0.9220 - val_loss: 0.3060 - val_auc: 0.9175 - 337ms/epoch - 3ms/step
Epoch 330/10000
124/124 - 0s - loss: 0.3074 - auc: 0.9221 - val_loss: 0.3058 - val_auc: 0.9177 - 389ms/epoch - 3ms/step
Epoch 331/10000
124/124 - 0s - loss: 0.3072 - auc: 0.9222 - val_loss: 0.3056 - val_auc: 0.9178 - 383ms/epoch - 3ms/step
Epoch 332/10000
124/124 - 0s - loss: 0.3071 - auc: 0.9222 - val_loss: 0.3058 - val_auc: 0.9176 - 386ms/epoch - 3ms/step
Epoch 333/10000
124/124 - 0s - loss: 0.3069 - auc: 0.9223 - val_loss: 0.3053 - val_auc: 0.9179 - 344ms/epoch - 3ms/step
Epoch 334/10000
124/124 - 0s - loss: 0.3067 - auc: 0.9224 - val_loss: 0.3055 - val_auc: 0.9181 - 399ms/epoch - 3ms/step
Epoch 335/10000
124/124 - 0s - loss: 0.3066 - auc: 0.9225 - val_loss: 0.3050 - val_auc: 0.9183 - 388ms/epoch - 3ms/step
Epoch 336/10000
124/124 - 0s - loss: 0.3065 - auc: 0.9225 - val_loss: 0.3051 - val_auc: 0.9182 - 381ms/epoch - 3ms/step
Epoch 337/10000
124/124 - 0s - loss: 0.3063 - auc: 0.9226 - val_loss: 0.3049 - val_auc: 0.9182 - 390ms/epoch - 3ms/step
Epoch 338/10000
124/124 - 0s - loss: 0.3064 - auc: 0.9224 - val_loss: 0.3047 - val_auc: 0.9185 - 335ms/epoch - 3ms/step
Epoch 339/10000
124/124 - 0s - loss: 0.3060 - auc: 0.9232 - val_loss: 0.3048 - val_auc: 0.9185 - 372ms/epoch - 3ms/step
Epoch 340/10000
124/124 - 0s - loss: 0.3059 - auc: 0.9230 - val_loss: 0.3046 - val_auc: 0.9186 - 378ms/epoch - 3ms/step
Epoch 341/10000
124/124 - 0s - loss: 0.3057 - auc: 0.9230 - val_loss: 0.3043 - val_auc: 0.9186 - 332ms/epoch - 3ms/step
Epoch 342/10000
124/124 - 0s - loss: 0.3056 - auc: 0.9231 - val_loss: 0.3042 - val_auc: 0.9187 - 375ms/epoch - 3ms/step
Epoch 343/10000
124/124 - 0s - loss: 0.3054 - auc: 0.9232 - val_loss: 0.3041 - val_auc: 0.9187 - 383ms/epoch - 3ms/step
Epoch 344/10000
124/124 - 0s - loss: 0.3054 - auc: 0.9231 - val_loss: 0.3039 - val_auc: 0.9187 - 337ms/epoch - 3ms/step
Epoch 345/10000
124/124 - 0s - loss: 0.3052 - auc: 0.9233 - val_loss: 0.3038 - val_auc: 0.9190 - 377ms/epoch - 3ms/step
Epoch 346/10000
124/124 - 0s - loss: 0.3051 - auc: 0.9233 - val_loss: 0.3037 - val_auc: 0.9190 - 382ms/epoch - 3ms/step
Epoch 347/10000
124/124 - 0s - loss: 0.3049 - auc: 0.9234 - val_loss: 0.3036 - val_auc: 0.9193 - 332ms/epoch - 3ms/step
Epoch 348/10000
124/124 - 0s - loss: 0.3047 - auc: 0.9235 - val_loss: 0.3034 - val_auc: 0.9191 - 372ms/epoch - 3ms/step
Epoch 349/10000
124/124 - 0s - loss: 0.3048 - auc: 0.9234 - val_loss: 0.3034 - val_auc: 0.9191 - 335ms/epoch - 3ms/step
Epoch 350/10000
124/124 - 0s - loss: 0.3045 - auc: 0.9236 - val_loss: 0.3032 - val_auc: 0.9195 - 376ms/epoch - 3ms/step
Epoch 351/10000
124/124 - 0s - loss: 0.3043 - auc: 0.9237 - val_loss: 0.3030 - val_auc: 0.9194 - 393ms/epoch - 3ms/step
Epoch 352/10000
124/124 - 0s - loss: 0.3042 - auc: 0.9239 - val_loss: 0.3034 - val_auc: 0.9192 - 385ms/epoch - 3ms/step
Epoch 353/10000
124/124 - 0s - loss: 0.3040 - auc: 0.9239 - val_loss: 0.3028 - val_auc: 0.9196 - 385ms/epoch - 3ms/step
Epoch 354/10000
124/124 - 0s - loss: 0.3040 - auc: 0.9240 - val_loss: 0.3027 - val_auc: 0.9197 - 336ms/epoch - 3ms/step
Epoch 355/10000
124/124 - 0s - loss: 0.3039 - auc: 0.9239 - val_loss: 0.3025 - val_auc: 0.9197 - 382ms/epoch - 3ms/step
Epoch 356/10000
124/124 - 0s - loss: 0.3036 - auc: 0.9240 - val_loss: 0.3024 - val_auc: 0.9198 - 393ms/epoch - 3ms/step
Epoch 357/10000
124/124 - 0s - loss: 0.3037 - auc: 0.9240 - val_loss: 0.3022 - val_auc: 0.9199 - 386ms/epoch - 3ms/step
Epoch 358/10000
124/124 - 0s - loss: 0.3034 - auc: 0.9241 - val_loss: 0.3021 - val_auc: 0.9199 - 396ms/epoch - 3ms/step
Epoch 359/10000
124/124 - 0s - loss: 0.3032 - auc: 0.9244 - val_loss: 0.3023 - val_auc: 0.9200 - 337ms/epoch - 3ms/step
Epoch 360/10000
124/124 - 0s - loss: 0.3033 - auc: 0.9243 - val_loss: 0.3020 - val_auc: 0.9203 - 374ms/epoch - 3ms/step
Epoch 361/10000
124/124 - 0s - loss: 0.3030 - auc: 0.9244 - val_loss: 0.3019 - val_auc: 0.9203 - 398ms/epoch - 3ms/step
Epoch 362/10000
124/124 - 0s - loss: 0.3029 - auc: 0.9243 - val_loss: 0.3019 - val_auc: 0.9200 - 326ms/epoch - 3ms/step
Epoch 363/10000
124/124 - 0s - loss: 0.3027 - auc: 0.9246 - val_loss: 0.3017 - val_auc: 0.9202 - 367ms/epoch - 3ms/step
Epoch 364/10000
124/124 - 0s - loss: 0.3027 - auc: 0.9247 - val_loss: 0.3017 - val_auc: 0.9202 - 384ms/epoch - 3ms/step
Epoch 365/10000
124/124 - 0s - loss: 0.3027 - auc: 0.9246 - val_loss: 0.3014 - val_auc: 0.9205 - 337ms/epoch - 3ms/step
Epoch 366/10000
124/124 - 0s - loss: 0.3024 - auc: 0.9247 - val_loss: 0.3012 - val_auc: 0.9206 - 377ms/epoch - 3ms/step
Epoch 367/10000
124/124 - 0s - loss: 0.3021 - auc: 0.9250 - val_loss: 0.3012 - val_auc: 0.9207 - 383ms/epoch - 3ms/step
Epoch 368/10000
124/124 - 0s - loss: 0.3020 - auc: 0.9250 - val_loss: 0.3009 - val_auc: 0.9208 - 385ms/epoch - 3ms/step
Epoch 369/10000
124/124 - 0s - loss: 0.3020 - auc: 0.9250 - val_loss: 0.3010 - val_auc: 0.9209 - 329ms/epoch - 3ms/step
Epoch 370/10000
124/124 - 0s - loss: 0.3019 - auc: 0.9248 - val_loss: 0.3009 - val_auc: 0.9207 - 378ms/epoch - 3ms/step
Epoch 371/10000
124/124 - 0s - loss: 0.3018 - auc: 0.9250 - val_loss: 0.3009 - val_auc: 0.9208 - 335ms/epoch - 3ms/step
Epoch 372/10000
124/124 - 0s - loss: 0.3016 - auc: 0.9252 - val_loss: 0.3006 - val_auc: 0.9210 - 371ms/epoch - 3ms/step
Epoch 373/10000
124/124 - 0s - loss: 0.3015 - auc: 0.9252 - val_loss: 0.3005 - val_auc: 0.9212 - 383ms/epoch - 3ms/step
Epoch 374/10000
124/124 - 0s - loss: 0.3014 - auc: 0.9252 - val_loss: 0.3003 - val_auc: 0.9211 - 386ms/epoch - 3ms/step
Epoch 375/10000
124/124 - 0s - loss: 0.3012 - auc: 0.9256 - val_loss: 0.3001 - val_auc: 0.9215 - 333ms/epoch - 3ms/step
Epoch 376/10000
124/124 - 0s - loss: 0.3011 - auc: 0.9256 - val_loss: 0.3000 - val_auc: 0.9215 - 383ms/epoch - 3ms/step
Epoch 377/10000
124/124 - 0s - loss: 0.3009 - auc: 0.9256 - val_loss: 0.3002 - val_auc: 0.9210 - 386ms/epoch - 3ms/step
Epoch 378/10000
124/124 - 0s - loss: 0.3008 - auc: 0.9256 - val_loss: 0.2998 - val_auc: 0.9217 - 336ms/epoch - 3ms/step
Epoch 379/10000
124/124 - 0s - loss: 0.3007 - auc: 0.9258 - val_loss: 0.2997 - val_auc: 0.9217 - 375ms/epoch - 3ms/step
Epoch 380/10000
124/124 - 0s - loss: 0.3006 - auc: 0.9258 - val_loss: 0.2994 - val_auc: 0.9217 - 382ms/epoch - 3ms/step
Epoch 381/10000
124/124 - 0s - loss: 0.3004 - auc: 0.9258 - val_loss: 0.2996 - val_auc: 0.9216 - 338ms/epoch - 3ms/step
Epoch 382/10000
124/124 - 0s - loss: 0.3003 - auc: 0.9259 - val_loss: 0.2994 - val_auc: 0.9217 - 375ms/epoch - 3ms/step
Epoch 383/10000
124/124 - 0s - loss: 0.3002 - auc: 0.9260 - val_loss: 0.2995 - val_auc: 0.9218 - 379ms/epoch - 3ms/step
Epoch 384/10000
124/124 - 0s - loss: 0.3001 - auc: 0.9258 - val_loss: 0.2992 - val_auc: 0.9218 - 332ms/epoch - 3ms/step
Epoch 385/10000
124/124 - 0s - loss: 0.2999 - auc: 0.9260 - val_loss: 0.2989 - val_auc: 0.9220 - 367ms/epoch - 3ms/step
Epoch 386/10000
124/124 - 0s - loss: 0.2998 - auc: 0.9262 - val_loss: 0.2990 - val_auc: 0.9219 - 323ms/epoch - 3ms/step
Epoch 387/10000
124/124 - 0s - loss: 0.2997 - auc: 0.9261 - val_loss: 0.2990 - val_auc: 0.9220 - 382ms/epoch - 3ms/step
Epoch 388/10000
124/124 - 0s - loss: 0.2995 - auc: 0.9264 - val_loss: 0.2985 - val_auc: 0.9222 - 381ms/epoch - 3ms/step
Epoch 389/10000
124/124 - 0s - loss: 0.2996 - auc: 0.9262 - val_loss: 0.2985 - val_auc: 0.9223 - 334ms/epoch - 3ms/step
Epoch 390/10000
124/124 - 0s - loss: 0.2993 - auc: 0.9263 - val_loss: 0.2984 - val_auc: 0.9224 - 377ms/epoch - 3ms/step
Epoch 391/10000
124/124 - 0s - loss: 0.2991 - auc: 0.9264 - val_loss: 0.2984 - val_auc: 0.9221 - 376ms/epoch - 3ms/step
Epoch 392/10000
124/124 - 0s - loss: 0.2990 - auc: 0.9266 - val_loss: 0.2982 - val_auc: 0.9226 - 335ms/epoch - 3ms/step
Epoch 393/10000
124/124 - 0s - loss: 0.2992 - auc: 0.9263 - val_loss: 0.2982 - val_auc: 0.9223 - 376ms/epoch - 3ms/step
Epoch 394/10000
124/124 - 0s - loss: 0.2988 - auc: 0.9267 - val_loss: 0.2982 - val_auc: 0.9224 - 381ms/epoch - 3ms/step
Epoch 395/10000
124/124 - 0s - loss: 0.2987 - auc: 0.9266 - val_loss: 0.2979 - val_auc: 0.9225 - 330ms/epoch - 3ms/step
Epoch 396/10000
124/124 - 0s - loss: 0.2985 - auc: 0.9267 - val_loss: 0.2979 - val_auc: 0.9225 - 375ms/epoch - 3ms/step
Epoch 397/10000
124/124 - 0s - loss: 0.2984 - auc: 0.9268 - val_loss: 0.2977 - val_auc: 0.9227 - 323ms/epoch - 3ms/step
Epoch 398/10000
124/124 - 0s - loss: 0.2984 - auc: 0.9267 - val_loss: 0.2975 - val_auc: 0.9229 - 391ms/epoch - 3ms/step
Epoch 399/10000
124/124 - 0s - loss: 0.2983 - auc: 0.9268 - val_loss: 0.2977 - val_auc: 0.9228 - 384ms/epoch - 3ms/step
Epoch 400/10000
124/124 - 0s - loss: 0.2984 - auc: 0.9266 - val_loss: 0.2976 - val_auc: 0.9228 - 331ms/epoch - 3ms/step
Epoch 401/10000
124/124 - 1s - loss: 0.2980 - auc: 0.9269 - val_loss: 0.2973 - val_auc: 0.9229 - 552ms/epoch - 4ms/step
Epoch 402/10000
124/124 - 1s - loss: 0.2979 - auc: 0.9270 - val_loss: 0.2971 - val_auc: 0.9232 - 601ms/epoch - 5ms/step
Epoch 403/10000
124/124 - 1s - loss: 0.2978 - auc: 0.9270 - val_loss: 0.2971 - val_auc: 0.9233 - 595ms/epoch - 5ms/step
Epoch 404/10000
124/124 - 1s - loss: 0.2976 - auc: 0.9271 - val_loss: 0.2968 - val_auc: 0.9232 - 595ms/epoch - 5ms/step
Epoch 405/10000
124/124 - 1s - loss: 0.2976 - auc: 0.9272 - val_loss: 0.2967 - val_auc: 0.9232 - 524ms/epoch - 4ms/step
Epoch 406/10000
124/124 - 0s - loss: 0.2975 - auc: 0.9272 - val_loss: 0.2966 - val_auc: 0.9233 - 425ms/epoch - 3ms/step
Epoch 407/10000
124/124 - 0s - loss: 0.2972 - auc: 0.9276 - val_loss: 0.2969 - val_auc: 0.9233 - 452ms/epoch - 4ms/step
Epoch 408/10000
124/124 - 0s - loss: 0.2972 - auc: 0.9274 - val_loss: 0.2964 - val_auc: 0.9235 - 392ms/epoch - 3ms/step
Epoch 409/10000
124/124 - 1s - loss: 0.2970 - auc: 0.9275 - val_loss: 0.2964 - val_auc: 0.9235 - 513ms/epoch - 4ms/step
Epoch 410/10000
124/124 - 0s - loss: 0.2969 - auc: 0.9276 - val_loss: 0.2963 - val_auc: 0.9237 - 435ms/epoch - 4ms/step
Epoch 411/10000
124/124 - 0s - loss: 0.2968 - auc: 0.9274 - val_loss: 0.2961 - val_auc: 0.9236 - 342ms/epoch - 3ms/step
Epoch 412/10000
124/124 - 0s - loss: 0.2967 - auc: 0.9276 - val_loss: 0.2961 - val_auc: 0.9237 - 386ms/epoch - 3ms/step
Epoch 413/10000
124/124 - 0s - loss: 0.2967 - auc: 0.9276 - val_loss: 0.2960 - val_auc: 0.9238 - 386ms/epoch - 3ms/step
Epoch 414/10000
124/124 - 0s - loss: 0.2964 - auc: 0.9278 - val_loss: 0.2959 - val_auc: 0.9239 - 384ms/epoch - 3ms/step
Epoch 415/10000
124/124 - 0s - loss: 0.2963 - auc: 0.9281 - val_loss: 0.2960 - val_auc: 0.9239 - 395ms/epoch - 3ms/step
Epoch 416/10000
124/124 - 0s - loss: 0.2963 - auc: 0.9279 - val_loss: 0.2958 - val_auc: 0.9241 - 347ms/epoch - 3ms/step
Epoch 417/10000
124/124 - 0s - loss: 0.2961 - auc: 0.9282 - val_loss: 0.2958 - val_auc: 0.9240 - 394ms/epoch - 3ms/step
Epoch 418/10000
124/124 - 0s - loss: 0.2960 - auc: 0.9278 - val_loss: 0.2955 - val_auc: 0.9241 - 367ms/epoch - 3ms/step
Epoch 419/10000
124/124 - 0s - loss: 0.2960 - auc: 0.9280 - val_loss: 0.2953 - val_auc: 0.9241 - 375ms/epoch - 3ms/step
Epoch 420/10000
124/124 - 0s - loss: 0.2957 - auc: 0.9283 - val_loss: 0.2953 - val_auc: 0.9242 - 336ms/epoch - 3ms/step
Epoch 421/10000
124/124 - 0s - loss: 0.2957 - auc: 0.9280 - val_loss: 0.2952 - val_auc: 0.9244 - 383ms/epoch - 3ms/step
Epoch 422/10000
124/124 - 0s - loss: 0.2955 - auc: 0.9283 - val_loss: 0.2950 - val_auc: 0.9245 - 385ms/epoch - 3ms/step
Epoch 423/10000
124/124 - 0s - loss: 0.2955 - auc: 0.9283 - val_loss: 0.2952 - val_auc: 0.9243 - 329ms/epoch - 3ms/step
Epoch 424/10000
124/124 - 0s - loss: 0.2953 - auc: 0.9283 - val_loss: 0.2949 - val_auc: 0.9245 - 376ms/epoch - 3ms/step
Epoch 425/10000
124/124 - 0s - loss: 0.2952 - auc: 0.9285 - val_loss: 0.2947 - val_auc: 0.9243 - 332ms/epoch - 3ms/step
Epoch 426/10000
124/124 - 0s - loss: 0.2952 - auc: 0.9283 - val_loss: 0.2948 - val_auc: 0.9246 - 379ms/epoch - 3ms/step
Epoch 427/10000
124/124 - 0s - loss: 0.2950 - auc: 0.9284 - val_loss: 0.2946 - val_auc: 0.9248 - 378ms/epoch - 3ms/step
Epoch 428/10000
124/124 - 0s - loss: 0.2949 - auc: 0.9286 - val_loss: 0.2944 - val_auc: 0.9247 - 385ms/epoch - 3ms/step
Epoch 429/10000
124/124 - 0s - loss: 0.2949 - auc: 0.9288 - val_loss: 0.2944 - val_auc: 0.9248 - 331ms/epoch - 3ms/step
Epoch 430/10000
124/124 - 0s - loss: 0.2948 - auc: 0.9289 - val_loss: 0.2944 - val_auc: 0.9249 - 391ms/epoch - 3ms/step
Epoch 431/10000
124/124 - 0s - loss: 0.2947 - auc: 0.9285 - val_loss: 0.2942 - val_auc: 0.9248 - 390ms/epoch - 3ms/step
Epoch 432/10000
124/124 - 0s - loss: 0.2945 - auc: 0.9288 - val_loss: 0.2941 - val_auc: 0.9250 - 392ms/epoch - 3ms/step
Epoch 433/10000
124/124 - 0s - loss: 0.2944 - auc: 0.9288 - val_loss: 0.2939 - val_auc: 0.9251 - 396ms/epoch - 3ms/step
Epoch 434/10000
124/124 - 0s - loss: 0.2944 - auc: 0.9288 - val_loss: 0.2939 - val_auc: 0.9250 - 389ms/epoch - 3ms/step
Epoch 435/10000
124/124 - 0s - loss: 0.2942 - auc: 0.9287 - val_loss: 0.2940 - val_auc: 0.9250 - 329ms/epoch - 3ms/step
Epoch 436/10000
124/124 - 0s - loss: 0.2941 - auc: 0.9292 - val_loss: 0.2938 - val_auc: 0.9252 - 380ms/epoch - 3ms/step
Epoch 437/10000
124/124 - 0s - loss: 0.2939 - auc: 0.9292 - val_loss: 0.2938 - val_auc: 0.9252 - 377ms/epoch - 3ms/step
Epoch 438/10000
124/124 - 0s - loss: 0.2938 - auc: 0.9293 - val_loss: 0.2934 - val_auc: 0.9254 - 339ms/epoch - 3ms/step
Epoch 439/10000
124/124 - 0s - loss: 0.2937 - auc: 0.9293 - val_loss: 0.2934 - val_auc: 0.9254 - 379ms/epoch - 3ms/step
Epoch 440/10000
124/124 - 0s - loss: 0.2937 - auc: 0.9292 - val_loss: 0.2936 - val_auc: 0.9252 - 380ms/epoch - 3ms/step
Epoch 441/10000
124/124 - 0s - loss: 0.2934 - auc: 0.9294 - val_loss: 0.2933 - val_auc: 0.9255 - 333ms/epoch - 3ms/step
Epoch 442/10000
124/124 - 0s - loss: 0.2934 - auc: 0.9291 - val_loss: 0.2932 - val_auc: 0.9254 - 377ms/epoch - 3ms/step
Epoch 443/10000
124/124 - 0s - loss: 0.2934 - auc: 0.9295 - val_loss: 0.2931 - val_auc: 0.9254 - 375ms/epoch - 3ms/step
Epoch 444/10000
124/124 - 0s - loss: 0.2931 - auc: 0.9295 - val_loss: 0.2929 - val_auc: 0.9257 - 336ms/epoch - 3ms/step
Epoch 445/10000
124/124 - 0s - loss: 0.2931 - auc: 0.9297 - val_loss: 0.2930 - val_auc: 0.9256 - 387ms/epoch - 3ms/step
Epoch 446/10000
124/124 - 0s - loss: 0.2930 - auc: 0.9296 - val_loss: 0.2928 - val_auc: 0.9258 - 391ms/epoch - 3ms/step
Epoch 447/10000
124/124 - 0s - loss: 0.2930 - auc: 0.9297 - val_loss: 0.2927 - val_auc: 0.9258 - 380ms/epoch - 3ms/step
Epoch 448/10000
124/124 - 0s - loss: 0.2928 - auc: 0.9295 - val_loss: 0.2926 - val_auc: 0.9258 - 326ms/epoch - 3ms/step
Epoch 449/10000
124/124 - 0s - loss: 0.2927 - auc: 0.9299 - val_loss: 0.2924 - val_auc: 0.9260 - 375ms/epoch - 3ms/step
Epoch 450/10000
124/124 - 0s - loss: 0.2926 - auc: 0.9298 - val_loss: 0.2924 - val_auc: 0.9260 - 329ms/epoch - 3ms/step
Epoch 451/10000
124/124 - 0s - loss: 0.2924 - auc: 0.9299 - val_loss: 0.2926 - val_auc: 0.9261 - 373ms/epoch - 3ms/step
Epoch 452/10000
124/124 - 0s - loss: 0.2924 - auc: 0.9301 - val_loss: 0.2922 - val_auc: 0.9261 - 335ms/epoch - 3ms/step
Epoch 453/10000
124/124 - 0s - loss: 0.2923 - auc: 0.9299 - val_loss: 0.2920 - val_auc: 0.9262 - 372ms/epoch - 3ms/step
Epoch 454/10000
124/124 - 0s - loss: 0.2922 - auc: 0.9299 - val_loss: 0.2919 - val_auc: 0.9262 - 387ms/epoch - 3ms/step
Epoch 455/10000
124/124 - 0s - loss: 0.2920 - auc: 0.9301 - val_loss: 0.2918 - val_auc: 0.9263 - 388ms/epoch - 3ms/step
Epoch 456/10000
124/124 - 0s - loss: 0.2919 - auc: 0.9302 - val_loss: 0.2918 - val_auc: 0.9264 - 337ms/epoch - 3ms/step
Epoch 457/10000
124/124 - 0s - loss: 0.2918 - auc: 0.9302 - val_loss: 0.2917 - val_auc: 0.9263 - 376ms/epoch - 3ms/step
Epoch 458/10000
124/124 - 0s - loss: 0.2918 - auc: 0.9302 - val_loss: 0.2915 - val_auc: 0.9265 - 383ms/epoch - 3ms/step
Epoch 459/10000
124/124 - 0s - loss: 0.2916 - auc: 0.9303 - val_loss: 0.2917 - val_auc: 0.9264 - 341ms/epoch - 3ms/step
Epoch 460/10000
124/124 - 0s - loss: 0.2916 - auc: 0.9303 - val_loss: 0.2916 - val_auc: 0.9265 - 382ms/epoch - 3ms/step
Epoch 461/10000
124/124 - 0s - loss: 0.2915 - auc: 0.9303 - val_loss: 0.2916 - val_auc: 0.9265 - 387ms/epoch - 3ms/step
Epoch 462/10000
124/124 - 0s - loss: 0.2914 - auc: 0.9303 - val_loss: 0.2915 - val_auc: 0.9266 - 392ms/epoch - 3ms/step
Epoch 463/10000
124/124 - 0s - loss: 0.2913 - auc: 0.9303 - val_loss: 0.2912 - val_auc: 0.9266 - 384ms/epoch - 3ms/step
Epoch 464/10000
124/124 - 0s - loss: 0.2911 - auc: 0.9306 - val_loss: 0.2912 - val_auc: 0.9267 - 343ms/epoch - 3ms/step
Epoch 465/10000
124/124 - 0s - loss: 0.2911 - auc: 0.9304 - val_loss: 0.2911 - val_auc: 0.9267 - 404ms/epoch - 3ms/step
Epoch 466/10000
124/124 - 0s - loss: 0.2910 - auc: 0.9306 - val_loss: 0.2911 - val_auc: 0.9266 - 390ms/epoch - 3ms/step
Epoch 467/10000
124/124 - 0s - loss: 0.2908 - auc: 0.9307 - val_loss: 0.2910 - val_auc: 0.9269 - 372ms/epoch - 3ms/step
Epoch 468/10000
124/124 - 0s - loss: 0.2908 - auc: 0.9307 - val_loss: 0.2906 - val_auc: 0.9272 - 381ms/epoch - 3ms/step
Epoch 469/10000
124/124 - 0s - loss: 0.2907 - auc: 0.9307 - val_loss: 0.2905 - val_auc: 0.9270 - 335ms/epoch - 3ms/step
Epoch 470/10000
124/124 - 0s - loss: 0.2906 - auc: 0.9309 - val_loss: 0.2905 - val_auc: 0.9270 - 371ms/epoch - 3ms/step
Epoch 471/10000
124/124 - 0s - loss: 0.2904 - auc: 0.9309 - val_loss: 0.2905 - val_auc: 0.9271 - 378ms/epoch - 3ms/step
Epoch 472/10000
124/124 - 0s - loss: 0.2904 - auc: 0.9306 - val_loss: 0.2904 - val_auc: 0.9270 - 331ms/epoch - 3ms/step
Epoch 473/10000
124/124 - 0s - loss: 0.2903 - auc: 0.9309 - val_loss: 0.2909 - val_auc: 0.9270 - 376ms/epoch - 3ms/step
Epoch 474/10000
124/124 - 0s - loss: 0.2901 - auc: 0.9311 - val_loss: 0.2903 - val_auc: 0.9272 - 336ms/epoch - 3ms/step
Epoch 475/10000
124/124 - 0s - loss: 0.2901 - auc: 0.9311 - val_loss: 0.2903 - val_auc: 0.9272 - 377ms/epoch - 3ms/step
Epoch 476/10000
124/124 - 0s - loss: 0.2900 - auc: 0.9311 - val_loss: 0.2900 - val_auc: 0.9275 - 373ms/epoch - 3ms/step
Epoch 477/10000
124/124 - 0s - loss: 0.2899 - auc: 0.9312 - val_loss: 0.2899 - val_auc: 0.9273 - 330ms/epoch - 3ms/step
Epoch 478/10000
124/124 - 0s - loss: 0.2897 - auc: 0.9313 - val_loss: 0.2900 - val_auc: 0.9274 - 376ms/epoch - 3ms/step
Epoch 479/10000
124/124 - 0s - loss: 0.2896 - auc: 0.9313 - val_loss: 0.2899 - val_auc: 0.9275 - 333ms/epoch - 3ms/step
Epoch 480/10000
124/124 - 0s - loss: 0.2897 - auc: 0.9312 - val_loss: 0.2899 - val_auc: 0.9277 - 369ms/epoch - 3ms/step
Epoch 481/10000
124/124 - 0s - loss: 0.2895 - auc: 0.9314 - val_loss: 0.2896 - val_auc: 0.9277 - 371ms/epoch - 3ms/step
Epoch 482/10000
124/124 - 0s - loss: 0.2894 - auc: 0.9314 - val_loss: 0.2894 - val_auc: 0.9275 - 347ms/epoch - 3ms/step
Epoch 483/10000
124/124 - 0s - loss: 0.2892 - auc: 0.9318 - val_loss: 0.2898 - val_auc: 0.9275 - 376ms/epoch - 3ms/step
Epoch 484/10000
124/124 - 0s - loss: 0.2893 - auc: 0.9315 - val_loss: 0.2895 - val_auc: 0.9275 - 382ms/epoch - 3ms/step
Epoch 485/10000
124/124 - 0s - loss: 0.2892 - auc: 0.9315 - val_loss: 0.2895 - val_auc: 0.9278 - 341ms/epoch - 3ms/step
Epoch 486/10000
124/124 - 0s - loss: 0.2891 - auc: 0.9315 - val_loss: 0.2895 - val_auc: 0.9278 - 376ms/epoch - 3ms/step
Epoch 487/10000
124/124 - 0s - loss: 0.2889 - auc: 0.9317 - val_loss: 0.2891 - val_auc: 0.9278 - 382ms/epoch - 3ms/step
Epoch 488/10000
124/124 - 0s - loss: 0.2889 - auc: 0.9316 - val_loss: 0.2892 - val_auc: 0.9278 - 337ms/epoch - 3ms/step
Epoch 489/10000
124/124 - 0s - loss: 0.2887 - auc: 0.9318 - val_loss: 0.2889 - val_auc: 0.9280 - 370ms/epoch - 3ms/step
Epoch 490/10000
124/124 - 0s - loss: 0.2887 - auc: 0.9318 - val_loss: 0.2889 - val_auc: 0.9280 - 384ms/epoch - 3ms/step
Epoch 491/10000
124/124 - 0s - loss: 0.2886 - auc: 0.9317 - val_loss: 0.2889 - val_auc: 0.9280 - 338ms/epoch - 3ms/step
Epoch 492/10000
124/124 - 0s - loss: 0.2884 - auc: 0.9320 - val_loss: 0.2887 - val_auc: 0.9281 - 339ms/epoch - 3ms/step
Epoch 493/10000
124/124 - 0s - loss: 0.2884 - auc: 0.9318 - val_loss: 0.2884 - val_auc: 0.9281 - 398ms/epoch - 3ms/step
Epoch 494/10000
124/124 - 0s - loss: 0.2884 - auc: 0.9318 - val_loss: 0.2884 - val_auc: 0.9280 - 386ms/epoch - 3ms/step
Epoch 495/10000
124/124 - 0s - loss: 0.2883 - auc: 0.9321 - val_loss: 0.2883 - val_auc: 0.9282 - 385ms/epoch - 3ms/step
Epoch 496/10000
124/124 - 0s - loss: 0.2881 - auc: 0.9320 - val_loss: 0.2883 - val_auc: 0.9282 - 334ms/epoch - 3ms/step
Epoch 497/10000
124/124 - 0s - loss: 0.2881 - auc: 0.9320 - val_loss: 0.2881 - val_auc: 0.9285 - 374ms/epoch - 3ms/step
Epoch 498/10000
124/124 - 0s - loss: 0.2879 - auc: 0.9319 - val_loss: 0.2883 - val_auc: 0.9282 - 382ms/epoch - 3ms/step
Epoch 499/10000
124/124 - 0s - loss: 0.2879 - auc: 0.9320 - val_loss: 0.2879 - val_auc: 0.9283 - 332ms/epoch - 3ms/step
Epoch 500/10000
124/124 - 0s - loss: 0.2878 - auc: 0.9322 - val_loss: 0.2880 - val_auc: 0.9283 - 379ms/epoch - 3ms/step
Epoch 501/10000
124/124 - 0s - loss: 0.2876 - auc: 0.9321 - val_loss: 0.2879 - val_auc: 0.9285 - 382ms/epoch - 3ms/step
Epoch 502/10000
124/124 - 0s - loss: 0.2877 - auc: 0.9319 - val_loss: 0.2880 - val_auc: 0.9283 - 332ms/epoch - 3ms/step
Epoch 503/10000
124/124 - 0s - loss: 0.2875 - auc: 0.9326 - val_loss: 0.2880 - val_auc: 0.9286 - 372ms/epoch - 3ms/step
Epoch 504/10000
124/124 - 0s - loss: 0.2874 - auc: 0.9324 - val_loss: 0.2878 - val_auc: 0.9286 - 383ms/epoch - 3ms/step
Epoch 505/10000
124/124 - 0s - loss: 0.2874 - auc: 0.9324 - val_loss: 0.2875 - val_auc: 0.9287 - 332ms/epoch - 3ms/step
Epoch 506/10000
124/124 - 0s - loss: 0.2872 - auc: 0.9324 - val_loss: 0.2875 - val_auc: 0.9288 - 385ms/epoch - 3ms/step
Epoch 507/10000
124/124 - 0s - loss: 0.2871 - auc: 0.9325 - val_loss: 0.2874 - val_auc: 0.9289 - 385ms/epoch - 3ms/step
Epoch 508/10000
124/124 - 0s - loss: 0.2870 - auc: 0.9323 - val_loss: 0.2873 - val_auc: 0.9290 - 334ms/epoch - 3ms/step
Epoch 509/10000
124/124 - 0s - loss: 0.2871 - auc: 0.9326 - val_loss: 0.2875 - val_auc: 0.9288 - 375ms/epoch - 3ms/step
Epoch 510/10000
124/124 - 0s - loss: 0.2869 - auc: 0.9325 - val_loss: 0.2871 - val_auc: 0.9288 - 392ms/epoch - 3ms/step
Epoch 511/10000
124/124 - 0s - loss: 0.2869 - auc: 0.9326 - val_loss: 0.2874 - val_auc: 0.9290 - 384ms/epoch - 3ms/step
Epoch 512/10000
124/124 - 0s - loss: 0.2867 - auc: 0.9328 - val_loss: 0.2872 - val_auc: 0.9289 - 350ms/epoch - 3ms/step
Epoch 513/10000
124/124 - 0s - loss: 0.2865 - auc: 0.9328 - val_loss: 0.2870 - val_auc: 0.9290 - 371ms/epoch - 3ms/step
Epoch 514/10000
124/124 - 0s - loss: 0.2866 - auc: 0.9329 - val_loss: 0.2871 - val_auc: 0.9291 - 448ms/epoch - 4ms/step
Epoch 515/10000
124/124 - 0s - loss: 0.2864 - auc: 0.9328 - val_loss: 0.2870 - val_auc: 0.9290 - 341ms/epoch - 3ms/step
Epoch 516/10000
124/124 - 0s - loss: 0.2863 - auc: 0.9328 - val_loss: 0.2868 - val_auc: 0.9291 - 391ms/epoch - 3ms/step
Epoch 517/10000
124/124 - 0s - loss: 0.2862 - auc: 0.9327 - val_loss: 0.2866 - val_auc: 0.9293 - 383ms/epoch - 3ms/step
Epoch 518/10000
124/124 - 0s - loss: 0.2861 - auc: 0.9331 - val_loss: 0.2868 - val_auc: 0.9293 - 325ms/epoch - 3ms/step
Epoch 519/10000
124/124 - 0s - loss: 0.2861 - auc: 0.9330 - val_loss: 0.2866 - val_auc: 0.9292 - 382ms/epoch - 3ms/step
Epoch 520/10000
124/124 - 0s - loss: 0.2860 - auc: 0.9332 - val_loss: 0.2864 - val_auc: 0.9294 - 337ms/epoch - 3ms/step
Epoch 521/10000
124/124 - 0s - loss: 0.2858 - auc: 0.9329 - val_loss: 0.2864 - val_auc: 0.9293 - 329ms/epoch - 3ms/step
Epoch 522/10000
124/124 - 0s - loss: 0.2857 - auc: 0.9333 - val_loss: 0.2864 - val_auc: 0.9294 - 381ms/epoch - 3ms/step
Epoch 523/10000
124/124 - 0s - loss: 0.2857 - auc: 0.9332 - val_loss: 0.2864 - val_auc: 0.9294 - 341ms/epoch - 3ms/step
Epoch 524/10000
124/124 - 0s - loss: 0.2856 - auc: 0.9332 - val_loss: 0.2860 - val_auc: 0.9297 - 372ms/epoch - 3ms/step
Epoch 525/10000
124/124 - 0s - loss: 0.2854 - auc: 0.9332 - val_loss: 0.2859 - val_auc: 0.9295 - 383ms/epoch - 3ms/step
Epoch 526/10000
124/124 - 0s - loss: 0.2854 - auc: 0.9334 - val_loss: 0.2859 - val_auc: 0.9297 - 335ms/epoch - 3ms/step
Epoch 527/10000
124/124 - 0s - loss: 0.2853 - auc: 0.9334 - val_loss: 0.2858 - val_auc: 0.9297 - 371ms/epoch - 3ms/step
Epoch 528/10000
124/124 - 0s - loss: 0.2852 - auc: 0.9336 - val_loss: 0.2858 - val_auc: 0.9297 - 331ms/epoch - 3ms/step
Epoch 529/10000
124/124 - 0s - loss: 0.2852 - auc: 0.9335 - val_loss: 0.2858 - val_auc: 0.9296 - 370ms/epoch - 3ms/step
Epoch 530/10000
124/124 - 0s - loss: 0.2851 - auc: 0.9335 - val_loss: 0.2858 - val_auc: 0.9295 - 380ms/epoch - 3ms/step
Epoch 531/10000
124/124 - 0s - loss: 0.2852 - auc: 0.9334 - val_loss: 0.2859 - val_auc: 0.9296 - 337ms/epoch - 3ms/step
Epoch 532/10000
124/124 - 0s - loss: 0.2849 - auc: 0.9335 - val_loss: 0.2857 - val_auc: 0.9299 - 366ms/epoch - 3ms/step
Epoch 533/10000
124/124 - 0s - loss: 0.2848 - auc: 0.9335 - val_loss: 0.2856 - val_auc: 0.9299 - 377ms/epoch - 3ms/step
Epoch 534/10000
124/124 - 0s - loss: 0.2847 - auc: 0.9338 - val_loss: 0.2853 - val_auc: 0.9300 - 329ms/epoch - 3ms/step
Epoch 535/10000
124/124 - 0s - loss: 0.2848 - auc: 0.9335 - val_loss: 0.2853 - val_auc: 0.9299 - 380ms/epoch - 3ms/step
Epoch 536/10000
124/124 - 0s - loss: 0.2846 - auc: 0.9338 - val_loss: 0.2852 - val_auc: 0.9300 - 343ms/epoch - 3ms/step
Epoch 537/10000
124/124 - 0s - loss: 0.2846 - auc: 0.9336 - val_loss: 0.2851 - val_auc: 0.9301 - 334ms/epoch - 3ms/step
Epoch 538/10000
124/124 - 0s - loss: 0.2844 - auc: 0.9338 - val_loss: 0.2849 - val_auc: 0.9301 - 384ms/epoch - 3ms/step
Epoch 539/10000
124/124 - 0s - loss: 0.2844 - auc: 0.9338 - val_loss: 0.2850 - val_auc: 0.9300 - 382ms/epoch - 3ms/step
Epoch 540/10000
124/124 - 0s - loss: 0.2843 - auc: 0.9339 - val_loss: 0.2850 - val_auc: 0.9300 - 339ms/epoch - 3ms/step
Epoch 541/10000
124/124 - 0s - loss: 0.2842 - auc: 0.9339 - val_loss: 0.2848 - val_auc: 0.9302 - 368ms/epoch - 3ms/step
Epoch 542/10000
124/124 - 0s - loss: 0.2842 - auc: 0.9340 - val_loss: 0.2850 - val_auc: 0.9303 - 326ms/epoch - 3ms/step
Epoch 543/10000
124/124 - 0s - loss: 0.2841 - auc: 0.9340 - val_loss: 0.2847 - val_auc: 0.9302 - 377ms/epoch - 3ms/step
Epoch 544/10000
124/124 - 0s - loss: 0.2839 - auc: 0.9339 - val_loss: 0.2846 - val_auc: 0.9303 - 329ms/epoch - 3ms/step
Epoch 545/10000
124/124 - 0s - loss: 0.2838 - auc: 0.9342 - val_loss: 0.2851 - val_auc: 0.9302 - 374ms/epoch - 3ms/step
Epoch 546/10000
124/124 - 0s - loss: 0.2837 - auc: 0.9340 - val_loss: 0.2844 - val_auc: 0.9304 - 388ms/epoch - 3ms/step
Epoch 547/10000
124/124 - 0s - loss: 0.2837 - auc: 0.9342 - val_loss: 0.2844 - val_auc: 0.9305 - 391ms/epoch - 3ms/step
Epoch 548/10000
124/124 - 0s - loss: 0.2836 - auc: 0.9341 - val_loss: 0.2843 - val_auc: 0.9305 - 342ms/epoch - 3ms/step
Epoch 549/10000
124/124 - 0s - loss: 0.2835 - auc: 0.9344 - val_loss: 0.2843 - val_auc: 0.9304 - 360ms/epoch - 3ms/step
Epoch 550/10000
124/124 - 0s - loss: 0.2834 - auc: 0.9341 - val_loss: 0.2842 - val_auc: 0.9307 - 374ms/epoch - 3ms/step
Epoch 551/10000
124/124 - 0s - loss: 0.2834 - auc: 0.9345 - val_loss: 0.2843 - val_auc: 0.9306 - 325ms/epoch - 3ms/step
Epoch 552/10000
124/124 - 0s - loss: 0.2835 - auc: 0.9340 - val_loss: 0.2841 - val_auc: 0.9305 - 326ms/epoch - 3ms/step
Epoch 553/10000
124/124 - 0s - loss: 0.2833 - auc: 0.9344 - val_loss: 0.2841 - val_auc: 0.9306 - 365ms/epoch - 3ms/step
Epoch 554/10000
124/124 - 0s - loss: 0.2831 - auc: 0.9343 - val_loss: 0.2839 - val_auc: 0.9305 - 334ms/epoch - 3ms/step
Epoch 555/10000
124/124 - 0s - loss: 0.2830 - auc: 0.9344 - val_loss: 0.2838 - val_auc: 0.9306 - 328ms/epoch - 3ms/step
Epoch 556/10000
124/124 - 0s - loss: 0.2831 - auc: 0.9344 - val_loss: 0.2838 - val_auc: 0.9309 - 378ms/epoch - 3ms/step
Epoch 557/10000
124/124 - 0s - loss: 0.2829 - auc: 0.9345 - val_loss: 0.2837 - val_auc: 0.9308 - 338ms/epoch - 3ms/step
Epoch 558/10000
124/124 - 0s - loss: 0.2828 - auc: 0.9346 - val_loss: 0.2836 - val_auc: 0.9309 - 379ms/epoch - 3ms/step
Epoch 559/10000
124/124 - 0s - loss: 0.2828 - auc: 0.9346 - val_loss: 0.2836 - val_auc: 0.9310 - 376ms/epoch - 3ms/step
Epoch 560/10000
124/124 - 0s - loss: 0.2826 - auc: 0.9348 - val_loss: 0.2835 - val_auc: 0.9310 - 342ms/epoch - 3ms/step
Epoch 561/10000
124/124 - 0s - loss: 0.2826 - auc: 0.9348 - val_loss: 0.2834 - val_auc: 0.9309 - 373ms/epoch - 3ms/step
Epoch 562/10000
124/124 - 0s - loss: 0.2824 - auc: 0.9348 - val_loss: 0.2836 - val_auc: 0.9309 - 386ms/epoch - 3ms/step
Epoch 563/10000
124/124 - 0s - loss: 0.2824 - auc: 0.9349 - val_loss: 0.2832 - val_auc: 0.9313 - 338ms/epoch - 3ms/step
Epoch 564/10000
124/124 - 0s - loss: 0.2824 - auc: 0.9349 - val_loss: 0.2833 - val_auc: 0.9310 - 335ms/epoch - 3ms/step
Epoch 565/10000
124/124 - 0s - loss: 0.2823 - auc: 0.9348 - val_loss: 0.2832 - val_auc: 0.9312 - 377ms/epoch - 3ms/step
Epoch 566/10000
124/124 - 0s - loss: 0.2821 - auc: 0.9348 - val_loss: 0.2831 - val_auc: 0.9312 - 384ms/epoch - 3ms/step
Epoch 567/10000
124/124 - 0s - loss: 0.2821 - auc: 0.9349 - val_loss: 0.2830 - val_auc: 0.9313 - 345ms/epoch - 3ms/step
Epoch 568/10000
124/124 - 0s - loss: 0.2821 - auc: 0.9347 - val_loss: 0.2829 - val_auc: 0.9312 - 375ms/epoch - 3ms/step
Epoch 569/10000
124/124 - 0s - loss: 0.2819 - auc: 0.9350 - val_loss: 0.2832 - val_auc: 0.9311 - 384ms/epoch - 3ms/step
Epoch 570/10000
124/124 - 0s - loss: 0.2819 - auc: 0.9349 - val_loss: 0.2829 - val_auc: 0.9313 - 334ms/epoch - 3ms/step
Epoch 571/10000
124/124 - 0s - loss: 0.2818 - auc: 0.9350 - val_loss: 0.2829 - val_auc: 0.9314 - 383ms/epoch - 3ms/step
Epoch 572/10000
124/124 - 0s - loss: 0.2816 - auc: 0.9352 - val_loss: 0.2827 - val_auc: 0.9315 - 376ms/epoch - 3ms/step
Epoch 573/10000
124/124 - 0s - loss: 0.2817 - auc: 0.9350 - val_loss: 0.2827 - val_auc: 0.9314 - 335ms/epoch - 3ms/step
Epoch 574/10000
124/124 - 0s - loss: 0.2817 - auc: 0.9350 - val_loss: 0.2825 - val_auc: 0.9315 - 384ms/epoch - 3ms/step
Epoch 575/10000
124/124 - 0s - loss: 0.2814 - auc: 0.9352 - val_loss: 0.2823 - val_auc: 0.9316 - 385ms/epoch - 3ms/step
Epoch 576/10000
124/124 - 0s - loss: 0.2814 - auc: 0.9353 - val_loss: 0.2826 - val_auc: 0.9315 - 375ms/epoch - 3ms/step
Epoch 577/10000
124/124 - 0s - loss: 0.2812 - auc: 0.9352 - val_loss: 0.2823 - val_auc: 0.9315 - 334ms/epoch - 3ms/step
Epoch 578/10000
124/124 - 0s - loss: 0.2812 - auc: 0.9353 - val_loss: 0.2824 - val_auc: 0.9317 - 381ms/epoch - 3ms/step
Epoch 579/10000
124/124 - 0s - loss: 0.2811 - auc: 0.9355 - val_loss: 0.2822 - val_auc: 0.9319 - 376ms/epoch - 3ms/step
Epoch 580/10000
124/124 - 0s - loss: 0.2811 - auc: 0.9352 - val_loss: 0.2821 - val_auc: 0.9318 - 329ms/epoch - 3ms/step
Epoch 581/10000
124/124 - 0s - loss: 0.2810 - auc: 0.9354 - val_loss: 0.2823 - val_auc: 0.9316 - 379ms/epoch - 3ms/step
Epoch 582/10000
124/124 - 0s - loss: 0.2810 - auc: 0.9353 - val_loss: 0.2820 - val_auc: 0.9318 - 336ms/epoch - 3ms/step
Epoch 583/10000
124/124 - 0s - loss: 0.2809 - auc: 0.9354 - val_loss: 0.2819 - val_auc: 0.9320 - 376ms/epoch - 3ms/step
Epoch 584/10000
124/124 - 0s - loss: 0.2810 - auc: 0.9354 - val_loss: 0.2821 - val_auc: 0.9318 - 383ms/epoch - 3ms/step
Epoch 585/10000
124/124 - 0s - loss: 0.2807 - auc: 0.9355 - val_loss: 0.2817 - val_auc: 0.9319 - 387ms/epoch - 3ms/step
Epoch 586/10000
124/124 - 0s - loss: 0.2806 - auc: 0.9356 - val_loss: 0.2816 - val_auc: 0.9320 - 329ms/epoch - 3ms/step
Epoch 587/10000
124/124 - 0s - loss: 0.2805 - auc: 0.9357 - val_loss: 0.2818 - val_auc: 0.9319 - 378ms/epoch - 3ms/step
Epoch 588/10000
124/124 - 0s - loss: 0.2805 - auc: 0.9355 - val_loss: 0.2817 - val_auc: 0.9318 - 387ms/epoch - 3ms/step
Epoch 589/10000
124/124 - 0s - loss: 0.2805 - auc: 0.9356 - val_loss: 0.2815 - val_auc: 0.9321 - 338ms/epoch - 3ms/step
Epoch 590/10000
124/124 - 0s - loss: 0.2803 - auc: 0.9358 - val_loss: 0.2814 - val_auc: 0.9322 - 378ms/epoch - 3ms/step
Epoch 591/10000
124/124 - 0s - loss: 0.2804 - auc: 0.9357 - val_loss: 0.2816 - val_auc: 0.9321 - 388ms/epoch - 3ms/step
Epoch 592/10000
124/124 - 0s - loss: 0.2802 - auc: 0.9360 - val_loss: 0.2816 - val_auc: 0.9320 - 385ms/epoch - 3ms/step
Epoch 593/10000
124/124 - 0s - loss: 0.2802 - auc: 0.9357 - val_loss: 0.2813 - val_auc: 0.9323 - 326ms/epoch - 3ms/step
Epoch 594/10000
124/124 - 0s - loss: 0.2801 - auc: 0.9359 - val_loss: 0.2814 - val_auc: 0.9322 - 371ms/epoch - 3ms/step
Epoch 595/10000
124/124 - 0s - loss: 0.2799 - auc: 0.9359 - val_loss: 0.2813 - val_auc: 0.9322 - 327ms/epoch - 3ms/step
Epoch 596/10000
124/124 - 0s - loss: 0.2800 - auc: 0.9356 - val_loss: 0.2810 - val_auc: 0.9322 - 363ms/epoch - 3ms/step
Epoch 597/10000
124/124 - 0s - loss: 0.2798 - auc: 0.9360 - val_loss: 0.2811 - val_auc: 0.9323 - 321ms/epoch - 3ms/step
Epoch 598/10000
124/124 - 0s - loss: 0.2797 - auc: 0.9359 - val_loss: 0.2811 - val_auc: 0.9322 - 376ms/epoch - 3ms/step
Epoch 599/10000
124/124 - 0s - loss: 0.2797 - auc: 0.9362 - val_loss: 0.2809 - val_auc: 0.9324 - 320ms/epoch - 3ms/step
Epoch 600/10000
124/124 - 0s - loss: 0.2796 - auc: 0.9362 - val_loss: 0.2807 - val_auc: 0.9326 - 328ms/epoch - 3ms/step
Epoch 601/10000
124/124 - 0s - loss: 0.2795 - auc: 0.9360 - val_loss: 0.2807 - val_auc: 0.9326 - 359ms/epoch - 3ms/step
Epoch 602/10000
124/124 - 0s - loss: 0.2794 - auc: 0.9362 - val_loss: 0.2806 - val_auc: 0.9324 - 339ms/epoch - 3ms/step
Epoch 603/10000
124/124 - 0s - loss: 0.2794 - auc: 0.9362 - val_loss: 0.2806 - val_auc: 0.9326 - 360ms/epoch - 3ms/step
Epoch 604/10000
124/124 - 0s - loss: 0.2794 - auc: 0.9361 - val_loss: 0.2805 - val_auc: 0.9327 - 318ms/epoch - 3ms/step
Epoch 605/10000
124/124 - 0s - loss: 0.2792 - auc: 0.9363 - val_loss: 0.2806 - val_auc: 0.9326 - 316ms/epoch - 3ms/step
Epoch 606/10000
124/124 - 0s - loss: 0.2791 - auc: 0.9363 - val_loss: 0.2806 - val_auc: 0.9325 - 321ms/epoch - 3ms/step
Epoch 607/10000
124/124 - 0s - loss: 0.2791 - auc: 0.9361 - val_loss: 0.2803 - val_auc: 0.9328 - 316ms/epoch - 3ms/step
Epoch 608/10000
124/124 - 0s - loss: 0.2790 - auc: 0.9365 - val_loss: 0.2804 - val_auc: 0.9327 - 317ms/epoch - 3ms/step
Epoch 609/10000
124/124 - 0s - loss: 0.2790 - auc: 0.9361 - val_loss: 0.2803 - val_auc: 0.9328 - 359ms/epoch - 3ms/step
Epoch 610/10000
124/124 - 0s - loss: 0.2788 - auc: 0.9364 - val_loss: 0.2801 - val_auc: 0.9330 - 313ms/epoch - 3ms/step
Epoch 611/10000
124/124 - 0s - loss: 0.2789 - auc: 0.9364 - val_loss: 0.2802 - val_auc: 0.9329 - 321ms/epoch - 3ms/step
Epoch 612/10000
124/124 - 0s - loss: 0.2787 - auc: 0.9364 - val_loss: 0.2799 - val_auc: 0.9330 - 357ms/epoch - 3ms/step
Epoch 613/10000
124/124 - 0s - loss: 0.2786 - auc: 0.9365 - val_loss: 0.2800 - val_auc: 0.9330 - 314ms/epoch - 3ms/step
Epoch 614/10000
124/124 - 0s - loss: 0.2785 - auc: 0.9366 - val_loss: 0.2799 - val_auc: 0.9328 - 319ms/epoch - 3ms/step
Epoch 615/10000
124/124 - 0s - loss: 0.2784 - auc: 0.9365 - val_loss: 0.2799 - val_auc: 0.9330 - 351ms/epoch - 3ms/step
Epoch 616/10000
124/124 - 0s - loss: 0.2784 - auc: 0.9366 - val_loss: 0.2797 - val_auc: 0.9332 - 308ms/epoch - 2ms/step
Epoch 617/10000
124/124 - 0s - loss: 0.2783 - auc: 0.9365 - val_loss: 0.2796 - val_auc: 0.9332 - 313ms/epoch - 3ms/step
Epoch 618/10000
124/124 - 0s - loss: 0.2782 - auc: 0.9365 - val_loss: 0.2796 - val_auc: 0.9331 - 326ms/epoch - 3ms/step
Epoch 619/10000
124/124 - 0s - loss: 0.2784 - auc: 0.9365 - val_loss: 0.2796 - val_auc: 0.9332 - 353ms/epoch - 3ms/step
Epoch 620/10000
124/124 - 0s - loss: 0.2781 - auc: 0.9368 - val_loss: 0.2796 - val_auc: 0.9332 - 321ms/epoch - 3ms/step
Epoch 621/10000
124/124 - 0s - loss: 0.2780 - auc: 0.9368 - val_loss: 0.2794 - val_auc: 0.9334 - 371ms/epoch - 3ms/step
Epoch 622/10000
124/124 - 0s - loss: 0.2780 - auc: 0.9368 - val_loss: 0.2793 - val_auc: 0.9333 - 320ms/epoch - 3ms/step
Epoch 623/10000
124/124 - 0s - loss: 0.2779 - auc: 0.9368 - val_loss: 0.2794 - val_auc: 0.9332 - 373ms/epoch - 3ms/step
Epoch 624/10000
124/124 - 0s - loss: 0.2779 - auc: 0.9366 - val_loss: 0.2792 - val_auc: 0.9335 - 327ms/epoch - 3ms/step
Epoch 625/10000
124/124 - 0s - loss: 0.2778 - auc: 0.9367 - val_loss: 0.2791 - val_auc: 0.9334 - 384ms/epoch - 3ms/step
Epoch 626/10000
124/124 - 0s - loss: 0.2778 - auc: 0.9367 - val_loss: 0.2793 - val_auc: 0.9333 - 381ms/epoch - 3ms/step
Epoch 627/10000
124/124 - 0s - loss: 0.2777 - auc: 0.9370 - val_loss: 0.2790 - val_auc: 0.9335 - 342ms/epoch - 3ms/step
Epoch 628/10000
124/124 - 0s - loss: 0.2776 - auc: 0.9370 - val_loss: 0.2790 - val_auc: 0.9335 - 377ms/epoch - 3ms/step
Epoch 629/10000
124/124 - 0s - loss: 0.2775 - auc: 0.9369 - val_loss: 0.2788 - val_auc: 0.9335 - 386ms/epoch - 3ms/step
Epoch 630/10000
124/124 - 0s - loss: 0.2774 - auc: 0.9371 - val_loss: 0.2789 - val_auc: 0.9336 - 390ms/epoch - 3ms/step
Epoch 631/10000
124/124 - 0s - loss: 0.2774 - auc: 0.9369 - val_loss: 0.2789 - val_auc: 0.9336 - 393ms/epoch - 3ms/step
Epoch 632/10000
124/124 - 0s - loss: 0.2772 - auc: 0.9372 - val_loss: 0.2788 - val_auc: 0.9336 - 343ms/epoch - 3ms/step
Epoch 633/10000
124/124 - 0s - loss: 0.2772 - auc: 0.9372 - val_loss: 0.2787 - val_auc: 0.9337 - 380ms/epoch - 3ms/step
Epoch 634/10000
124/124 - 0s - loss: 0.2771 - auc: 0.9371 - val_loss: 0.2787 - val_auc: 0.9337 - 387ms/epoch - 3ms/step
Epoch 635/10000
124/124 - 0s - loss: 0.2770 - auc: 0.9372 - val_loss: 0.2785 - val_auc: 0.9337 - 379ms/epoch - 3ms/step
Epoch 636/10000
124/124 - 0s - loss: 0.2770 - auc: 0.9373 - val_loss: 0.2786 - val_auc: 0.9337 - 328ms/epoch - 3ms/step
Epoch 637/10000
124/124 - 0s - loss: 0.2769 - auc: 0.9371 - val_loss: 0.2787 - val_auc: 0.9335 - 380ms/epoch - 3ms/step
Epoch 638/10000
124/124 - 0s - loss: 0.2770 - auc: 0.9371 - val_loss: 0.2784 - val_auc: 0.9339 - 333ms/epoch - 3ms/step
Epoch 639/10000
124/124 - 0s - loss: 0.2768 - auc: 0.9373 - val_loss: 0.2783 - val_auc: 0.9340 - 368ms/epoch - 3ms/step
Epoch 640/10000
124/124 - 0s - loss: 0.2767 - auc: 0.9374 - val_loss: 0.2782 - val_auc: 0.9340 - 380ms/epoch - 3ms/step
Epoch 641/10000
124/124 - 0s - loss: 0.2767 - auc: 0.9376 - val_loss: 0.2783 - val_auc: 0.9340 - 341ms/epoch - 3ms/step
Epoch 642/10000
124/124 - 0s - loss: 0.2767 - auc: 0.9374 - val_loss: 0.2781 - val_auc: 0.9340 - 378ms/epoch - 3ms/step
Epoch 643/10000
124/124 - 0s - loss: 0.2766 - auc: 0.9376 - val_loss: 0.2780 - val_auc: 0.9340 - 386ms/epoch - 3ms/step
Epoch 644/10000
124/124 - 0s - loss: 0.2764 - auc: 0.9374 - val_loss: 0.2781 - val_auc: 0.9340 - 392ms/epoch - 3ms/step
Epoch 645/10000
124/124 - 0s - loss: 0.2764 - auc: 0.9375 - val_loss: 0.2780 - val_auc: 0.9340 - 342ms/epoch - 3ms/step
Epoch 646/10000
124/124 - 0s - loss: 0.2763 - auc: 0.9375 - val_loss: 0.2779 - val_auc: 0.9342 - 372ms/epoch - 3ms/step
Epoch 647/10000
124/124 - 0s - loss: 0.2763 - auc: 0.9375 - val_loss: 0.2780 - val_auc: 0.9341 - 385ms/epoch - 3ms/step
Epoch 648/10000
124/124 - 0s - loss: 0.2764 - auc: 0.9373 - val_loss: 0.2778 - val_auc: 0.9342 - 386ms/epoch - 3ms/step
Epoch 649/10000
124/124 - 0s - loss: 0.2762 - auc: 0.9375 - val_loss: 0.2778 - val_auc: 0.9340 - 344ms/epoch - 3ms/step
Epoch 650/10000
124/124 - 0s - loss: 0.2760 - auc: 0.9377 - val_loss: 0.2778 - val_auc: 0.9342 - 369ms/epoch - 3ms/step
Epoch 651/10000
124/124 - 0s - loss: 0.2760 - auc: 0.9379 - val_loss: 0.2777 - val_auc: 0.9345 - 379ms/epoch - 3ms/step
Epoch 652/10000
124/124 - 0s - loss: 0.2759 - auc: 0.9378 - val_loss: 0.2776 - val_auc: 0.9344 - 332ms/epoch - 3ms/step
Epoch 653/10000
124/124 - 0s - loss: 0.2758 - auc: 0.9377 - val_loss: 0.2775 - val_auc: 0.9345 - 380ms/epoch - 3ms/step
Epoch 654/10000
124/124 - 0s - loss: 0.2758 - auc: 0.9379 - val_loss: 0.2775 - val_auc: 0.9342 - 379ms/epoch - 3ms/step
Epoch 655/10000
124/124 - 0s - loss: 0.2757 - auc: 0.9378 - val_loss: 0.2774 - val_auc: 0.9342 - 325ms/epoch - 3ms/step
Epoch 656/10000
124/124 - 0s - loss: 0.2757 - auc: 0.9379 - val_loss: 0.2776 - val_auc: 0.9343 - 324ms/epoch - 3ms/step
Epoch 657/10000
124/124 - 0s - loss: 0.2756 - auc: 0.9377 - val_loss: 0.2773 - val_auc: 0.9343 - 330ms/epoch - 3ms/step
Epoch 658/10000
124/124 - 0s - loss: 0.2755 - auc: 0.9378 - val_loss: 0.2772 - val_auc: 0.9343 - 397ms/epoch - 3ms/step
Epoch 659/10000
124/124 - 0s - loss: 0.2756 - auc: 0.9379 - val_loss: 0.2777 - val_auc: 0.9343 - 392ms/epoch - 3ms/step
Epoch 660/10000
124/124 - 0s - loss: 0.2755 - auc: 0.9378 - val_loss: 0.2773 - val_auc: 0.9343 - 377ms/epoch - 3ms/step
Epoch 661/10000
124/124 - 0s - loss: 0.2754 - auc: 0.9378 - val_loss: 0.2772 - val_auc: 0.9343 - 326ms/epoch - 3ms/step
Epoch 662/10000
124/124 - 0s - loss: 0.2753 - auc: 0.9379 - val_loss: 0.2770 - val_auc: 0.9347 - 376ms/epoch - 3ms/step
Epoch 663/10000
124/124 - 0s - loss: 0.2751 - auc: 0.9379 - val_loss: 0.2768 - val_auc: 0.9347 - 336ms/epoch - 3ms/step
Epoch 664/10000
124/124 - 0s - loss: 0.2752 - auc: 0.9381 - val_loss: 0.2769 - val_auc: 0.9348 - 381ms/epoch - 3ms/step
Epoch 665/10000
124/124 - 0s - loss: 0.2751 - auc: 0.9381 - val_loss: 0.2769 - val_auc: 0.9346 - 388ms/epoch - 3ms/step
Epoch 666/10000
124/124 - 0s - loss: 0.2751 - auc: 0.9382 - val_loss: 0.2771 - val_auc: 0.9347 - 391ms/epoch - 3ms/step
Epoch 667/10000
124/124 - 0s - loss: 0.2749 - auc: 0.9381 - val_loss: 0.2767 - val_auc: 0.9348 - 384ms/epoch - 3ms/step
Epoch 668/10000
124/124 - 0s - loss: 0.2750 - auc: 0.9383 - val_loss: 0.2768 - val_auc: 0.9347 - 332ms/epoch - 3ms/step
Epoch 669/10000
124/124 - 0s - loss: 0.2750 - auc: 0.9382 - val_loss: 0.2765 - val_auc: 0.9345 - 380ms/epoch - 3ms/step
Epoch 670/10000
124/124 - 0s - loss: 0.2747 - auc: 0.9384 - val_loss: 0.2766 - val_auc: 0.9348 - 335ms/epoch - 3ms/step
Epoch 671/10000
124/124 - 0s - loss: 0.2747 - auc: 0.9381 - val_loss: 0.2764 - val_auc: 0.9348 - 374ms/epoch - 3ms/step
Epoch 672/10000
124/124 - 0s - loss: 0.2747 - auc: 0.9383 - val_loss: 0.2765 - val_auc: 0.9349 - 390ms/epoch - 3ms/step
Epoch 673/10000
124/124 - 0s - loss: 0.2746 - auc: 0.9383 - val_loss: 0.2765 - val_auc: 0.9348 - 380ms/epoch - 3ms/step
Epoch 674/10000
124/124 - 0s - loss: 0.2744 - auc: 0.9384 - val_loss: 0.2763 - val_auc: 0.9347 - 328ms/epoch - 3ms/step
Epoch 675/10000
124/124 - 0s - loss: 0.2744 - auc: 0.9384 - val_loss: 0.2764 - val_auc: 0.9349 - 389ms/epoch - 3ms/step
Epoch 676/10000
124/124 - 0s - loss: 0.2744 - auc: 0.9384 - val_loss: 0.2764 - val_auc: 0.9350 - 395ms/epoch - 3ms/step
Epoch 677/10000
124/124 - 0s - loss: 0.2743 - auc: 0.9383 - val_loss: 0.2762 - val_auc: 0.9349 - 389ms/epoch - 3ms/step
Epoch 678/10000
124/124 - 0s - loss: 0.2744 - auc: 0.9383 - val_loss: 0.2761 - val_auc: 0.9351 - 392ms/epoch - 3ms/step
Epoch 679/10000
124/124 - 0s - loss: 0.2743 - auc: 0.9384 - val_loss: 0.2762 - val_auc: 0.9350 - 386ms/epoch - 3ms/step
Epoch 680/10000
124/124 - 0s - loss: 0.2742 - auc: 0.9384 - val_loss: 0.2762 - val_auc: 0.9352 - 347ms/epoch - 3ms/step
Epoch 681/10000
124/124 - 0s - loss: 0.2740 - auc: 0.9385 - val_loss: 0.2760 - val_auc: 0.9351 - 402ms/epoch - 3ms/step
Epoch 682/10000
124/124 - 0s - loss: 0.2741 - auc: 0.9384 - val_loss: 0.2758 - val_auc: 0.9348 - 378ms/epoch - 3ms/step
Epoch 683/10000
124/124 - 0s - loss: 0.2740 - auc: 0.9386 - val_loss: 0.2757 - val_auc: 0.9351 - 379ms/epoch - 3ms/step
Epoch 684/10000
124/124 - 0s - loss: 0.2738 - auc: 0.9387 - val_loss: 0.2759 - val_auc: 0.9351 - 339ms/epoch - 3ms/step
Epoch 685/10000
124/124 - 0s - loss: 0.2738 - auc: 0.9384 - val_loss: 0.2757 - val_auc: 0.9350 - 384ms/epoch - 3ms/step
Epoch 686/10000
124/124 - 0s - loss: 0.2737 - auc: 0.9387 - val_loss: 0.2759 - val_auc: 0.9351 - 366ms/epoch - 3ms/step
Epoch 687/10000
124/124 - 0s - loss: 0.2737 - auc: 0.9387 - val_loss: 0.2758 - val_auc: 0.9352 - 328ms/epoch - 3ms/step
Epoch 688/10000
124/124 - 0s - loss: 0.2736 - auc: 0.9387 - val_loss: 0.2756 - val_auc: 0.9350 - 364ms/epoch - 3ms/step
Epoch 689/10000
124/124 - 0s - loss: 0.2737 - auc: 0.9388 - val_loss: 0.2755 - val_auc: 0.9351 - 316ms/epoch - 3ms/step
Epoch 690/10000
124/124 - 0s - loss: 0.2735 - auc: 0.9388 - val_loss: 0.2756 - val_auc: 0.9354 - 321ms/epoch - 3ms/step
Epoch 691/10000
124/124 - 0s - loss: 0.2735 - auc: 0.9387 - val_loss: 0.2754 - val_auc: 0.9352 - 363ms/epoch - 3ms/step
Epoch 692/10000
124/124 - 0s - loss: 0.2734 - auc: 0.9388 - val_loss: 0.2753 - val_auc: 0.9353 - 319ms/epoch - 3ms/step
Epoch 693/10000
124/124 - 0s - loss: 0.2733 - auc: 0.9388 - val_loss: 0.2753 - val_auc: 0.9353 - 319ms/epoch - 3ms/step
Epoch 694/10000
124/124 - 0s - loss: 0.2733 - auc: 0.9387 - val_loss: 0.2753 - val_auc: 0.9352 - 357ms/epoch - 3ms/step
Epoch 695/10000
124/124 - 0s - loss: 0.2731 - auc: 0.9390 - val_loss: 0.2751 - val_auc: 0.9353 - 316ms/epoch - 3ms/step
Epoch 696/10000
124/124 - 0s - loss: 0.2731 - auc: 0.9389 - val_loss: 0.2751 - val_auc: 0.9353 - 315ms/epoch - 3ms/step
Epoch 697/10000
124/124 - 0s - loss: 0.2731 - auc: 0.9392 - val_loss: 0.2754 - val_auc: 0.9355 - 359ms/epoch - 3ms/step
Epoch 698/10000
124/124 - 0s - loss: 0.2730 - auc: 0.9390 - val_loss: 0.2750 - val_auc: 0.9356 - 320ms/epoch - 3ms/step
Epoch 699/10000
124/124 - 0s - loss: 0.2729 - auc: 0.9391 - val_loss: 0.2750 - val_auc: 0.9356 - 372ms/epoch - 3ms/step
Epoch 700/10000
124/124 - 0s - loss: 0.2729 - auc: 0.9390 - val_loss: 0.2750 - val_auc: 0.9357 - 322ms/epoch - 3ms/step
Epoch 701/10000
124/124 - 0s - loss: 0.2728 - auc: 0.9392 - val_loss: 0.2748 - val_auc: 0.9356 - 366ms/epoch - 3ms/step
Epoch 702/10000
124/124 - 0s - loss: 0.2727 - auc: 0.9390 - val_loss: 0.2747 - val_auc: 0.9356 - 326ms/epoch - 3ms/step
Epoch 703/10000
124/124 - 0s - loss: 0.2726 - auc: 0.9392 - val_loss: 0.2747 - val_auc: 0.9356 - 322ms/epoch - 3ms/step
Epoch 704/10000
124/124 - 0s - loss: 0.2726 - auc: 0.9391 - val_loss: 0.2748 - val_auc: 0.9358 - 355ms/epoch - 3ms/step
Epoch 705/10000
124/124 - 0s - loss: 0.2725 - auc: 0.9390 - val_loss: 0.2745 - val_auc: 0.9356 - 310ms/epoch - 2ms/step
Epoch 706/10000
124/124 - 0s - loss: 0.2725 - auc: 0.9393 - val_loss: 0.2746 - val_auc: 0.9358 - 326ms/epoch - 3ms/step
Epoch 707/10000
124/124 - 0s - loss: 0.2725 - auc: 0.9392 - val_loss: 0.2745 - val_auc: 0.9357 - 356ms/epoch - 3ms/step
Epoch 708/10000
124/124 - 0s - loss: 0.2724 - auc: 0.9392 - val_loss: 0.2744 - val_auc: 0.9358 - 313ms/epoch - 3ms/step
Epoch 709/10000
124/124 - 0s - loss: 0.2723 - auc: 0.9393 - val_loss: 0.2745 - val_auc: 0.9360 - 318ms/epoch - 3ms/step
Epoch 710/10000
124/124 - 0s - loss: 0.2723 - auc: 0.9393 - val_loss: 0.2742 - val_auc: 0.9360 - 369ms/epoch - 3ms/step
Epoch 711/10000
124/124 - 0s - loss: 0.2722 - auc: 0.9392 - val_loss: 0.2743 - val_auc: 0.9359 - 318ms/epoch - 3ms/step
Epoch 712/10000
124/124 - 0s - loss: 0.2721 - auc: 0.9392 - val_loss: 0.2743 - val_auc: 0.9357 - 373ms/epoch - 3ms/step
Epoch 713/10000
124/124 - 0s - loss: 0.2721 - auc: 0.9393 - val_loss: 0.2742 - val_auc: 0.9359 - 321ms/epoch - 3ms/step
Epoch 714/10000
124/124 - 0s - loss: 0.2721 - auc: 0.9392 - val_loss: 0.2742 - val_auc: 0.9360 - 382ms/epoch - 3ms/step
Epoch 715/10000
124/124 - 0s - loss: 0.2720 - auc: 0.9394 - val_loss: 0.2742 - val_auc: 0.9361 - 323ms/epoch - 3ms/step
Epoch 716/10000
124/124 - 0s - loss: 0.2718 - auc: 0.9395 - val_loss: 0.2739 - val_auc: 0.9363 - 363ms/epoch - 3ms/step
Epoch 717/10000
124/124 - 0s - loss: 0.2718 - auc: 0.9395 - val_loss: 0.2739 - val_auc: 0.9360 - 326ms/epoch - 3ms/step
Epoch 718/10000
124/124 - 0s - loss: 0.2719 - auc: 0.9394 - val_loss: 0.2738 - val_auc: 0.9362 - 367ms/epoch - 3ms/step
Epoch 719/10000
124/124 - 0s - loss: 0.2718 - auc: 0.9396 - val_loss: 0.2738 - val_auc: 0.9362 - 326ms/epoch - 3ms/step
Epoch 720/10000
124/124 - 0s - loss: 0.2716 - auc: 0.9397 - val_loss: 0.2738 - val_auc: 0.9363 - 381ms/epoch - 3ms/step
Epoch 721/10000
124/124 - 0s - loss: 0.2716 - auc: 0.9396 - val_loss: 0.2738 - val_auc: 0.9362 - 323ms/epoch - 3ms/step
Epoch 722/10000
124/124 - 0s - loss: 0.2717 - auc: 0.9396 - val_loss: 0.2736 - val_auc: 0.9364 - 366ms/epoch - 3ms/step
Epoch 723/10000
124/124 - 0s - loss: 0.2715 - auc: 0.9396 - val_loss: 0.2737 - val_auc: 0.9363 - 342ms/epoch - 3ms/step
Epoch 724/10000
124/124 - 0s - loss: 0.2714 - auc: 0.9397 - val_loss: 0.2738 - val_auc: 0.9364 - 385ms/epoch - 3ms/step
Epoch 725/10000
124/124 - 0s - loss: 0.2715 - auc: 0.9398 - val_loss: 0.2736 - val_auc: 0.9363 - 384ms/epoch - 3ms/step
Epoch 726/10000
124/124 - 0s - loss: 0.2713 - auc: 0.9397 - val_loss: 0.2738 - val_auc: 0.9367 - 373ms/epoch - 3ms/step
Epoch 727/10000
124/124 - 0s - loss: 0.2713 - auc: 0.9396 - val_loss: 0.2735 - val_auc: 0.9364 - 325ms/epoch - 3ms/step
Epoch 728/10000
124/124 - 0s - loss: 0.2713 - auc: 0.9398 - val_loss: 0.2735 - val_auc: 0.9365 - 378ms/epoch - 3ms/step
Epoch 729/10000
124/124 - 0s - loss: 0.2711 - auc: 0.9397 - val_loss: 0.2733 - val_auc: 0.9364 - 332ms/epoch - 3ms/step
Epoch 730/10000
124/124 - 0s - loss: 0.2711 - auc: 0.9398 - val_loss: 0.2735 - val_auc: 0.9363 - 366ms/epoch - 3ms/step
Epoch 731/10000
124/124 - 0s - loss: 0.2710 - auc: 0.9399 - val_loss: 0.2732 - val_auc: 0.9366 - 323ms/epoch - 3ms/step
Epoch 732/10000
124/124 - 0s - loss: 0.2710 - auc: 0.9398 - val_loss: 0.2732 - val_auc: 0.9365 - 368ms/epoch - 3ms/step
Epoch 733/10000
124/124 - 0s - loss: 0.2711 - auc: 0.9397 - val_loss: 0.2731 - val_auc: 0.9367 - 319ms/epoch - 3ms/step
Epoch 734/10000
124/124 - 0s - loss: 0.2709 - auc: 0.9400 - val_loss: 0.2732 - val_auc: 0.9365 - 323ms/epoch - 3ms/step
Epoch 735/10000
124/124 - 0s - loss: 0.2707 - auc: 0.9400 - val_loss: 0.2734 - val_auc: 0.9368 - 357ms/epoch - 3ms/step
Epoch 736/10000
124/124 - 0s - loss: 0.2708 - auc: 0.9399 - val_loss: 0.2731 - val_auc: 0.9366 - 356ms/epoch - 3ms/step
Epoch 737/10000
124/124 - 1s - loss: 0.2707 - auc: 0.9400 - val_loss: 0.2731 - val_auc: 0.9366 - 509ms/epoch - 4ms/step
Epoch 738/10000
124/124 - 0s - loss: 0.2706 - auc: 0.9400 - val_loss: 0.2730 - val_auc: 0.9367 - 476ms/epoch - 4ms/step
Epoch 739/10000
124/124 - 0s - loss: 0.2706 - auc: 0.9402 - val_loss: 0.2729 - val_auc: 0.9368 - 333ms/epoch - 3ms/step
Epoch 740/10000
124/124 - 0s - loss: 0.2705 - auc: 0.9401 - val_loss: 0.2728 - val_auc: 0.9368 - 378ms/epoch - 3ms/step
Epoch 741/10000
124/124 - 0s - loss: 0.2705 - auc: 0.9402 - val_loss: 0.2729 - val_auc: 0.9368 - 385ms/epoch - 3ms/step
Epoch 742/10000
124/124 - 0s - loss: 0.2704 - auc: 0.9402 - val_loss: 0.2726 - val_auc: 0.9369 - 388ms/epoch - 3ms/step
Epoch 743/10000
124/124 - 0s - loss: 0.2704 - auc: 0.9401 - val_loss: 0.2725 - val_auc: 0.9368 - 329ms/epoch - 3ms/step
Epoch 744/10000
124/124 - 0s - loss: 0.2703 - auc: 0.9403 - val_loss: 0.2728 - val_auc: 0.9367 - 374ms/epoch - 3ms/step
Epoch 745/10000
124/124 - 0s - loss: 0.2703 - auc: 0.9401 - val_loss: 0.2726 - val_auc: 0.9369 - 324ms/epoch - 3ms/step
Epoch 746/10000
124/124 - 0s - loss: 0.2702 - auc: 0.9403 - val_loss: 0.2726 - val_auc: 0.9370 - 364ms/epoch - 3ms/step
Epoch 747/10000
124/124 - 0s - loss: 0.2701 - auc: 0.9404 - val_loss: 0.2726 - val_auc: 0.9369 - 320ms/epoch - 3ms/step
Epoch 748/10000
124/124 - 0s - loss: 0.2701 - auc: 0.9400 - val_loss: 0.2724 - val_auc: 0.9370 - 332ms/epoch - 3ms/step
Epoch 749/10000
124/124 - 0s - loss: 0.2701 - auc: 0.9402 - val_loss: 0.2725 - val_auc: 0.9370 - 320ms/epoch - 3ms/step
Epoch 750/10000
124/124 - 0s - loss: 0.2699 - auc: 0.9405 - val_loss: 0.2723 - val_auc: 0.9371 - 329ms/epoch - 3ms/step
Epoch 751/10000
124/124 - 0s - loss: 0.2700 - auc: 0.9404 - val_loss: 0.2723 - val_auc: 0.9371 - 362ms/epoch - 3ms/step
Epoch 752/10000
124/124 - 0s - loss: 0.2698 - auc: 0.9403 - val_loss: 0.2722 - val_auc: 0.9372 - 332ms/epoch - 3ms/step
Epoch 753/10000
124/124 - 0s - loss: 0.2698 - auc: 0.9403 - val_loss: 0.2722 - val_auc: 0.9372 - 368ms/epoch - 3ms/step
Epoch 754/10000
124/124 - 0s - loss: 0.2698 - auc: 0.9404 - val_loss: 0.2723 - val_auc: 0.9371 - 376ms/epoch - 3ms/step
Epoch 755/10000
124/124 - 0s - loss: 0.2696 - auc: 0.9404 - val_loss: 0.2720 - val_auc: 0.9373 - 336ms/epoch - 3ms/step
Epoch 756/10000
124/124 - 0s - loss: 0.2697 - auc: 0.9406 - val_loss: 0.2723 - val_auc: 0.9371 - 392ms/epoch - 3ms/step
Epoch 757/10000
124/124 - 0s - loss: 0.2696 - auc: 0.9403 - val_loss: 0.2719 - val_auc: 0.9374 - 389ms/epoch - 3ms/step
Epoch 758/10000
124/124 - 0s - loss: 0.2695 - auc: 0.9406 - val_loss: 0.2719 - val_auc: 0.9375 - 382ms/epoch - 3ms/step
Epoch 759/10000
124/124 - 0s - loss: 0.2695 - auc: 0.9407 - val_loss: 0.2719 - val_auc: 0.9373 - 342ms/epoch - 3ms/step
Epoch 760/10000
124/124 - 0s - loss: 0.2694 - auc: 0.9406 - val_loss: 0.2718 - val_auc: 0.9375 - 377ms/epoch - 3ms/step
Epoch 761/10000
124/124 - 0s - loss: 0.2694 - auc: 0.9405 - val_loss: 0.2720 - val_auc: 0.9374 - 388ms/epoch - 3ms/step
Epoch 762/10000
124/124 - 0s - loss: 0.2693 - auc: 0.9407 - val_loss: 0.2719 - val_auc: 0.9373 - 392ms/epoch - 3ms/step
Epoch 763/10000
124/124 - 0s - loss: 0.2693 - auc: 0.9405 - val_loss: 0.2717 - val_auc: 0.9375 - 389ms/epoch - 3ms/step
Epoch 764/10000
124/124 - 0s - loss: 0.2692 - auc: 0.9407 - val_loss: 0.2715 - val_auc: 0.9374 - 388ms/epoch - 3ms/step
Epoch 765/10000
124/124 - 0s - loss: 0.2691 - auc: 0.9409 - val_loss: 0.2717 - val_auc: 0.9374 - 347ms/epoch - 3ms/step
Epoch 766/10000
124/124 - 0s - loss: 0.2690 - auc: 0.9408 - val_loss: 0.2715 - val_auc: 0.9376 - 371ms/epoch - 3ms/step
Epoch 767/10000
124/124 - 0s - loss: 0.2689 - auc: 0.9409 - val_loss: 0.2718 - val_auc: 0.9376 - 378ms/epoch - 3ms/step
Epoch 768/10000
124/124 - 0s - loss: 0.2691 - auc: 0.9407 - val_loss: 0.2714 - val_auc: 0.9375 - 335ms/epoch - 3ms/step
Epoch 769/10000
124/124 - 0s - loss: 0.2690 - auc: 0.9408 - val_loss: 0.2716 - val_auc: 0.9375 - 388ms/epoch - 3ms/step
Epoch 770/10000
124/124 - 0s - loss: 0.2688 - auc: 0.9410 - val_loss: 0.2713 - val_auc: 0.9378 - 388ms/epoch - 3ms/step
Epoch 771/10000
124/124 - 0s - loss: 0.2688 - auc: 0.9409 - val_loss: 0.2713 - val_auc: 0.9377 - 384ms/epoch - 3ms/step
Epoch 772/10000
124/124 - 0s - loss: 0.2688 - auc: 0.9409 - val_loss: 0.2713 - val_auc: 0.9377 - 391ms/epoch - 3ms/step
Epoch 773/10000
124/124 - 0s - loss: 0.2688 - auc: 0.9412 - val_loss: 0.2711 - val_auc: 0.9378 - 334ms/epoch - 3ms/step
Epoch 774/10000
124/124 - 0s - loss: 0.2686 - auc: 0.9410 - val_loss: 0.2711 - val_auc: 0.9378 - 372ms/epoch - 3ms/step
Epoch 775/10000
124/124 - 0s - loss: 0.2686 - auc: 0.9412 - val_loss: 0.2712 - val_auc: 0.9377 - 330ms/epoch - 3ms/step
Epoch 776/10000
124/124 - 0s - loss: 0.2686 - auc: 0.9409 - val_loss: 0.2710 - val_auc: 0.9377 - 368ms/epoch - 3ms/step
Epoch 777/10000
124/124 - 0s - loss: 0.2685 - auc: 0.9409 - val_loss: 0.2710 - val_auc: 0.9378 - 334ms/epoch - 3ms/step
Epoch 778/10000
124/124 - 0s - loss: 0.2684 - auc: 0.9411 - val_loss: 0.2710 - val_auc: 0.9379 - 377ms/epoch - 3ms/step
Epoch 779/10000
124/124 - 0s - loss: 0.2684 - auc: 0.9410 - val_loss: 0.2709 - val_auc: 0.9379 - 379ms/epoch - 3ms/step
Epoch 780/10000
124/124 - 0s - loss: 0.2683 - auc: 0.9412 - val_loss: 0.2709 - val_auc: 0.9378 - 337ms/epoch - 3ms/step
Epoch 781/10000
124/124 - 0s - loss: 0.2683 - auc: 0.9410 - val_loss: 0.2709 - val_auc: 0.9378 - 362ms/epoch - 3ms/step
Epoch 782/10000
124/124 - 0s - loss: 0.2682 - auc: 0.9411 - val_loss: 0.2708 - val_auc: 0.9379 - 383ms/epoch - 3ms/step
Epoch 783/10000
124/124 - 0s - loss: 0.2681 - auc: 0.9411 - val_loss: 0.2710 - val_auc: 0.9379 - 339ms/epoch - 3ms/step
Epoch 784/10000
124/124 - 0s - loss: 0.2682 - auc: 0.9411 - val_loss: 0.2708 - val_auc: 0.9378 - 379ms/epoch - 3ms/step
Epoch 785/10000
124/124 - 0s - loss: 0.2680 - auc: 0.9412 - val_loss: 0.2706 - val_auc: 0.9380 - 382ms/epoch - 3ms/step
Epoch 786/10000
124/124 - 0s - loss: 0.2681 - auc: 0.9412 - val_loss: 0.2707 - val_auc: 0.9379 - 332ms/epoch - 3ms/step
Epoch 787/10000
124/124 - 0s - loss: 0.2679 - auc: 0.9413 - val_loss: 0.2706 - val_auc: 0.9380 - 377ms/epoch - 3ms/step
Epoch 788/10000
124/124 - 0s - loss: 0.2678 - auc: 0.9413 - val_loss: 0.2706 - val_auc: 0.9381 - 384ms/epoch - 3ms/step
Epoch 789/10000
124/124 - 0s - loss: 0.2680 - auc: 0.9411 - val_loss: 0.2708 - val_auc: 0.9379 - 342ms/epoch - 3ms/step
Epoch 790/10000
124/124 - 0s - loss: 0.2678 - auc: 0.9413 - val_loss: 0.2704 - val_auc: 0.9381 - 374ms/epoch - 3ms/step
Epoch 791/10000
124/124 - 0s - loss: 0.2677 - auc: 0.9414 - val_loss: 0.2704 - val_auc: 0.9381 - 386ms/epoch - 3ms/step
Epoch 792/10000
124/124 - 0s - loss: 0.2676 - auc: 0.9414 - val_loss: 0.2705 - val_auc: 0.9381 - 394ms/epoch - 3ms/step
Epoch 793/10000
124/124 - 0s - loss: 0.2676 - auc: 0.9414 - val_loss: 0.2702 - val_auc: 0.9382 - 380ms/epoch - 3ms/step
Epoch 794/10000
124/124 - 0s - loss: 0.2676 - auc: 0.9413 - val_loss: 0.2703 - val_auc: 0.9382 - 335ms/epoch - 3ms/step
Epoch 795/10000
124/124 - 0s - loss: 0.2676 - auc: 0.9414 - val_loss: 0.2701 - val_auc: 0.9382 - 388ms/epoch - 3ms/step
Epoch 796/10000
124/124 - 0s - loss: 0.2674 - auc: 0.9416 - val_loss: 0.2702 - val_auc: 0.9383 - 417ms/epoch - 3ms/step
Epoch 797/10000
124/124 - 0s - loss: 0.2674 - auc: 0.9415 - val_loss: 0.2701 - val_auc: 0.9384 - 395ms/epoch - 3ms/step
Epoch 798/10000
124/124 - 0s - loss: 0.2674 - auc: 0.9415 - val_loss: 0.2701 - val_auc: 0.9384 - 388ms/epoch - 3ms/step
Epoch 799/10000
124/124 - 0s - loss: 0.2674 - auc: 0.9415 - val_loss: 0.2700 - val_auc: 0.9384 - 385ms/epoch - 3ms/step
Epoch 800/10000
124/124 - 0s - loss: 0.2674 - auc: 0.9415 - val_loss: 0.2699 - val_auc: 0.9384 - 385ms/epoch - 3ms/step
Epoch 801/10000
124/124 - 0s - loss: 0.2672 - auc: 0.9417 - val_loss: 0.2701 - val_auc: 0.9383 - 341ms/epoch - 3ms/step
Epoch 802/10000
124/124 - 0s - loss: 0.2671 - auc: 0.9417 - val_loss: 0.2700 - val_auc: 0.9383 - 372ms/epoch - 3ms/step
Epoch 803/10000
124/124 - 0s - loss: 0.2671 - auc: 0.9417 - val_loss: 0.2698 - val_auc: 0.9385 - 375ms/epoch - 3ms/step
Epoch 804/10000
124/124 - 0s - loss: 0.2671 - auc: 0.9415 - val_loss: 0.2699 - val_auc: 0.9385 - 328ms/epoch - 3ms/step
Epoch 805/10000
124/124 - 0s - loss: 0.2670 - auc: 0.9416 - val_loss: 0.2697 - val_auc: 0.9384 - 384ms/epoch - 3ms/step
Epoch 806/10000
124/124 - 0s - loss: 0.2669 - auc: 0.9416 - val_loss: 0.2697 - val_auc: 0.9385 - 384ms/epoch - 3ms/step
Epoch 807/10000
124/124 - 0s - loss: 0.2668 - auc: 0.9417 - val_loss: 0.2697 - val_auc: 0.9385 - 329ms/epoch - 3ms/step
Epoch 808/10000
124/124 - 0s - loss: 0.2668 - auc: 0.9419 - val_loss: 0.2696 - val_auc: 0.9386 - 373ms/epoch - 3ms/step
Epoch 809/10000
124/124 - 0s - loss: 0.2668 - auc: 0.9418 - val_loss: 0.2695 - val_auc: 0.9387 - 326ms/epoch - 3ms/step
Epoch 810/10000
124/124 - 0s - loss: 0.2667 - auc: 0.9417 - val_loss: 0.2697 - val_auc: 0.9385 - 370ms/epoch - 3ms/step
Epoch 811/10000
124/124 - 0s - loss: 0.2667 - auc: 0.9417 - val_loss: 0.2695 - val_auc: 0.9386 - 334ms/epoch - 3ms/step
Epoch 812/10000
124/124 - 0s - loss: 0.2666 - auc: 0.9418 - val_loss: 0.2695 - val_auc: 0.9387 - 368ms/epoch - 3ms/step
Epoch 813/10000
124/124 - 0s - loss: 0.2667 - auc: 0.9416 - val_loss: 0.2694 - val_auc: 0.9388 - 328ms/epoch - 3ms/step
Epoch 814/10000
124/124 - 0s - loss: 0.2665 - auc: 0.9420 - val_loss: 0.2695 - val_auc: 0.9388 - 360ms/epoch - 3ms/step
Epoch 815/10000
124/124 - 0s - loss: 0.2665 - auc: 0.9418 - val_loss: 0.2696 - val_auc: 0.9385 - 319ms/epoch - 3ms/step
Epoch 816/10000
124/124 - 0s - loss: 0.2665 - auc: 0.9420 - val_loss: 0.2694 - val_auc: 0.9387 - 371ms/epoch - 3ms/step
Epoch 817/10000
124/124 - 0s - loss: 0.2664 - auc: 0.9420 - val_loss: 0.2692 - val_auc: 0.9389 - 320ms/epoch - 3ms/step
Epoch 818/10000
124/124 - 0s - loss: 0.2663 - auc: 0.9420 - val_loss: 0.2691 - val_auc: 0.9387 - 375ms/epoch - 3ms/step
Epoch 819/10000
124/124 - 0s - loss: 0.2662 - auc: 0.9420 - val_loss: 0.2691 - val_auc: 0.9389 - 326ms/epoch - 3ms/step
Epoch 820/10000
124/124 - 0s - loss: 0.2662 - auc: 0.9419 - val_loss: 0.2692 - val_auc: 0.9388 - 380ms/epoch - 3ms/step
Epoch 821/10000
124/124 - 0s - loss: 0.2661 - auc: 0.9420 - val_loss: 0.2690 - val_auc: 0.9388 - 335ms/epoch - 3ms/step
Epoch 822/10000
124/124 - 0s - loss: 0.2661 - auc: 0.9421 - val_loss: 0.2692 - val_auc: 0.9387 - 364ms/epoch - 3ms/step
Epoch 823/10000
124/124 - 0s - loss: 0.2661 - auc: 0.9422 - val_loss: 0.2691 - val_auc: 0.9390 - 383ms/epoch - 3ms/step
Epoch 824/10000
124/124 - 0s - loss: 0.2661 - auc: 0.9421 - val_loss: 0.2692 - val_auc: 0.9388 - 344ms/epoch - 3ms/step
Epoch 825/10000
124/124 - 0s - loss: 0.2660 - auc: 0.9422 - val_loss: 0.2689 - val_auc: 0.9389 - 382ms/epoch - 3ms/step
Epoch 826/10000
124/124 - 0s - loss: 0.2660 - auc: 0.9420 - val_loss: 0.2689 - val_auc: 0.9388 - 375ms/epoch - 3ms/step
Epoch 827/10000
124/124 - 0s - loss: 0.2660 - auc: 0.9420 - val_loss: 0.2687 - val_auc: 0.9388 - 382ms/epoch - 3ms/step
Epoch 828/10000
124/124 - 0s - loss: 0.2658 - auc: 0.9423 - val_loss: 0.2687 - val_auc: 0.9392 - 330ms/epoch - 3ms/step
Epoch 829/10000
124/124 - 0s - loss: 0.2658 - auc: 0.9421 - val_loss: 0.2686 - val_auc: 0.9391 - 382ms/epoch - 3ms/step
Epoch 830/10000
124/124 - 0s - loss: 0.2657 - auc: 0.9422 - val_loss: 0.2687 - val_auc: 0.9391 - 331ms/epoch - 3ms/step
Epoch 831/10000
124/124 - 0s - loss: 0.2656 - auc: 0.9422 - val_loss: 0.2685 - val_auc: 0.9390 - 361ms/epoch - 3ms/step
Epoch 832/10000
124/124 - 0s - loss: 0.2657 - auc: 0.9422 - val_loss: 0.2686 - val_auc: 0.9391 - 322ms/epoch - 3ms/step
Epoch 833/10000
124/124 - 0s - loss: 0.2655 - auc: 0.9424 - val_loss: 0.2685 - val_auc: 0.9392 - 366ms/epoch - 3ms/step
Epoch 834/10000
124/124 - 0s - loss: 0.2655 - auc: 0.9423 - val_loss: 0.2683 - val_auc: 0.9391 - 320ms/epoch - 3ms/step
Epoch 835/10000
124/124 - 0s - loss: 0.2655 - auc: 0.9425 - val_loss: 0.2687 - val_auc: 0.9391 - 367ms/epoch - 3ms/step
Epoch 836/10000
124/124 - 0s - loss: 0.2656 - auc: 0.9422 - val_loss: 0.2686 - val_auc: 0.9391 - 322ms/epoch - 3ms/step
Epoch 837/10000
124/124 - 0s - loss: 0.2655 - auc: 0.9423 - val_loss: 0.2682 - val_auc: 0.9392 - 333ms/epoch - 3ms/step
Epoch 838/10000
124/124 - 0s - loss: 0.2653 - auc: 0.9425 - val_loss: 0.2684 - val_auc: 0.9393 - 375ms/epoch - 3ms/step
Epoch 839/10000
124/124 - 0s - loss: 0.2653 - auc: 0.9425 - val_loss: 0.2682 - val_auc: 0.9392 - 372ms/epoch - 3ms/step
Epoch 840/10000
124/124 - 0s - loss: 0.2652 - auc: 0.9424 - val_loss: 0.2681 - val_auc: 0.9393 - 329ms/epoch - 3ms/step
Epoch 841/10000
124/124 - 0s - loss: 0.2653 - auc: 0.9423 - val_loss: 0.2681 - val_auc: 0.9393 - 383ms/epoch - 3ms/step
Epoch 842/10000
124/124 - 0s - loss: 0.2651 - auc: 0.9425 - val_loss: 0.2682 - val_auc: 0.9394 - 387ms/epoch - 3ms/step
Epoch 843/10000
124/124 - 0s - loss: 0.2651 - auc: 0.9426 - val_loss: 0.2682 - val_auc: 0.9395 - 334ms/epoch - 3ms/step
Epoch 844/10000
124/124 - 0s - loss: 0.2651 - auc: 0.9425 - val_loss: 0.2680 - val_auc: 0.9394 - 378ms/epoch - 3ms/step
Epoch 845/10000
124/124 - 0s - loss: 0.2650 - auc: 0.9424 - val_loss: 0.2681 - val_auc: 0.9395 - 378ms/epoch - 3ms/step
Epoch 846/10000
124/124 - 0s - loss: 0.2648 - auc: 0.9426 - val_loss: 0.2680 - val_auc: 0.9396 - 386ms/epoch - 3ms/step
Epoch 847/10000
124/124 - 0s - loss: 0.2649 - auc: 0.9425 - val_loss: 0.2678 - val_auc: 0.9396 - 362ms/epoch - 3ms/step
Epoch 848/10000
124/124 - 0s - loss: 0.2649 - auc: 0.9427 - val_loss: 0.2679 - val_auc: 0.9395 - 358ms/epoch - 3ms/step
Epoch 849/10000
124/124 - 0s - loss: 0.2648 - auc: 0.9426 - val_loss: 0.2680 - val_auc: 0.9395 - 375ms/epoch - 3ms/step
Epoch 850/10000
124/124 - 0s - loss: 0.2648 - auc: 0.9426 - val_loss: 0.2678 - val_auc: 0.9397 - 321ms/epoch - 3ms/step
Epoch 851/10000
124/124 - 0s - loss: 0.2647 - auc: 0.9428 - val_loss: 0.2677 - val_auc: 0.9397 - 387ms/epoch - 3ms/step
Epoch 852/10000
124/124 - 0s - loss: 0.2646 - auc: 0.9427 - val_loss: 0.2679 - val_auc: 0.9396 - 333ms/epoch - 3ms/step
Epoch 853/10000
124/124 - 0s - loss: 0.2646 - auc: 0.9427 - val_loss: 0.2677 - val_auc: 0.9398 - 371ms/epoch - 3ms/step
Epoch 854/10000
124/124 - 0s - loss: 0.2645 - auc: 0.9428 - val_loss: 0.2678 - val_auc: 0.9397 - 376ms/epoch - 3ms/step
Epoch 855/10000
124/124 - 0s - loss: 0.2645 - auc: 0.9428 - val_loss: 0.2677 - val_auc: 0.9398 - 323ms/epoch - 3ms/step
Epoch 856/10000
124/124 - 0s - loss: 0.2644 - auc: 0.9429 - val_loss: 0.2676 - val_auc: 0.9398 - 324ms/epoch - 3ms/step
Epoch 857/10000
124/124 - 0s - loss: 0.2644 - auc: 0.9430 - val_loss: 0.2675 - val_auc: 0.9398 - 328ms/epoch - 3ms/step
Epoch 858/10000
124/124 - 0s - loss: 0.2644 - auc: 0.9428 - val_loss: 0.2675 - val_auc: 0.9399 - 329ms/epoch - 3ms/step
Epoch 859/10000
124/124 - 0s - loss: 0.2644 - auc: 0.9427 - val_loss: 0.2674 - val_auc: 0.9397 - 366ms/epoch - 3ms/step
Epoch 860/10000
124/124 - 0s - loss: 0.2643 - auc: 0.9430 - val_loss: 0.2673 - val_auc: 0.9399 - 374ms/epoch - 3ms/step
Epoch 861/10000
124/124 - 0s - loss: 0.2642 - auc: 0.9429 - val_loss: 0.2674 - val_auc: 0.9398 - 324ms/epoch - 3ms/step
Epoch 862/10000
124/124 - 0s - loss: 0.2642 - auc: 0.9429 - val_loss: 0.2674 - val_auc: 0.9398 - 373ms/epoch - 3ms/step
Epoch 863/10000
124/124 - 0s - loss: 0.2641 - auc: 0.9429 - val_loss: 0.2673 - val_auc: 0.9398 - 326ms/epoch - 3ms/step
Epoch 864/10000
124/124 - 0s - loss: 0.2642 - auc: 0.9429 - val_loss: 0.2675 - val_auc: 0.9400 - 377ms/epoch - 3ms/step
Epoch 865/10000
124/124 - 0s - loss: 0.2642 - auc: 0.9431 - val_loss: 0.2672 - val_auc: 0.9400 - 333ms/epoch - 3ms/step
Epoch 866/10000
124/124 - 0s - loss: 0.2640 - auc: 0.9430 - val_loss: 0.2673 - val_auc: 0.9400 - 366ms/epoch - 3ms/step
Epoch 867/10000
124/124 - 0s - loss: 0.2639 - auc: 0.9430 - val_loss: 0.2672 - val_auc: 0.9399 - 336ms/epoch - 3ms/step
Epoch 868/10000
124/124 - 0s - loss: 0.2639 - auc: 0.9428 - val_loss: 0.2673 - val_auc: 0.9399 - 369ms/epoch - 3ms/step
Epoch 869/10000
124/124 - 0s - loss: 0.2639 - auc: 0.9430 - val_loss: 0.2671 - val_auc: 0.9401 - 381ms/epoch - 3ms/step
Epoch 870/10000
124/124 - 0s - loss: 0.2638 - auc: 0.9430 - val_loss: 0.2674 - val_auc: 0.9399 - 327ms/epoch - 3ms/step
Epoch 871/10000
124/124 - 0s - loss: 0.2638 - auc: 0.9431 - val_loss: 0.2670 - val_auc: 0.9402 - 385ms/epoch - 3ms/step
Epoch 872/10000
124/124 - 0s - loss: 0.2637 - auc: 0.9432 - val_loss: 0.2669 - val_auc: 0.9402 - 381ms/epoch - 3ms/step
Epoch 873/10000
124/124 - 0s - loss: 0.2637 - auc: 0.9432 - val_loss: 0.2668 - val_auc: 0.9402 - 337ms/epoch - 3ms/step
Epoch 874/10000
124/124 - 0s - loss: 0.2636 - auc: 0.9431 - val_loss: 0.2670 - val_auc: 0.9401 - 369ms/epoch - 3ms/step
Epoch 875/10000
124/124 - 0s - loss: 0.2636 - auc: 0.9431 - val_loss: 0.2668 - val_auc: 0.9401 - 379ms/epoch - 3ms/step
Epoch 876/10000
124/124 - 0s - loss: 0.2635 - auc: 0.9431 - val_loss: 0.2668 - val_auc: 0.9402 - 329ms/epoch - 3ms/step
Epoch 877/10000
124/124 - 0s - loss: 0.2635 - auc: 0.9432 - val_loss: 0.2668 - val_auc: 0.9401 - 376ms/epoch - 3ms/step
Epoch 878/10000
124/124 - 0s - loss: 0.2635 - auc: 0.9433 - val_loss: 0.2667 - val_auc: 0.9403 - 333ms/epoch - 3ms/step
Epoch 879/10000
124/124 - 0s - loss: 0.2634 - auc: 0.9432 - val_loss: 0.2667 - val_auc: 0.9402 - 381ms/epoch - 3ms/step
Epoch 880/10000
124/124 - 0s - loss: 0.2633 - auc: 0.9434 - val_loss: 0.2666 - val_auc: 0.9401 - 376ms/epoch - 3ms/step
Epoch 881/10000
124/124 - 0s - loss: 0.2633 - auc: 0.9432 - val_loss: 0.2665 - val_auc: 0.9403 - 324ms/epoch - 3ms/step
Epoch 882/10000
124/124 - 0s - loss: 0.2633 - auc: 0.9433 - val_loss: 0.2665 - val_auc: 0.9405 - 373ms/epoch - 3ms/step
Epoch 883/10000
124/124 - 0s - loss: 0.2633 - auc: 0.9433 - val_loss: 0.2665 - val_auc: 0.9404 - 341ms/epoch - 3ms/step
Epoch 884/10000
124/124 - 0s - loss: 0.2632 - auc: 0.9433 - val_loss: 0.2666 - val_auc: 0.9402 - 375ms/epoch - 3ms/step
Epoch 885/10000
124/124 - 0s - loss: 0.2632 - auc: 0.9433 - val_loss: 0.2664 - val_auc: 0.9406 - 381ms/epoch - 3ms/step
Epoch 886/10000
124/124 - 0s - loss: 0.2630 - auc: 0.9434 - val_loss: 0.2663 - val_auc: 0.9404 - 335ms/epoch - 3ms/step
Epoch 887/10000
124/124 - 0s - loss: 0.2632 - auc: 0.9432 - val_loss: 0.2663 - val_auc: 0.9406 - 368ms/epoch - 3ms/step
Epoch 888/10000
124/124 - 0s - loss: 0.2630 - auc: 0.9434 - val_loss: 0.2663 - val_auc: 0.9405 - 375ms/epoch - 3ms/step
Epoch 889/10000
124/124 - 0s - loss: 0.2630 - auc: 0.9435 - val_loss: 0.2663 - val_auc: 0.9404 - 332ms/epoch - 3ms/step
Epoch 890/10000
124/124 - 0s - loss: 0.2630 - auc: 0.9435 - val_loss: 0.2665 - val_auc: 0.9406 - 376ms/epoch - 3ms/step
Epoch 891/10000
124/124 - 0s - loss: 0.2629 - auc: 0.9434 - val_loss: 0.2661 - val_auc: 0.9407 - 331ms/epoch - 3ms/step
Epoch 892/10000
124/124 - 0s - loss: 0.2627 - auc: 0.9436 - val_loss: 0.2663 - val_auc: 0.9406 - 371ms/epoch - 3ms/step
Epoch 893/10000
124/124 - 0s - loss: 0.2627 - auc: 0.9436 - val_loss: 0.2661 - val_auc: 0.9405 - 380ms/epoch - 3ms/step
Epoch 894/10000
124/124 - 0s - loss: 0.2627 - auc: 0.9436 - val_loss: 0.2661 - val_auc: 0.9407 - 342ms/epoch - 3ms/step
Epoch 895/10000
124/124 - 0s - loss: 0.2626 - auc: 0.9436 - val_loss: 0.2661 - val_auc: 0.9405 - 376ms/epoch - 3ms/step
Epoch 896/10000
124/124 - 0s - loss: 0.2626 - auc: 0.9435 - val_loss: 0.2659 - val_auc: 0.9407 - 382ms/epoch - 3ms/step
Epoch 897/10000
124/124 - 0s - loss: 0.2625 - auc: 0.9436 - val_loss: 0.2658 - val_auc: 0.9407 - 323ms/epoch - 3ms/step
Epoch 898/10000
124/124 - 0s - loss: 0.2625 - auc: 0.9436 - val_loss: 0.2661 - val_auc: 0.9408 - 367ms/epoch - 3ms/step
Epoch 899/10000
124/124 - 0s - loss: 0.2624 - auc: 0.9440 - val_loss: 0.2658 - val_auc: 0.9406 - 327ms/epoch - 3ms/step
Epoch 900/10000
124/124 - 0s - loss: 0.2625 - auc: 0.9437 - val_loss: 0.2658 - val_auc: 0.9407 - 366ms/epoch - 3ms/step
Epoch 901/10000
124/124 - 0s - loss: 0.2625 - auc: 0.9435 - val_loss: 0.2656 - val_auc: 0.9406 - 318ms/epoch - 3ms/step
Epoch 902/10000
124/124 - 0s - loss: 0.2623 - auc: 0.9437 - val_loss: 0.2656 - val_auc: 0.9406 - 332ms/epoch - 3ms/step
Epoch 903/10000
124/124 - 0s - loss: 0.2623 - auc: 0.9439 - val_loss: 0.2657 - val_auc: 0.9408 - 377ms/epoch - 3ms/step
Epoch 904/10000
124/124 - 0s - loss: 0.2624 - auc: 0.9438 - val_loss: 0.2658 - val_auc: 0.9408 - 377ms/epoch - 3ms/step
Epoch 905/10000
124/124 - 0s - loss: 0.2622 - auc: 0.9436 - val_loss: 0.2657 - val_auc: 0.9407 - 343ms/epoch - 3ms/step
Epoch 906/10000
124/124 - 0s - loss: 0.2623 - auc: 0.9438 - val_loss: 0.2656 - val_auc: 0.9410 - 345ms/epoch - 3ms/step
Epoch 907/10000
124/124 - 0s - loss: 0.2621 - auc: 0.9441 - val_loss: 0.2655 - val_auc: 0.9410 - 417ms/epoch - 3ms/step
Epoch 908/10000
124/124 - 0s - loss: 0.2620 - auc: 0.9438 - val_loss: 0.2655 - val_auc: 0.9409 - 353ms/epoch - 3ms/step
Epoch 909/10000
124/124 - 0s - loss: 0.2621 - auc: 0.9438 - val_loss: 0.2657 - val_auc: 0.9409 - 376ms/epoch - 3ms/step
Epoch 910/10000
124/124 - 0s - loss: 0.2620 - auc: 0.9440 - val_loss: 0.2655 - val_auc: 0.9410 - 336ms/epoch - 3ms/step
Epoch 911/10000
124/124 - 0s - loss: 0.2619 - auc: 0.9438 - val_loss: 0.2656 - val_auc: 0.9409 - 390ms/epoch - 3ms/step
Epoch 912/10000
124/124 - 0s - loss: 0.2619 - auc: 0.9439 - val_loss: 0.2654 - val_auc: 0.9411 - 377ms/epoch - 3ms/step
Epoch 913/10000
124/124 - 0s - loss: 0.2619 - auc: 0.9441 - val_loss: 0.2653 - val_auc: 0.9410 - 388ms/epoch - 3ms/step
Epoch 914/10000
124/124 - 0s - loss: 0.2620 - auc: 0.9438 - val_loss: 0.2652 - val_auc: 0.9411 - 332ms/epoch - 3ms/step
Epoch 915/10000
124/124 - 0s - loss: 0.2617 - auc: 0.9440 - val_loss: 0.2651 - val_auc: 0.9411 - 390ms/epoch - 3ms/step
Epoch 916/10000
124/124 - 0s - loss: 0.2618 - auc: 0.9439 - val_loss: 0.2652 - val_auc: 0.9411 - 393ms/epoch - 3ms/step
Epoch 917/10000
124/124 - 0s - loss: 0.2618 - auc: 0.9439 - val_loss: 0.2651 - val_auc: 0.9411 - 389ms/epoch - 3ms/step
Epoch 918/10000
124/124 - 0s - loss: 0.2617 - auc: 0.9440 - val_loss: 0.2650 - val_auc: 0.9412 - 388ms/epoch - 3ms/step
Epoch 919/10000
124/124 - 0s - loss: 0.2616 - auc: 0.9442 - val_loss: 0.2651 - val_auc: 0.9412 - 343ms/epoch - 3ms/step
Epoch 920/10000
124/124 - 0s - loss: 0.2615 - auc: 0.9443 - val_loss: 0.2650 - val_auc: 0.9412 - 381ms/epoch - 3ms/step
Epoch 921/10000
124/124 - 0s - loss: 0.2615 - auc: 0.9439 - val_loss: 0.2649 - val_auc: 0.9412 - 390ms/epoch - 3ms/step
Epoch 922/10000
124/124 - 0s - loss: 0.2615 - auc: 0.9441 - val_loss: 0.2649 - val_auc: 0.9413 - 384ms/epoch - 3ms/step
Epoch 923/10000
124/124 - 0s - loss: 0.2615 - auc: 0.9440 - val_loss: 0.2648 - val_auc: 0.9414 - 391ms/epoch - 3ms/step
Epoch 924/10000
124/124 - 0s - loss: 0.2614 - auc: 0.9442 - val_loss: 0.2647 - val_auc: 0.9411 - 335ms/epoch - 3ms/step
Epoch 925/10000
124/124 - 0s - loss: 0.2614 - auc: 0.9442 - val_loss: 0.2650 - val_auc: 0.9413 - 418ms/epoch - 3ms/step
Epoch 926/10000
124/124 - 0s - loss: 0.2615 - auc: 0.9439 - val_loss: 0.2647 - val_auc: 0.9413 - 365ms/epoch - 3ms/step
Epoch 927/10000
124/124 - 0s - loss: 0.2613 - auc: 0.9441 - val_loss: 0.2648 - val_auc: 0.9413 - 382ms/epoch - 3ms/step
Epoch 928/10000
124/124 - 0s - loss: 0.2612 - auc: 0.9443 - val_loss: 0.2646 - val_auc: 0.9414 - 381ms/epoch - 3ms/step
Epoch 929/10000
124/124 - 0s - loss: 0.2611 - auc: 0.9442 - val_loss: 0.2647 - val_auc: 0.9413 - 329ms/epoch - 3ms/step
Epoch 930/10000
124/124 - 0s - loss: 0.2611 - auc: 0.9443 - val_loss: 0.2646 - val_auc: 0.9415 - 388ms/epoch - 3ms/step
Epoch 931/10000
124/124 - 0s - loss: 0.2611 - auc: 0.9443 - val_loss: 0.2645 - val_auc: 0.9414 - 377ms/epoch - 3ms/step
Epoch 932/10000
124/124 - 0s - loss: 0.2612 - auc: 0.9441 - val_loss: 0.2645 - val_auc: 0.9414 - 325ms/epoch - 3ms/step
Epoch 933/10000
124/124 - 0s - loss: 0.2611 - auc: 0.9443 - val_loss: 0.2648 - val_auc: 0.9416 - 387ms/epoch - 3ms/step
Epoch 934/10000
124/124 - 0s - loss: 0.2610 - auc: 0.9443 - val_loss: 0.2645 - val_auc: 0.9414 - 384ms/epoch - 3ms/step
Epoch 935/10000
124/124 - 0s - loss: 0.2609 - auc: 0.9444 - val_loss: 0.2644 - val_auc: 0.9415 - 342ms/epoch - 3ms/step
Epoch 936/10000
124/124 - 0s - loss: 0.2610 - auc: 0.9442 - val_loss: 0.2645 - val_auc: 0.9413 - 378ms/epoch - 3ms/step
Epoch 937/10000
124/124 - 0s - loss: 0.2608 - auc: 0.9444 - val_loss: 0.2644 - val_auc: 0.9415 - 386ms/epoch - 3ms/step
Epoch 938/10000
124/124 - 0s - loss: 0.2607 - auc: 0.9445 - val_loss: 0.2644 - val_auc: 0.9415 - 336ms/epoch - 3ms/step
Epoch 939/10000
124/124 - 0s - loss: 0.2607 - auc: 0.9445 - val_loss: 0.2644 - val_auc: 0.9413 - 370ms/epoch - 3ms/step
Epoch 940/10000
124/124 - 0s - loss: 0.2608 - auc: 0.9445 - val_loss: 0.2643 - val_auc: 0.9416 - 372ms/epoch - 3ms/step
Epoch 941/10000
124/124 - 0s - loss: 0.2607 - auc: 0.9445 - val_loss: 0.2644 - val_auc: 0.9417 - 322ms/epoch - 3ms/step
Epoch 942/10000
124/124 - 0s - loss: 0.2606 - auc: 0.9444 - val_loss: 0.2641 - val_auc: 0.9418 - 369ms/epoch - 3ms/step
Epoch 943/10000
124/124 - 0s - loss: 0.2606 - auc: 0.9444 - val_loss: 0.2641 - val_auc: 0.9416 - 326ms/epoch - 3ms/step
Epoch 944/10000
124/124 - 0s - loss: 0.2605 - auc: 0.9445 - val_loss: 0.2641 - val_auc: 0.9415 - 370ms/epoch - 3ms/step
Epoch 945/10000
124/124 - 0s - loss: 0.2605 - auc: 0.9446 - val_loss: 0.2640 - val_auc: 0.9416 - 324ms/epoch - 3ms/step
Epoch 946/10000
124/124 - 0s - loss: 0.2604 - auc: 0.9444 - val_loss: 0.2640 - val_auc: 0.9417 - 330ms/epoch - 3ms/step
Epoch 947/10000
124/124 - 0s - loss: 0.2604 - auc: 0.9444 - val_loss: 0.2642 - val_auc: 0.9420 - 369ms/epoch - 3ms/step
Epoch 948/10000
124/124 - 0s - loss: 0.2604 - auc: 0.9446 - val_loss: 0.2639 - val_auc: 0.9417 - 385ms/epoch - 3ms/step
Epoch 949/10000
124/124 - 0s - loss: 0.2604 - auc: 0.9445 - val_loss: 0.2640 - val_auc: 0.9418 - 384ms/epoch - 3ms/step
Epoch 950/10000
124/124 - 0s - loss: 0.2604 - auc: 0.9445 - val_loss: 0.2638 - val_auc: 0.9419 - 343ms/epoch - 3ms/step
Epoch 951/10000
124/124 - 0s - loss: 0.2603 - auc: 0.9447 - val_loss: 0.2639 - val_auc: 0.9417 - 378ms/epoch - 3ms/step
Epoch 952/10000
124/124 - 0s - loss: 0.2602 - auc: 0.9447 - val_loss: 0.2639 - val_auc: 0.9418 - 381ms/epoch - 3ms/step
Epoch 953/10000
124/124 - 0s - loss: 0.2601 - auc: 0.9447 - val_loss: 0.2640 - val_auc: 0.9419 - 338ms/epoch - 3ms/step
Epoch 954/10000
124/124 - 0s - loss: 0.2602 - auc: 0.9446 - val_loss: 0.2638 - val_auc: 0.9418 - 374ms/epoch - 3ms/step
Epoch 955/10000
124/124 - 0s - loss: 0.2602 - auc: 0.9445 - val_loss: 0.2640 - val_auc: 0.9421 - 382ms/epoch - 3ms/step
Epoch 956/10000
124/124 - 0s - loss: 0.2601 - auc: 0.9447 - val_loss: 0.2637 - val_auc: 0.9419 - 390ms/epoch - 3ms/step
Epoch 957/10000
124/124 - 0s - loss: 0.2599 - auc: 0.9447 - val_loss: 0.2639 - val_auc: 0.9421 - 393ms/epoch - 3ms/step
Epoch 958/10000
124/124 - 0s - loss: 0.2599 - auc: 0.9449 - val_loss: 0.2636 - val_auc: 0.9420 - 336ms/epoch - 3ms/step
Epoch 959/10000
124/124 - 0s - loss: 0.2600 - auc: 0.9449 - val_loss: 0.2636 - val_auc: 0.9419 - 389ms/epoch - 3ms/step
Epoch 960/10000
124/124 - 0s - loss: 0.2599 - auc: 0.9449 - val_loss: 0.2638 - val_auc: 0.9422 - 450ms/epoch - 4ms/step
Epoch 961/10000
124/124 - 0s - loss: 0.2599 - auc: 0.9447 - val_loss: 0.2635 - val_auc: 0.9419 - 345ms/epoch - 3ms/step
Epoch 962/10000
124/124 - 0s - loss: 0.2597 - auc: 0.9447 - val_loss: 0.2634 - val_auc: 0.9422 - 393ms/epoch - 3ms/step
Epoch 963/10000
124/124 - 0s - loss: 0.2598 - auc: 0.9448 - val_loss: 0.2634 - val_auc: 0.9420 - 390ms/epoch - 3ms/step
Epoch 964/10000
124/124 - 0s - loss: 0.2597 - auc: 0.9448 - val_loss: 0.2634 - val_auc: 0.9420 - 382ms/epoch - 3ms/step
Epoch 965/10000
124/124 - 0s - loss: 0.2598 - auc: 0.9447 - val_loss: 0.2634 - val_auc: 0.9421 - 330ms/epoch - 3ms/step
Epoch 966/10000
124/124 - 0s - loss: 0.2596 - auc: 0.9449 - val_loss: 0.2633 - val_auc: 0.9421 - 389ms/epoch - 3ms/step
Epoch 967/10000
124/124 - 0s - loss: 0.2596 - auc: 0.9448 - val_loss: 0.2633 - val_auc: 0.9420 - 389ms/epoch - 3ms/step
Epoch 968/10000
124/124 - 0s - loss: 0.2595 - auc: 0.9450 - val_loss: 0.2634 - val_auc: 0.9420 - 383ms/epoch - 3ms/step
Epoch 969/10000
124/124 - 0s - loss: 0.2597 - auc: 0.9450 - val_loss: 0.2633 - val_auc: 0.9422 - 326ms/epoch - 3ms/step
Epoch 970/10000
124/124 - 0s - loss: 0.2594 - auc: 0.9450 - val_loss: 0.2633 - val_auc: 0.9422 - 386ms/epoch - 3ms/step
Epoch 971/10000
124/124 - 0s - loss: 0.2595 - auc: 0.9449 - val_loss: 0.2631 - val_auc: 0.9423 - 379ms/epoch - 3ms/step
Epoch 972/10000
124/124 - 0s - loss: 0.2594 - auc: 0.9451 - val_loss: 0.2631 - val_auc: 0.9423 - 329ms/epoch - 3ms/step
Epoch 973/10000
124/124 - 0s - loss: 0.2593 - auc: 0.9451 - val_loss: 0.2631 - val_auc: 0.9422 - 380ms/epoch - 3ms/step
Epoch 974/10000
124/124 - 0s - loss: 0.2593 - auc: 0.9450 - val_loss: 0.2634 - val_auc: 0.9426 - 383ms/epoch - 3ms/step
Epoch 975/10000
124/124 - 0s - loss: 0.2592 - auc: 0.9451 - val_loss: 0.2631 - val_auc: 0.9422 - 336ms/epoch - 3ms/step
Epoch 976/10000
124/124 - 0s - loss: 0.2592 - auc: 0.9452 - val_loss: 0.2632 - val_auc: 0.9424 - 383ms/epoch - 3ms/step
Epoch 977/10000
124/124 - 0s - loss: 0.2592 - auc: 0.9452 - val_loss: 0.2633 - val_auc: 0.9425 - 386ms/epoch - 3ms/step
Epoch 978/10000
124/124 - 0s - loss: 0.2591 - auc: 0.9451 - val_loss: 0.2631 - val_auc: 0.9425 - 390ms/epoch - 3ms/step
Epoch 979/10000
124/124 - 0s - loss: 0.2592 - auc: 0.9452 - val_loss: 0.2629 - val_auc: 0.9424 - 353ms/epoch - 3ms/step
Epoch 980/10000
124/124 - 0s - loss: 0.2591 - auc: 0.9450 - val_loss: 0.2630 - val_auc: 0.9423 - 351ms/epoch - 3ms/step
Epoch 981/10000
124/124 - 0s - loss: 0.2590 - auc: 0.9453 - val_loss: 0.2627 - val_auc: 0.9425 - 319ms/epoch - 3ms/step
Epoch 982/10000
124/124 - 0s - loss: 0.2590 - auc: 0.9452 - val_loss: 0.2629 - val_auc: 0.9425 - 374ms/epoch - 3ms/step
Epoch 983/10000
124/124 - 0s - loss: 0.2588 - auc: 0.9452 - val_loss: 0.2626 - val_auc: 0.9426 - 341ms/epoch - 3ms/step
Epoch 984/10000
124/124 - 0s - loss: 0.2588 - auc: 0.9453 - val_loss: 0.2629 - val_auc: 0.9426 - 376ms/epoch - 3ms/step
Epoch 985/10000
124/124 - 0s - loss: 0.2588 - auc: 0.9451 - val_loss: 0.2627 - val_auc: 0.9426 - 375ms/epoch - 3ms/step
Epoch 986/10000
124/124 - 0s - loss: 0.2588 - auc: 0.9453 - val_loss: 0.2628 - val_auc: 0.9424 - 335ms/epoch - 3ms/step
Epoch 987/10000
124/124 - 0s - loss: 0.2588 - auc: 0.9453 - val_loss: 0.2627 - val_auc: 0.9426 - 367ms/epoch - 3ms/step
Epoch 988/10000
124/124 - 0s - loss: 0.2587 - auc: 0.9453 - val_loss: 0.2625 - val_auc: 0.9425 - 389ms/epoch - 3ms/step
Epoch 989/10000
124/124 - 0s - loss: 0.2587 - auc: 0.9453 - val_loss: 0.2624 - val_auc: 0.9426 - 338ms/epoch - 3ms/step
Epoch 990/10000
124/124 - 0s - loss: 0.2587 - auc: 0.9454 - val_loss: 0.2625 - val_auc: 0.9427 - 371ms/epoch - 3ms/step
Epoch 991/10000
124/124 - 0s - loss: 0.2586 - auc: 0.9454 - val_loss: 0.2625 - val_auc: 0.9427 - 380ms/epoch - 3ms/step
Epoch 992/10000
124/124 - 0s - loss: 0.2586 - auc: 0.9454 - val_loss: 0.2623 - val_auc: 0.9426 - 324ms/epoch - 3ms/step
Epoch 993/10000
124/124 - 0s - loss: 0.2585 - auc: 0.9455 - val_loss: 0.2624 - val_auc: 0.9427 - 368ms/epoch - 3ms/step
Epoch 994/10000
124/124 - 0s - loss: 0.2585 - auc: 0.9454 - val_loss: 0.2622 - val_auc: 0.9427 - 326ms/epoch - 3ms/step
Epoch 995/10000
124/124 - 0s - loss: 0.2585 - auc: 0.9452 - val_loss: 0.2624 - val_auc: 0.9428 - 381ms/epoch - 3ms/step
Epoch 996/10000
124/124 - 0s - loss: 0.2583 - auc: 0.9455 - val_loss: 0.2623 - val_auc: 0.9427 - 328ms/epoch - 3ms/step
Epoch 997/10000
124/124 - 0s - loss: 0.2584 - auc: 0.9455 - val_loss: 0.2624 - val_auc: 0.9428 - 375ms/epoch - 3ms/step
Epoch 998/10000
124/124 - 0s - loss: 0.2584 - auc: 0.9455 - val_loss: 0.2621 - val_auc: 0.9429 - 335ms/epoch - 3ms/step
Epoch 999/10000
124/124 - 0s - loss: 0.2583 - auc: 0.9454 - val_loss: 0.2621 - val_auc: 0.9429 - 345ms/epoch - 3ms/step
Epoch 1000/10000
124/124 - 0s - loss: 0.2582 - auc: 0.9456 - val_loss: 0.2625 - val_auc: 0.9430 - 383ms/epoch - 3ms/step
Epoch 1001/10000
124/124 - 0s - loss: 0.2583 - auc: 0.9454 - val_loss: 0.2622 - val_auc: 0.9428 - 385ms/epoch - 3ms/step
Epoch 1002/10000
124/124 - 0s - loss: 0.2581 - auc: 0.9456 - val_loss: 0.2622 - val_auc: 0.9429 - 332ms/epoch - 3ms/step
Epoch 1003/10000
124/124 - 0s - loss: 0.2581 - auc: 0.9455 - val_loss: 0.2620 - val_auc: 0.9429 - 361ms/epoch - 3ms/step
Epoch 1004/10000
124/124 - 0s - loss: 0.2582 - auc: 0.9455 - val_loss: 0.2621 - val_auc: 0.9429 - 330ms/epoch - 3ms/step
Epoch 1005/10000
124/124 - 0s - loss: 0.2581 - auc: 0.9456 - val_loss: 0.2622 - val_auc: 0.9429 - 378ms/epoch - 3ms/step
Epoch 1006/10000
124/124 - 0s - loss: 0.2580 - auc: 0.9457 - val_loss: 0.2623 - val_auc: 0.9433 - 379ms/epoch - 3ms/step
Epoch 1007/10000
124/124 - 0s - loss: 0.2580 - auc: 0.9456 - val_loss: 0.2619 - val_auc: 0.9431 - 339ms/epoch - 3ms/step
Epoch 1008/10000
124/124 - 0s - loss: 0.2579 - auc: 0.9458 - val_loss: 0.2623 - val_auc: 0.9433 - 377ms/epoch - 3ms/step
Epoch 1009/10000
124/124 - 0s - loss: 0.2579 - auc: 0.9457 - val_loss: 0.2618 - val_auc: 0.9431 - 383ms/epoch - 3ms/step
Epoch 1010/10000
124/124 - 0s - loss: 0.2578 - auc: 0.9458 - val_loss: 0.2620 - val_auc: 0.9429 - 391ms/epoch - 3ms/step
Epoch 1011/10000
124/124 - 0s - loss: 0.2579 - auc: 0.9458 - val_loss: 0.2619 - val_auc: 0.9429 - 393ms/epoch - 3ms/step
Epoch 1012/10000
124/124 - 0s - loss: 0.2579 - auc: 0.9455 - val_loss: 0.2620 - val_auc: 0.9434 - 334ms/epoch - 3ms/step
Epoch 1013/10000
124/124 - 0s - loss: 0.2577 - auc: 0.9458 - val_loss: 0.2617 - val_auc: 0.9432 - 369ms/epoch - 3ms/step
Epoch 1014/10000
124/124 - 0s - loss: 0.2576 - auc: 0.9459 - val_loss: 0.2617 - val_auc: 0.9432 - 323ms/epoch - 3ms/step
Epoch 1015/10000
124/124 - 0s - loss: 0.2576 - auc: 0.9457 - val_loss: 0.2616 - val_auc: 0.9432 - 395ms/epoch - 3ms/step
Epoch 1016/10000
124/124 - 0s - loss: 0.2577 - auc: 0.9458 - val_loss: 0.2616 - val_auc: 0.9432 - 381ms/epoch - 3ms/step
Epoch 1017/10000
124/124 - 0s - loss: 0.2577 - auc: 0.9458 - val_loss: 0.2616 - val_auc: 0.9432 - 380ms/epoch - 3ms/step
Epoch 1018/10000
124/124 - 0s - loss: 0.2575 - auc: 0.9456 - val_loss: 0.2615 - val_auc: 0.9433 - 335ms/epoch - 3ms/step
Epoch 1019/10000
124/124 - 0s - loss: 0.2574 - auc: 0.9458 - val_loss: 0.2614 - val_auc: 0.9433 - 382ms/epoch - 3ms/step
Epoch 1020/10000
124/124 - 0s - loss: 0.2575 - auc: 0.9459 - val_loss: 0.2618 - val_auc: 0.9435 - 381ms/epoch - 3ms/step
Epoch 1021/10000
124/124 - 0s - loss: 0.2575 - auc: 0.9460 - val_loss: 0.2617 - val_auc: 0.9433 - 328ms/epoch - 3ms/step
Epoch 1022/10000
124/124 - 0s - loss: 0.2574 - auc: 0.9458 - val_loss: 0.2615 - val_auc: 0.9432 - 381ms/epoch - 3ms/step
Epoch 1023/10000
124/124 - 0s - loss: 0.2573 - auc: 0.9461 - val_loss: 0.2614 - val_auc: 0.9433 - 333ms/epoch - 3ms/step
Epoch 1024/10000
124/124 - 0s - loss: 0.2574 - auc: 0.9458 - val_loss: 0.2613 - val_auc: 0.9433 - 369ms/epoch - 3ms/step
Epoch 1025/10000
124/124 - 0s - loss: 0.2573 - auc: 0.9459 - val_loss: 0.2614 - val_auc: 0.9435 - 328ms/epoch - 3ms/step
Epoch 1026/10000
124/124 - 0s - loss: 0.2571 - auc: 0.9460 - val_loss: 0.2613 - val_auc: 0.9434 - 370ms/epoch - 3ms/step
Epoch 1027/10000
124/124 - 0s - loss: 0.2572 - auc: 0.9460 - val_loss: 0.2612 - val_auc: 0.9437 - 379ms/epoch - 3ms/step
Epoch 1028/10000
124/124 - 0s - loss: 0.2574 - auc: 0.9459 - val_loss: 0.2615 - val_auc: 0.9436 - 335ms/epoch - 3ms/step
Epoch 1029/10000
124/124 - 0s - loss: 0.2570 - auc: 0.9460 - val_loss: 0.2613 - val_auc: 0.9434 - 372ms/epoch - 3ms/step
Epoch 1030/10000
124/124 - 0s - loss: 0.2571 - auc: 0.9460 - val_loss: 0.2611 - val_auc: 0.9436 - 382ms/epoch - 3ms/step
Epoch 1031/10000
124/124 - 0s - loss: 0.2570 - auc: 0.9460 - val_loss: 0.2611 - val_auc: 0.9436 - 344ms/epoch - 3ms/step
Epoch 1032/10000
124/124 - 0s - loss: 0.2570 - auc: 0.9462 - val_loss: 0.2611 - val_auc: 0.9436 - 381ms/epoch - 3ms/step
Epoch 1033/10000
124/124 - 0s - loss: 0.2571 - auc: 0.9460 - val_loss: 0.2610 - val_auc: 0.9435 - 381ms/epoch - 3ms/step
Epoch 1034/10000
124/124 - 0s - loss: 0.2569 - auc: 0.9460 - val_loss: 0.2610 - val_auc: 0.9434 - 332ms/epoch - 3ms/step
Epoch 1035/10000
124/124 - 0s - loss: 0.2569 - auc: 0.9461 - val_loss: 0.2612 - val_auc: 0.9434 - 374ms/epoch - 3ms/step
Epoch 1036/10000
124/124 - 0s - loss: 0.2569 - auc: 0.9463 - val_loss: 0.2610 - val_auc: 0.9435 - 373ms/epoch - 3ms/step
Epoch 1037/10000
124/124 - 0s - loss: 0.2568 - auc: 0.9462 - val_loss: 0.2609 - val_auc: 0.9436 - 322ms/epoch - 3ms/step
Epoch 1038/10000
124/124 - 0s - loss: 0.2568 - auc: 0.9462 - val_loss: 0.2609 - val_auc: 0.9436 - 369ms/epoch - 3ms/step
Epoch 1039/10000
124/124 - 0s - loss: 0.2567 - auc: 0.9463 - val_loss: 0.2608 - val_auc: 0.9435 - 334ms/epoch - 3ms/step
Epoch 1040/10000
124/124 - 0s - loss: 0.2568 - auc: 0.9462 - val_loss: 0.2608 - val_auc: 0.9438 - 382ms/epoch - 3ms/step
Epoch 1041/10000
124/124 - 0s - loss: 0.2567 - auc: 0.9462 - val_loss: 0.2607 - val_auc: 0.9435 - 378ms/epoch - 3ms/step
Epoch 1042/10000
124/124 - 0s - loss: 0.2566 - auc: 0.9462 - val_loss: 0.2610 - val_auc: 0.9436 - 335ms/epoch - 3ms/step
Epoch 1043/10000
124/124 - 0s - loss: 0.2565 - auc: 0.9464 - val_loss: 0.2607 - val_auc: 0.9438 - 384ms/epoch - 3ms/step
Epoch 1044/10000
124/124 - 0s - loss: 0.2566 - auc: 0.9461 - val_loss: 0.2607 - val_auc: 0.9436 - 329ms/epoch - 3ms/step
Epoch 1045/10000
124/124 - 0s - loss: 0.2565 - auc: 0.9461 - val_loss: 0.2608 - val_auc: 0.9438 - 325ms/epoch - 3ms/step
Epoch 1046/10000
124/124 - 0s - loss: 0.2564 - auc: 0.9463 - val_loss: 0.2607 - val_auc: 0.9436 - 331ms/epoch - 3ms/step
Epoch 1047/10000
124/124 - 0s - loss: 0.2563 - auc: 0.9463 - val_loss: 0.2606 - val_auc: 0.9437 - 362ms/epoch - 3ms/step
Epoch 1048/10000
124/124 - 0s - loss: 0.2564 - auc: 0.9463 - val_loss: 0.2608 - val_auc: 0.9439 - 333ms/epoch - 3ms/step
Epoch 1049/10000
124/124 - 0s - loss: 0.2563 - auc: 0.9463 - val_loss: 0.2606 - val_auc: 0.9437 - 324ms/epoch - 3ms/step
Epoch 1050/10000
124/124 - 0s - loss: 0.2564 - auc: 0.9464 - val_loss: 0.2606 - val_auc: 0.9439 - 330ms/epoch - 3ms/step
Epoch 1051/10000
124/124 - 0s - loss: 0.2563 - auc: 0.9462 - val_loss: 0.2606 - val_auc: 0.9438 - 366ms/epoch - 3ms/step
Epoch 1052/10000
124/124 - 0s - loss: 0.2562 - auc: 0.9464 - val_loss: 0.2605 - val_auc: 0.9438 - 381ms/epoch - 3ms/step
Epoch 1053/10000
124/124 - 0s - loss: 0.2561 - auc: 0.9466 - val_loss: 0.2604 - val_auc: 0.9439 - 344ms/epoch - 3ms/step
Epoch 1054/10000
124/124 - 0s - loss: 0.2561 - auc: 0.9465 - val_loss: 0.2604 - val_auc: 0.9438 - 371ms/epoch - 3ms/step
Epoch 1055/10000
124/124 - 0s - loss: 0.2561 - auc: 0.9464 - val_loss: 0.2603 - val_auc: 0.9438 - 375ms/epoch - 3ms/step
Epoch 1056/10000
124/124 - 0s - loss: 0.2560 - auc: 0.9463 - val_loss: 0.2603 - val_auc: 0.9438 - 335ms/epoch - 3ms/step
Epoch 1057/10000
124/124 - 0s - loss: 0.2560 - auc: 0.9466 - val_loss: 0.2603 - val_auc: 0.9439 - 369ms/epoch - 3ms/step
Epoch 1058/10000
124/124 - 0s - loss: 0.2560 - auc: 0.9464 - val_loss: 0.2601 - val_auc: 0.9438 - 338ms/epoch - 3ms/step
Epoch 1059/10000
124/124 - 0s - loss: 0.2560 - auc: 0.9465 - val_loss: 0.2603 - val_auc: 0.9438 - 374ms/epoch - 3ms/step
Epoch 1060/10000
124/124 - 0s - loss: 0.2559 - auc: 0.9465 - val_loss: 0.2601 - val_auc: 0.9440 - 374ms/epoch - 3ms/step
Epoch 1061/10000
124/124 - 0s - loss: 0.2560 - auc: 0.9466 - val_loss: 0.2600 - val_auc: 0.9441 - 326ms/epoch - 3ms/step
Epoch 1062/10000
124/124 - 0s - loss: 0.2558 - auc: 0.9465 - val_loss: 0.2602 - val_auc: 0.9438 - 381ms/epoch - 3ms/step
Epoch 1063/10000
124/124 - 0s - loss: 0.2559 - auc: 0.9464 - val_loss: 0.2604 - val_auc: 0.9442 - 381ms/epoch - 3ms/step
Epoch 1064/10000
124/124 - 0s - loss: 0.2558 - auc: 0.9465 - val_loss: 0.2600 - val_auc: 0.9442 - 328ms/epoch - 3ms/step
Epoch 1065/10000
124/124 - 0s - loss: 0.2558 - auc: 0.9465 - val_loss: 0.2599 - val_auc: 0.9441 - 404ms/epoch - 3ms/step
Epoch 1066/10000
124/124 - 0s - loss: 0.2556 - auc: 0.9466 - val_loss: 0.2600 - val_auc: 0.9440 - 392ms/epoch - 3ms/step
Epoch 1067/10000
124/124 - 0s - loss: 0.2556 - auc: 0.9468 - val_loss: 0.2599 - val_auc: 0.9441 - 469ms/epoch - 4ms/step
Epoch 1068/10000
124/124 - 0s - loss: 0.2557 - auc: 0.9467 - val_loss: 0.2599 - val_auc: 0.9443 - 499ms/epoch - 4ms/step
Epoch 1069/10000
124/124 - 0s - loss: 0.2557 - auc: 0.9466 - val_loss: 0.2600 - val_auc: 0.9440 - 392ms/epoch - 3ms/step
Epoch 1070/10000
124/124 - 0s - loss: 0.2555 - auc: 0.9467 - val_loss: 0.2599 - val_auc: 0.9442 - 337ms/epoch - 3ms/step
Epoch 1071/10000
124/124 - 0s - loss: 0.2556 - auc: 0.9465 - val_loss: 0.2599 - val_auc: 0.9440 - 369ms/epoch - 3ms/step
Epoch 1072/10000
124/124 - 0s - loss: 0.2555 - auc: 0.9468 - val_loss: 0.2598 - val_auc: 0.9441 - 324ms/epoch - 3ms/step
Epoch 1073/10000
124/124 - 0s - loss: 0.2554 - auc: 0.9468 - val_loss: 0.2598 - val_auc: 0.9442 - 375ms/epoch - 3ms/step
Epoch 1074/10000
124/124 - 0s - loss: 0.2554 - auc: 0.9468 - val_loss: 0.2598 - val_auc: 0.9443 - 338ms/epoch - 3ms/step
Epoch 1075/10000
124/124 - 0s - loss: 0.2553 - auc: 0.9466 - val_loss: 0.2599 - val_auc: 0.9443 - 365ms/epoch - 3ms/step
Epoch 1076/10000
124/124 - 0s - loss: 0.2553 - auc: 0.9468 - val_loss: 0.2596 - val_auc: 0.9443 - 378ms/epoch - 3ms/step
Epoch 1077/10000
124/124 - 0s - loss: 0.2552 - auc: 0.9470 - val_loss: 0.2600 - val_auc: 0.9443 - 325ms/epoch - 3ms/step
Epoch 1078/10000
124/124 - 0s - loss: 0.2552 - auc: 0.9467 - val_loss: 0.2596 - val_auc: 0.9442 - 377ms/epoch - 3ms/step
Epoch 1079/10000
124/124 - 0s - loss: 0.2553 - auc: 0.9468 - val_loss: 0.2596 - val_auc: 0.9444 - 385ms/epoch - 3ms/step
Epoch 1080/10000
124/124 - 0s - loss: 0.2552 - auc: 0.9470 - val_loss: 0.2597 - val_auc: 0.9442 - 341ms/epoch - 3ms/step
Epoch 1081/10000
124/124 - 0s - loss: 0.2551 - auc: 0.9469 - val_loss: 0.2598 - val_auc: 0.9443 - 390ms/epoch - 3ms/step
Epoch 1082/10000
124/124 - 0s - loss: 0.2552 - auc: 0.9469 - val_loss: 0.2594 - val_auc: 0.9444 - 388ms/epoch - 3ms/step
Epoch 1083/10000
124/124 - 0s - loss: 0.2551 - auc: 0.9469 - val_loss: 0.2593 - val_auc: 0.9445 - 382ms/epoch - 3ms/step
Epoch 1084/10000
124/124 - 0s - loss: 0.2550 - auc: 0.9470 - val_loss: 0.2595 - val_auc: 0.9444 - 328ms/epoch - 3ms/step
Epoch 1085/10000
124/124 - 0s - loss: 0.2549 - auc: 0.9470 - val_loss: 0.2593 - val_auc: 0.9444 - 371ms/epoch - 3ms/step
Epoch 1086/10000
124/124 - 0s - loss: 0.2550 - auc: 0.9470 - val_loss: 0.2592 - val_auc: 0.9445 - 336ms/epoch - 3ms/step
Epoch 1087/10000
124/124 - 0s - loss: 0.2551 - auc: 0.9468 - val_loss: 0.2594 - val_auc: 0.9447 - 373ms/epoch - 3ms/step
Epoch 1088/10000
124/124 - 0s - loss: 0.2548 - auc: 0.9469 - val_loss: 0.2593 - val_auc: 0.9444 - 372ms/epoch - 3ms/step
Epoch 1089/10000
124/124 - 0s - loss: 0.2548 - auc: 0.9469 - val_loss: 0.2592 - val_auc: 0.9444 - 331ms/epoch - 3ms/step
Epoch 1090/10000
124/124 - 0s - loss: 0.2548 - auc: 0.9470 - val_loss: 0.2593 - val_auc: 0.9445 - 379ms/epoch - 3ms/step
Epoch 1091/10000
124/124 - 0s - loss: 0.2549 - auc: 0.9469 - val_loss: 0.2592 - val_auc: 0.9446 - 337ms/epoch - 3ms/step
Epoch 1092/10000
124/124 - 0s - loss: 0.2549 - auc: 0.9468 - val_loss: 0.2591 - val_auc: 0.9447 - 379ms/epoch - 3ms/step
Epoch 1093/10000
124/124 - 0s - loss: 0.2547 - auc: 0.9469 - val_loss: 0.2591 - val_auc: 0.9447 - 386ms/epoch - 3ms/step
Epoch 1094/10000
124/124 - 0s - loss: 0.2546 - auc: 0.9471 - val_loss: 0.2592 - val_auc: 0.9449 - 330ms/epoch - 3ms/step
Epoch 1095/10000
124/124 - 0s - loss: 0.2546 - auc: 0.9470 - val_loss: 0.2590 - val_auc: 0.9446 - 370ms/epoch - 3ms/step
Epoch 1096/10000
124/124 - 0s - loss: 0.2546 - auc: 0.9468 - val_loss: 0.2592 - val_auc: 0.9448 - 371ms/epoch - 3ms/step
Epoch 1097/10000
124/124 - 0s - loss: 0.2545 - auc: 0.9470 - val_loss: 0.2590 - val_auc: 0.9447 - 344ms/epoch - 3ms/step
Epoch 1098/10000
124/124 - 0s - loss: 0.2545 - auc: 0.9471 - val_loss: 0.2589 - val_auc: 0.9448 - 372ms/epoch - 3ms/step
Epoch 1099/10000
124/124 - 0s - loss: 0.2545 - auc: 0.9470 - val_loss: 0.2590 - val_auc: 0.9447 - 377ms/epoch - 3ms/step
Epoch 1100/10000
124/124 - 0s - loss: 0.2545 - auc: 0.9472 - val_loss: 0.2588 - val_auc: 0.9448 - 326ms/epoch - 3ms/step
Epoch 1101/10000
124/124 - 0s - loss: 0.2544 - auc: 0.9473 - val_loss: 0.2588 - val_auc: 0.9448 - 377ms/epoch - 3ms/step
Epoch 1102/10000
124/124 - 0s - loss: 0.2544 - auc: 0.9473 - val_loss: 0.2587 - val_auc: 0.9448 - 331ms/epoch - 3ms/step
Epoch 1103/10000
124/124 - 0s - loss: 0.2544 - auc: 0.9472 - val_loss: 0.2587 - val_auc: 0.9448 - 377ms/epoch - 3ms/step
Epoch 1104/10000
124/124 - 0s - loss: 0.2543 - auc: 0.9470 - val_loss: 0.2590 - val_auc: 0.9449 - 335ms/epoch - 3ms/step
Epoch 1105/10000
124/124 - 0s - loss: 0.2543 - auc: 0.9471 - val_loss: 0.2589 - val_auc: 0.9450 - 325ms/epoch - 3ms/step
Epoch 1106/10000
124/124 - 0s - loss: 0.2543 - auc: 0.9472 - val_loss: 0.2589 - val_auc: 0.9449 - 329ms/epoch - 3ms/step
Epoch 1107/10000
124/124 - 0s - loss: 0.2542 - auc: 0.9472 - val_loss: 0.2587 - val_auc: 0.9448 - 366ms/epoch - 3ms/step
Epoch 1108/10000
124/124 - 0s - loss: 0.2541 - auc: 0.9474 - val_loss: 0.2586 - val_auc: 0.9450 - 377ms/epoch - 3ms/step
Epoch 1109/10000
124/124 - 0s - loss: 0.2541 - auc: 0.9473 - val_loss: 0.2586 - val_auc: 0.9450 - 327ms/epoch - 3ms/step
Epoch 1110/10000
124/124 - 0s - loss: 0.2541 - auc: 0.9472 - val_loss: 0.2585 - val_auc: 0.9450 - 375ms/epoch - 3ms/step
Epoch 1111/10000
124/124 - 0s - loss: 0.2541 - auc: 0.9473 - val_loss: 0.2586 - val_auc: 0.9451 - 326ms/epoch - 3ms/step
Epoch 1112/10000
124/124 - 0s - loss: 0.2540 - auc: 0.9472 - val_loss: 0.2585 - val_auc: 0.9451 - 375ms/epoch - 3ms/step
Epoch 1113/10000
124/124 - 0s - loss: 0.2540 - auc: 0.9472 - val_loss: 0.2584 - val_auc: 0.9451 - 338ms/epoch - 3ms/step
Epoch 1114/10000
124/124 - 0s - loss: 0.2540 - auc: 0.9474 - val_loss: 0.2584 - val_auc: 0.9450 - 375ms/epoch - 3ms/step
Epoch 1115/10000
124/124 - 0s - loss: 0.2541 - auc: 0.9473 - val_loss: 0.2584 - val_auc: 0.9452 - 376ms/epoch - 3ms/step
Epoch 1116/10000
124/124 - 0s - loss: 0.2541 - auc: 0.9473 - val_loss: 0.2583 - val_auc: 0.9450 - 342ms/epoch - 3ms/step
Epoch 1117/10000
124/124 - 0s - loss: 0.2538 - auc: 0.9474 - val_loss: 0.2585 - val_auc: 0.9452 - 374ms/epoch - 3ms/step
Epoch 1118/10000
124/124 - 0s - loss: 0.2538 - auc: 0.9476 - val_loss: 0.2583 - val_auc: 0.9452 - 385ms/epoch - 3ms/step
Epoch 1119/10000
124/124 - 0s - loss: 0.2540 - auc: 0.9472 - val_loss: 0.2583 - val_auc: 0.9452 - 385ms/epoch - 3ms/step
Epoch 1120/10000
124/124 - 0s - loss: 0.2538 - auc: 0.9472 - val_loss: 0.2582 - val_auc: 0.9451 - 347ms/epoch - 3ms/step
Epoch 1121/10000
124/124 - 0s - loss: 0.2538 - auc: 0.9475 - val_loss: 0.2582 - val_auc: 0.9452 - 381ms/epoch - 3ms/step
Epoch 1122/10000
124/124 - 0s - loss: 0.2536 - auc: 0.9474 - val_loss: 0.2582 - val_auc: 0.9451 - 388ms/epoch - 3ms/step
Epoch 1123/10000
124/124 - 0s - loss: 0.2536 - auc: 0.9475 - val_loss: 0.2583 - val_auc: 0.9451 - 391ms/epoch - 3ms/step
Epoch 1124/10000
124/124 - 0s - loss: 0.2536 - auc: 0.9475 - val_loss: 0.2582 - val_auc: 0.9454 - 408ms/epoch - 3ms/step
Epoch 1125/10000
124/124 - 0s - loss: 0.2536 - auc: 0.9474 - val_loss: 0.2582 - val_auc: 0.9451 - 395ms/epoch - 3ms/step
Epoch 1126/10000
124/124 - 0s - loss: 0.2535 - auc: 0.9474 - val_loss: 0.2581 - val_auc: 0.9453 - 395ms/epoch - 3ms/step
Epoch 1127/10000
124/124 - 0s - loss: 0.2534 - auc: 0.9476 - val_loss: 0.2580 - val_auc: 0.9454 - 387ms/epoch - 3ms/step
Epoch 1128/10000
124/124 - 0s - loss: 0.2534 - auc: 0.9475 - val_loss: 0.2582 - val_auc: 0.9454 - 380ms/epoch - 3ms/step
Epoch 1129/10000
124/124 - 0s - loss: 0.2535 - auc: 0.9475 - val_loss: 0.2580 - val_auc: 0.9454 - 341ms/epoch - 3ms/step
Epoch 1130/10000
124/124 - 0s - loss: 0.2535 - auc: 0.9476 - val_loss: 0.2580 - val_auc: 0.9454 - 386ms/epoch - 3ms/step
Epoch 1131/10000
124/124 - 0s - loss: 0.2535 - auc: 0.9475 - val_loss: 0.2582 - val_auc: 0.9454 - 393ms/epoch - 3ms/step
Epoch 1132/10000
124/124 - 0s - loss: 0.2533 - auc: 0.9475 - val_loss: 0.2579 - val_auc: 0.9453 - 394ms/epoch - 3ms/step
Epoch 1133/10000
124/124 - 0s - loss: 0.2533 - auc: 0.9476 - val_loss: 0.2578 - val_auc: 0.9455 - 401ms/epoch - 3ms/step
Epoch 1134/10000
124/124 - 0s - loss: 0.2532 - auc: 0.9478 - val_loss: 0.2579 - val_auc: 0.9454 - 408ms/epoch - 3ms/step
Epoch 1135/10000
124/124 - 0s - loss: 0.2533 - auc: 0.9475 - val_loss: 0.2578 - val_auc: 0.9454 - 380ms/epoch - 3ms/step
Epoch 1136/10000
124/124 - 0s - loss: 0.2532 - auc: 0.9476 - val_loss: 0.2578 - val_auc: 0.9456 - 377ms/epoch - 3ms/step
Epoch 1137/10000
124/124 - 0s - loss: 0.2532 - auc: 0.9476 - val_loss: 0.2579 - val_auc: 0.9456 - 326ms/epoch - 3ms/step
Epoch 1138/10000
124/124 - 0s - loss: 0.2532 - auc: 0.9477 - val_loss: 0.2577 - val_auc: 0.9456 - 377ms/epoch - 3ms/step
Epoch 1139/10000
124/124 - 0s - loss: 0.2534 - auc: 0.9475 - val_loss: 0.2576 - val_auc: 0.9455 - 331ms/epoch - 3ms/step
Epoch 1140/10000
124/124 - 0s - loss: 0.2531 - auc: 0.9478 - val_loss: 0.2582 - val_auc: 0.9456 - 374ms/epoch - 3ms/step
Epoch 1141/10000
124/124 - 0s - loss: 0.2531 - auc: 0.9478 - val_loss: 0.2578 - val_auc: 0.9457 - 378ms/epoch - 3ms/step
Epoch 1142/10000
124/124 - 0s - loss: 0.2530 - auc: 0.9478 - val_loss: 0.2578 - val_auc: 0.9457 - 327ms/epoch - 3ms/step
Epoch 1143/10000
124/124 - 0s - loss: 0.2530 - auc: 0.9477 - val_loss: 0.2578 - val_auc: 0.9457 - 381ms/epoch - 3ms/step
Epoch 1144/10000
124/124 - 0s - loss: 0.2529 - auc: 0.9479 - val_loss: 0.2576 - val_auc: 0.9457 - 339ms/epoch - 3ms/step
Epoch 1145/10000
124/124 - 0s - loss: 0.2529 - auc: 0.9480 - val_loss: 0.2575 - val_auc: 0.9458 - 333ms/epoch - 3ms/step
Epoch 1146/10000
124/124 - 0s - loss: 0.2528 - auc: 0.9478 - val_loss: 0.2575 - val_auc: 0.9459 - 379ms/epoch - 3ms/step
Epoch 1147/10000
124/124 - 0s - loss: 0.2527 - auc: 0.9479 - val_loss: 0.2575 - val_auc: 0.9458 - 339ms/epoch - 3ms/step
Epoch 1148/10000
124/124 - 0s - loss: 0.2528 - auc: 0.9479 - val_loss: 0.2577 - val_auc: 0.9459 - 373ms/epoch - 3ms/step
Epoch 1149/10000
124/124 - 0s - loss: 0.2527 - auc: 0.9479 - val_loss: 0.2577 - val_auc: 0.9458 - 374ms/epoch - 3ms/step
Epoch 1150/10000
124/124 - 0s - loss: 0.2528 - auc: 0.9478 - val_loss: 0.2578 - val_auc: 0.9458 - 323ms/epoch - 3ms/step
Epoch 1151/10000
124/124 - 0s - loss: 0.2527 - auc: 0.9479 - val_loss: 0.2574 - val_auc: 0.9459 - 377ms/epoch - 3ms/step
Epoch 1152/10000
124/124 - 0s - loss: 0.2528 - auc: 0.9478 - val_loss: 0.2572 - val_auc: 0.9458 - 386ms/epoch - 3ms/step
Epoch 1153/10000
124/124 - 0s - loss: 0.2526 - auc: 0.9480 - val_loss: 0.2572 - val_auc: 0.9458 - 332ms/epoch - 3ms/step
Epoch 1154/10000
124/124 - 0s - loss: 0.2526 - auc: 0.9480 - val_loss: 0.2573 - val_auc: 0.9459 - 376ms/epoch - 3ms/step
Epoch 1155/10000
124/124 - 0s - loss: 0.2525 - auc: 0.9479 - val_loss: 0.2572 - val_auc: 0.9456 - 333ms/epoch - 3ms/step
Epoch 1156/10000
124/124 - 0s - loss: 0.2525 - auc: 0.9479 - val_loss: 0.2572 - val_auc: 0.9457 - 373ms/epoch - 3ms/step
Epoch 1157/10000
124/124 - 0s - loss: 0.2525 - auc: 0.9480 - val_loss: 0.2572 - val_auc: 0.9457 - 378ms/epoch - 3ms/step
Epoch 1158/10000
124/124 - 0s - loss: 0.2524 - auc: 0.9480 - val_loss: 0.2572 - val_auc: 0.9458 - 329ms/epoch - 3ms/step
Epoch 1159/10000
124/124 - 0s - loss: 0.2524 - auc: 0.9479 - val_loss: 0.2571 - val_auc: 0.9458 - 377ms/epoch - 3ms/step
Epoch 1160/10000
124/124 - 0s - loss: 0.2524 - auc: 0.9480 - val_loss: 0.2571 - val_auc: 0.9459 - 337ms/epoch - 3ms/step
Epoch 1161/10000
124/124 - 0s - loss: 0.2523 - auc: 0.9479 - val_loss: 0.2570 - val_auc: 0.9460 - 370ms/epoch - 3ms/step
Epoch 1162/10000
124/124 - 0s - loss: 0.2523 - auc: 0.9482 - val_loss: 0.2570 - val_auc: 0.9459 - 331ms/epoch - 3ms/step
Epoch 1163/10000
124/124 - 0s - loss: 0.2523 - auc: 0.9480 - val_loss: 0.2569 - val_auc: 0.9459 - 366ms/epoch - 3ms/step
Epoch 1164/10000
124/124 - 0s - loss: 0.2522 - auc: 0.9481 - val_loss: 0.2570 - val_auc: 0.9461 - 386ms/epoch - 3ms/step
Epoch 1165/10000
124/124 - 0s - loss: 0.2522 - auc: 0.9482 - val_loss: 0.2569 - val_auc: 0.9459 - 335ms/epoch - 3ms/step
Epoch 1166/10000
124/124 - 0s - loss: 0.2521 - auc: 0.9482 - val_loss: 0.2569 - val_auc: 0.9460 - 372ms/epoch - 3ms/step
Epoch 1167/10000
124/124 - 0s - loss: 0.2521 - auc: 0.9481 - val_loss: 0.2569 - val_auc: 0.9462 - 372ms/epoch - 3ms/step
Epoch 1168/10000
124/124 - 0s - loss: 0.2521 - auc: 0.9481 - val_loss: 0.2569 - val_auc: 0.9459 - 343ms/epoch - 3ms/step
Epoch 1169/10000
124/124 - 0s - loss: 0.2522 - auc: 0.9480 - val_loss: 0.2569 - val_auc: 0.9462 - 372ms/epoch - 3ms/step
Epoch 1170/10000
124/124 - 0s - loss: 0.2520 - auc: 0.9483 - val_loss: 0.2568 - val_auc: 0.9462 - 382ms/epoch - 3ms/step
Epoch 1171/10000
124/124 - 0s - loss: 0.2519 - auc: 0.9482 - val_loss: 0.2569 - val_auc: 0.9462 - 339ms/epoch - 3ms/step
Epoch 1172/10000
124/124 - 0s - loss: 0.2521 - auc: 0.9481 - val_loss: 0.2568 - val_auc: 0.9461 - 382ms/epoch - 3ms/step
Epoch 1173/10000
124/124 - 0s - loss: 0.2519 - auc: 0.9483 - val_loss: 0.2570 - val_auc: 0.9461 - 390ms/epoch - 3ms/step
Epoch 1174/10000
124/124 - 0s - loss: 0.2519 - auc: 0.9481 - val_loss: 0.2567 - val_auc: 0.9462 - 387ms/epoch - 3ms/step
Epoch 1175/10000
124/124 - 0s - loss: 0.2520 - auc: 0.9481 - val_loss: 0.2567 - val_auc: 0.9460 - 342ms/epoch - 3ms/step
Epoch 1176/10000
124/124 - 0s - loss: 0.2518 - auc: 0.9482 - val_loss: 0.2567 - val_auc: 0.9463 - 331ms/epoch - 3ms/step
Epoch 1177/10000
124/124 - 0s - loss: 0.2518 - auc: 0.9483 - val_loss: 0.2566 - val_auc: 0.9462 - 377ms/epoch - 3ms/step
Epoch 1178/10000
124/124 - 0s - loss: 0.2518 - auc: 0.9483 - val_loss: 0.2567 - val_auc: 0.9463 - 357ms/epoch - 3ms/step
Epoch 1179/10000
124/124 - 0s - loss: 0.2517 - auc: 0.9484 - val_loss: 0.2566 - val_auc: 0.9464 - 362ms/epoch - 3ms/step
Epoch 1180/10000
124/124 - 0s - loss: 0.2517 - auc: 0.9483 - val_loss: 0.2565 - val_auc: 0.9461 - 380ms/epoch - 3ms/step
Epoch 1181/10000
124/124 - 0s - loss: 0.2519 - auc: 0.9482 - val_loss: 0.2565 - val_auc: 0.9463 - 381ms/epoch - 3ms/step
Epoch 1182/10000
124/124 - 0s - loss: 0.2516 - auc: 0.9484 - val_loss: 0.2564 - val_auc: 0.9463 - 344ms/epoch - 3ms/step
Epoch 1183/10000
124/124 - 0s - loss: 0.2517 - auc: 0.9483 - val_loss: 0.2566 - val_auc: 0.9465 - 380ms/epoch - 3ms/step
Epoch 1184/10000
124/124 - 0s - loss: 0.2517 - auc: 0.9484 - val_loss: 0.2565 - val_auc: 0.9466 - 385ms/epoch - 3ms/step
Epoch 1185/10000
124/124 - 0s - loss: 0.2515 - auc: 0.9484 - val_loss: 0.2564 - val_auc: 0.9464 - 389ms/epoch - 3ms/step
Epoch 1186/10000
124/124 - 0s - loss: 0.2515 - auc: 0.9484 - val_loss: 0.2565 - val_auc: 0.9465 - 340ms/epoch - 3ms/step
Epoch 1187/10000
124/124 - 0s - loss: 0.2515 - auc: 0.9484 - val_loss: 0.2564 - val_auc: 0.9465 - 380ms/epoch - 3ms/step
Epoch 1188/10000
124/124 - 0s - loss: 0.2514 - auc: 0.9485 - val_loss: 0.2565 - val_auc: 0.9464 - 384ms/epoch - 3ms/step
Epoch 1189/10000
124/124 - 0s - loss: 0.2514 - auc: 0.9483 - val_loss: 0.2564 - val_auc: 0.9465 - 385ms/epoch - 3ms/step
Epoch 1190/10000
124/124 - 0s - loss: 0.2514 - auc: 0.9484 - val_loss: 0.2562 - val_auc: 0.9462 - 393ms/epoch - 3ms/step
Epoch 1191/10000
124/124 - 0s - loss: 0.2514 - auc: 0.9485 - val_loss: 0.2564 - val_auc: 0.9465 - 355ms/epoch - 3ms/step
Epoch 1192/10000
124/124 - 0s - loss: 0.2514 - auc: 0.9484 - val_loss: 0.2562 - val_auc: 0.9466 - 387ms/epoch - 3ms/step
Epoch 1193/10000
124/124 - 0s - loss: 0.2512 - auc: 0.9485 - val_loss: 0.2564 - val_auc: 0.9465 - 387ms/epoch - 3ms/step
Epoch 1194/10000
124/124 - 0s - loss: 0.2513 - auc: 0.9486 - val_loss: 0.2561 - val_auc: 0.9464 - 386ms/epoch - 3ms/step
Epoch 1195/10000
124/124 - 0s - loss: 0.2512 - auc: 0.9486 - val_loss: 0.2563 - val_auc: 0.9465 - 390ms/epoch - 3ms/step
Epoch 1196/10000
124/124 - 0s - loss: 0.2512 - auc: 0.9485 - val_loss: 0.2561 - val_auc: 0.9466 - 391ms/epoch - 3ms/step
Epoch 1197/10000
124/124 - 0s - loss: 0.2511 - auc: 0.9485 - val_loss: 0.2560 - val_auc: 0.9465 - 347ms/epoch - 3ms/step
Epoch 1198/10000
124/124 - 0s - loss: 0.2511 - auc: 0.9487 - val_loss: 0.2561 - val_auc: 0.9467 - 338ms/epoch - 3ms/step
Epoch 1199/10000
124/124 - 0s - loss: 0.2512 - auc: 0.9485 - val_loss: 0.2560 - val_auc: 0.9468 - 393ms/epoch - 3ms/step
Epoch 1200/10000
124/124 - 0s - loss: 0.2512 - auc: 0.9484 - val_loss: 0.2561 - val_auc: 0.9467 - 393ms/epoch - 3ms/step
Epoch 1201/10000
124/124 - 0s - loss: 0.2511 - auc: 0.9485 - val_loss: 0.2559 - val_auc: 0.9464 - 398ms/epoch - 3ms/step
Epoch 1202/10000
124/124 - 0s - loss: 0.2510 - auc: 0.9487 - val_loss: 0.2561 - val_auc: 0.9468 - 388ms/epoch - 3ms/step
Epoch 1203/10000
124/124 - 0s - loss: 0.2511 - auc: 0.9485 - val_loss: 0.2560 - val_auc: 0.9468 - 398ms/epoch - 3ms/step
Epoch 1204/10000
124/124 - 0s - loss: 0.2510 - auc: 0.9487 - val_loss: 0.2558 - val_auc: 0.9466 - 401ms/epoch - 3ms/step
Epoch 1205/10000
124/124 - 0s - loss: 0.2509 - auc: 0.9487 - val_loss: 0.2559 - val_auc: 0.9468 - 411ms/epoch - 3ms/step
Epoch 1206/10000
124/124 - 0s - loss: 0.2509 - auc: 0.9485 - val_loss: 0.2557 - val_auc: 0.9466 - 391ms/epoch - 3ms/step
Epoch 1207/10000
124/124 - 0s - loss: 0.2508 - auc: 0.9487 - val_loss: 0.2558 - val_auc: 0.9468 - 386ms/epoch - 3ms/step
Epoch 1208/10000
124/124 - 0s - loss: 0.2508 - auc: 0.9488 - val_loss: 0.2559 - val_auc: 0.9467 - 391ms/epoch - 3ms/step
Epoch 1209/10000
124/124 - 0s - loss: 0.2508 - auc: 0.9486 - val_loss: 0.2557 - val_auc: 0.9465 - 394ms/epoch - 3ms/step
Epoch 1210/10000
124/124 - 0s - loss: 0.2510 - auc: 0.9487 - val_loss: 0.2559 - val_auc: 0.9468 - 400ms/epoch - 3ms/step
Epoch 1211/10000
124/124 - 0s - loss: 0.2507 - auc: 0.9487 - val_loss: 0.2558 - val_auc: 0.9469 - 337ms/epoch - 3ms/step
Epoch 1212/10000
124/124 - 0s - loss: 0.2507 - auc: 0.9486 - val_loss: 0.2559 - val_auc: 0.9467 - 368ms/epoch - 3ms/step
Epoch 1213/10000
124/124 - 0s - loss: 0.2506 - auc: 0.9487 - val_loss: 0.2556 - val_auc: 0.9469 - 374ms/epoch - 3ms/step
Epoch 1214/10000
124/124 - 0s - loss: 0.2508 - auc: 0.9487 - val_loss: 0.2557 - val_auc: 0.9469 - 332ms/epoch - 3ms/step
Epoch 1215/10000
124/124 - 0s - loss: 0.2506 - auc: 0.9487 - val_loss: 0.2557 - val_auc: 0.9469 - 372ms/epoch - 3ms/step
Epoch 1216/10000
124/124 - 0s - loss: 0.2505 - auc: 0.9488 - val_loss: 0.2557 - val_auc: 0.9469 - 331ms/epoch - 3ms/step
Epoch 1217/10000
124/124 - 0s - loss: 0.2506 - auc: 0.9488 - val_loss: 0.2557 - val_auc: 0.9470 - 372ms/epoch - 3ms/step
Epoch 1218/10000
124/124 - 0s - loss: 0.2505 - auc: 0.9489 - val_loss: 0.2557 - val_auc: 0.9470 - 386ms/epoch - 3ms/step
Epoch 1219/10000
124/124 - 0s - loss: 0.2505 - auc: 0.9487 - val_loss: 0.2555 - val_auc: 0.9467 - 348ms/epoch - 3ms/step
Epoch 1220/10000
124/124 - 0s - loss: 0.2506 - auc: 0.9487 - val_loss: 0.2558 - val_auc: 0.9467 - 329ms/epoch - 3ms/step
Epoch 1221/10000
124/124 - 0s - loss: 0.2505 - auc: 0.9486 - val_loss: 0.2556 - val_auc: 0.9471 - 370ms/epoch - 3ms/step
Epoch 1222/10000
124/124 - 0s - loss: 0.2504 - auc: 0.9489 - val_loss: 0.2555 - val_auc: 0.9472 - 325ms/epoch - 3ms/step
Epoch 1223/10000
124/124 - 0s - loss: 0.2503 - auc: 0.9489 - val_loss: 0.2553 - val_auc: 0.9469 - 370ms/epoch - 3ms/step
Epoch 1224/10000
124/124 - 0s - loss: 0.2504 - auc: 0.9488 - val_loss: 0.2555 - val_auc: 0.9470 - 332ms/epoch - 3ms/step
Epoch 1225/10000
124/124 - 0s - loss: 0.2503 - auc: 0.9490 - val_loss: 0.2554 - val_auc: 0.9471 - 387ms/epoch - 3ms/step
Epoch 1226/10000
124/124 - 0s - loss: 0.2503 - auc: 0.9487 - val_loss: 0.2554 - val_auc: 0.9472 - 374ms/epoch - 3ms/step
Epoch 1227/10000
124/124 - 0s - loss: 0.2502 - auc: 0.9489 - val_loss: 0.2553 - val_auc: 0.9472 - 327ms/epoch - 3ms/step
Epoch 1228/10000
124/124 - 0s - loss: 0.2502 - auc: 0.9490 - val_loss: 0.2553 - val_auc: 0.9471 - 376ms/epoch - 3ms/step
Epoch 1229/10000
124/124 - 0s - loss: 0.2504 - auc: 0.9488 - val_loss: 0.2555 - val_auc: 0.9470 - 337ms/epoch - 3ms/step
Epoch 1230/10000
124/124 - 0s - loss: 0.2502 - auc: 0.9489 - val_loss: 0.2553 - val_auc: 0.9472 - 358ms/epoch - 3ms/step
Epoch 1231/10000
124/124 - 0s - loss: 0.2501 - auc: 0.9490 - val_loss: 0.2551 - val_auc: 0.9468 - 325ms/epoch - 3ms/step
Epoch 1232/10000
124/124 - 0s - loss: 0.2500 - auc: 0.9491 - val_loss: 0.2552 - val_auc: 0.9473 - 396ms/epoch - 3ms/step
Epoch 1233/10000
124/124 - 0s - loss: 0.2501 - auc: 0.9489 - val_loss: 0.2552 - val_auc: 0.9473 - 375ms/epoch - 3ms/step
Epoch 1234/10000
124/124 - 0s - loss: 0.2500 - auc: 0.9490 - val_loss: 0.2552 - val_auc: 0.9472 - 340ms/epoch - 3ms/step
Epoch 1235/10000
124/124 - 0s - loss: 0.2500 - auc: 0.9490 - val_loss: 0.2552 - val_auc: 0.9472 - 370ms/epoch - 3ms/step
Epoch 1236/10000
124/124 - 0s - loss: 0.2499 - auc: 0.9491 - val_loss: 0.2552 - val_auc: 0.9472 - 382ms/epoch - 3ms/step
Epoch 1237/10000
124/124 - 0s - loss: 0.2499 - auc: 0.9491 - val_loss: 0.2552 - val_auc: 0.9472 - 337ms/epoch - 3ms/step
Epoch 1238/10000
124/124 - 0s - loss: 0.2499 - auc: 0.9490 - val_loss: 0.2552 - val_auc: 0.9472 - 373ms/epoch - 3ms/step
Epoch 1239/10000
124/124 - 0s - loss: 0.2499 - auc: 0.9491 - val_loss: 0.2550 - val_auc: 0.9474 - 377ms/epoch - 3ms/step
Epoch 1240/10000
124/124 - 0s - loss: 0.2499 - auc: 0.9492 - val_loss: 0.2551 - val_auc: 0.9472 - 331ms/epoch - 3ms/step
Epoch 1241/10000
124/124 - 0s - loss: 0.2498 - auc: 0.9492 - val_loss: 0.2550 - val_auc: 0.9473 - 378ms/epoch - 3ms/step
Epoch 1242/10000
124/124 - 0s - loss: 0.2498 - auc: 0.9490 - val_loss: 0.2550 - val_auc: 0.9473 - 333ms/epoch - 3ms/step
Epoch 1243/10000
124/124 - 0s - loss: 0.2498 - auc: 0.9491 - val_loss: 0.2548 - val_auc: 0.9471 - 369ms/epoch - 3ms/step
Epoch 1244/10000
124/124 - 0s - loss: 0.2497 - auc: 0.9491 - val_loss: 0.2548 - val_auc: 0.9472 - 382ms/epoch - 3ms/step
Epoch 1245/10000
124/124 - 0s - loss: 0.2497 - auc: 0.9491 - val_loss: 0.2548 - val_auc: 0.9472 - 332ms/epoch - 3ms/step
Epoch 1246/10000
124/124 - 0s - loss: 0.2497 - auc: 0.9491 - val_loss: 0.2547 - val_auc: 0.9470 - 392ms/epoch - 3ms/step
Epoch 1247/10000
124/124 - 0s - loss: 0.2496 - auc: 0.9492 - val_loss: 0.2547 - val_auc: 0.9471 - 389ms/epoch - 3ms/step
Epoch 1248/10000
124/124 - 0s - loss: 0.2495 - auc: 0.9491 - val_loss: 0.2549 - val_auc: 0.9474 - 383ms/epoch - 3ms/step
Epoch 1249/10000
124/124 - 0s - loss: 0.2496 - auc: 0.9491 - val_loss: 0.2548 - val_auc: 0.9474 - 339ms/epoch - 3ms/step
Epoch 1250/10000
124/124 - 0s - loss: 0.2496 - auc: 0.9491 - val_loss: 0.2546 - val_auc: 0.9469 - 368ms/epoch - 3ms/step
Epoch 1251/10000
124/124 - 0s - loss: 0.2495 - auc: 0.9493 - val_loss: 0.2549 - val_auc: 0.9472 - 380ms/epoch - 3ms/step
Epoch 1252/10000
124/124 - 0s - loss: 0.2496 - auc: 0.9492 - val_loss: 0.2549 - val_auc: 0.9474 - 335ms/epoch - 3ms/step
Epoch 1253/10000
124/124 - 0s - loss: 0.2494 - auc: 0.9492 - val_loss: 0.2547 - val_auc: 0.9475 - 374ms/epoch - 3ms/step
Epoch 1254/10000
124/124 - 0s - loss: 0.2494 - auc: 0.9494 - val_loss: 0.2545 - val_auc: 0.9474 - 384ms/epoch - 3ms/step
Epoch 1255/10000
124/124 - 0s - loss: 0.2494 - auc: 0.9493 - val_loss: 0.2545 - val_auc: 0.9471 - 382ms/epoch - 3ms/step
Epoch 1256/10000
124/124 - 0s - loss: 0.2494 - auc: 0.9493 - val_loss: 0.2545 - val_auc: 0.9475 - 334ms/epoch - 3ms/step
Epoch 1257/10000
124/124 - 0s - loss: 0.2492 - auc: 0.9496 - val_loss: 0.2547 - val_auc: 0.9474 - 375ms/epoch - 3ms/step
Epoch 1258/10000
124/124 - 0s - loss: 0.2492 - auc: 0.9491 - val_loss: 0.2546 - val_auc: 0.9476 - 340ms/epoch - 3ms/step
Epoch 1259/10000
124/124 - 0s - loss: 0.2493 - auc: 0.9493 - val_loss: 0.2545 - val_auc: 0.9476 - 388ms/epoch - 3ms/step
Epoch 1260/10000
124/124 - 0s - loss: 0.2491 - auc: 0.9494 - val_loss: 0.2546 - val_auc: 0.9474 - 391ms/epoch - 3ms/step
Epoch 1261/10000
124/124 - 0s - loss: 0.2491 - auc: 0.9495 - val_loss: 0.2543 - val_auc: 0.9476 - 394ms/epoch - 3ms/step
Epoch 1262/10000
124/124 - 0s - loss: 0.2492 - auc: 0.9495 - val_loss: 0.2544 - val_auc: 0.9476 - 395ms/epoch - 3ms/step
Epoch 1263/10000
124/124 - 0s - loss: 0.2492 - auc: 0.9495 - val_loss: 0.2544 - val_auc: 0.9477 - 394ms/epoch - 3ms/step
Epoch 1264/10000
124/124 - 0s - loss: 0.2490 - auc: 0.9494 - val_loss: 0.2543 - val_auc: 0.9476 - 382ms/epoch - 3ms/step
Epoch 1265/10000
124/124 - 0s - loss: 0.2491 - auc: 0.9493 - val_loss: 0.2542 - val_auc: 0.9476 - 384ms/epoch - 3ms/step
Epoch 1266/10000
124/124 - 0s - loss: 0.2491 - auc: 0.9494 - val_loss: 0.2543 - val_auc: 0.9478 - 334ms/epoch - 3ms/step
Epoch 1267/10000
124/124 - 0s - loss: 0.2490 - auc: 0.9495 - val_loss: 0.2541 - val_auc: 0.9476 - 378ms/epoch - 3ms/step
Epoch 1268/10000
124/124 - 0s - loss: 0.2491 - auc: 0.9495 - val_loss: 0.2541 - val_auc: 0.9476 - 336ms/epoch - 3ms/step
Epoch 1269/10000
124/124 - 0s - loss: 0.2489 - auc: 0.9494 - val_loss: 0.2543 - val_auc: 0.9475 - 367ms/epoch - 3ms/step
Epoch 1270/10000
124/124 - 0s - loss: 0.2490 - auc: 0.9494 - val_loss: 0.2542 - val_auc: 0.9479 - 378ms/epoch - 3ms/step
Epoch 1271/10000
124/124 - 0s - loss: 0.2489 - auc: 0.9495 - val_loss: 0.2543 - val_auc: 0.9476 - 331ms/epoch - 3ms/step
Epoch 1272/10000
124/124 - 0s - loss: 0.2489 - auc: 0.9495 - val_loss: 0.2540 - val_auc: 0.9477 - 382ms/epoch - 3ms/step
Epoch 1273/10000
124/124 - 0s - loss: 0.2488 - auc: 0.9496 - val_loss: 0.2542 - val_auc: 0.9477 - 381ms/epoch - 3ms/step
Epoch 1274/10000
124/124 - 0s - loss: 0.2487 - auc: 0.9495 - val_loss: 0.2541 - val_auc: 0.9478 - 340ms/epoch - 3ms/step
Epoch 1275/10000
124/124 - 0s - loss: 0.2488 - auc: 0.9495 - val_loss: 0.2541 - val_auc: 0.9478 - 390ms/epoch - 3ms/step
Epoch 1276/10000
124/124 - 0s - loss: 0.2487 - auc: 0.9497 - val_loss: 0.2541 - val_auc: 0.9478 - 383ms/epoch - 3ms/step
Epoch 1277/10000
124/124 - 0s - loss: 0.2487 - auc: 0.9496 - val_loss: 0.2539 - val_auc: 0.9478 - 385ms/epoch - 3ms/step
Epoch 1278/10000
124/124 - 0s - loss: 0.2486 - auc: 0.9497 - val_loss: 0.2540 - val_auc: 0.9479 - 394ms/epoch - 3ms/step
Epoch 1279/10000
124/124 - 0s - loss: 0.2487 - auc: 0.9495 - val_loss: 0.2539 - val_auc: 0.9479 - 391ms/epoch - 3ms/step
Epoch 1280/10000
124/124 - 0s - loss: 0.2486 - auc: 0.9496 - val_loss: 0.2539 - val_auc: 0.9480 - 347ms/epoch - 3ms/step
Epoch 1281/10000
124/124 - 0s - loss: 0.2486 - auc: 0.9496 - val_loss: 0.2539 - val_auc: 0.9479 - 380ms/epoch - 3ms/step
Epoch 1282/10000
124/124 - 0s - loss: 0.2485 - auc: 0.9498 - val_loss: 0.2539 - val_auc: 0.9479 - 392ms/epoch - 3ms/step
Epoch 1283/10000
124/124 - 0s - loss: 0.2485 - auc: 0.9498 - val_loss: 0.2541 - val_auc: 0.9478 - 393ms/epoch - 3ms/step
Epoch 1284/10000
124/124 - 0s - loss: 0.2485 - auc: 0.9498 - val_loss: 0.2538 - val_auc: 0.9479 - 393ms/epoch - 3ms/step
Epoch 1285/10000
124/124 - 0s - loss: 0.2484 - auc: 0.9497 - val_loss: 0.2538 - val_auc: 0.9479 - 401ms/epoch - 3ms/step
Epoch 1286/10000
124/124 - 0s - loss: 0.2484 - auc: 0.9496 - val_loss: 0.2540 - val_auc: 0.9477 - 392ms/epoch - 3ms/step
Epoch 1287/10000
124/124 - 0s - loss: 0.2484 - auc: 0.9498 - val_loss: 0.2537 - val_auc: 0.9480 - 391ms/epoch - 3ms/step
Epoch 1288/10000
124/124 - 0s - loss: 0.2483 - auc: 0.9498 - val_loss: 0.2537 - val_auc: 0.9480 - 387ms/epoch - 3ms/step
Epoch 1289/10000
124/124 - 0s - loss: 0.2484 - auc: 0.9498 - val_loss: 0.2539 - val_auc: 0.9478 - 347ms/epoch - 3ms/step
Epoch 1290/10000
124/124 - 0s - loss: 0.2484 - auc: 0.9496 - val_loss: 0.2539 - val_auc: 0.9479 - 373ms/epoch - 3ms/step
Epoch 1291/10000
124/124 - 0s - loss: 0.2485 - auc: 0.9497 - val_loss: 0.2537 - val_auc: 0.9480 - 386ms/epoch - 3ms/step
Epoch 1292/10000
124/124 - 0s - loss: 0.2484 - auc: 0.9496 - val_loss: 0.2538 - val_auc: 0.9479 - 383ms/epoch - 3ms/step
Epoch 1293/10000
124/124 - 0s - loss: 0.2483 - auc: 0.9497 - val_loss: 0.2537 - val_auc: 0.9481 - 336ms/epoch - 3ms/step
Epoch 1294/10000
124/124 - 0s - loss: 0.2482 - auc: 0.9499 - val_loss: 0.2536 - val_auc: 0.9481 - 383ms/epoch - 3ms/step
Epoch 1295/10000
124/124 - 0s - loss: 0.2482 - auc: 0.9498 - val_loss: 0.2536 - val_auc: 0.9481 - 387ms/epoch - 3ms/step
Epoch 1296/10000
124/124 - 0s - loss: 0.2482 - auc: 0.9498 - val_loss: 0.2537 - val_auc: 0.9480 - 338ms/epoch - 3ms/step
Epoch 1297/10000
124/124 - 0s - loss: 0.2483 - auc: 0.9498 - val_loss: 0.2538 - val_auc: 0.9479 - 370ms/epoch - 3ms/step
Epoch 1298/10000
124/124 - 0s - loss: 0.2481 - auc: 0.9498 - val_loss: 0.2534 - val_auc: 0.9481 - 382ms/epoch - 3ms/step
Epoch 1299/10000
124/124 - 0s - loss: 0.2480 - auc: 0.9499 - val_loss: 0.2534 - val_auc: 0.9482 - 343ms/epoch - 3ms/step
Epoch 1300/10000
124/124 - 0s - loss: 0.2479 - auc: 0.9499 - val_loss: 0.2534 - val_auc: 0.9482 - 373ms/epoch - 3ms/step
Epoch 1301/10000
124/124 - 0s - loss: 0.2480 - auc: 0.9499 - val_loss: 0.2534 - val_auc: 0.9481 - 380ms/epoch - 3ms/step
Epoch 1302/10000
124/124 - 0s - loss: 0.2480 - auc: 0.9498 - val_loss: 0.2533 - val_auc: 0.9481 - 327ms/epoch - 3ms/step
Epoch 1303/10000
124/124 - 0s - loss: 0.2480 - auc: 0.9500 - val_loss: 0.2534 - val_auc: 0.9481 - 384ms/epoch - 3ms/step
Epoch 1304/10000
124/124 - 0s - loss: 0.2480 - auc: 0.9498 - val_loss: 0.2534 - val_auc: 0.9483 - 385ms/epoch - 3ms/step
Epoch 1305/10000
124/124 - 0s - loss: 0.2479 - auc: 0.9500 - val_loss: 0.2532 - val_auc: 0.9481 - 338ms/epoch - 3ms/step
Epoch 1306/10000
124/124 - 0s - loss: 0.2479 - auc: 0.9497 - val_loss: 0.2533 - val_auc: 0.9482 - 366ms/epoch - 3ms/step
Epoch 1307/10000
124/124 - 0s - loss: 0.2480 - auc: 0.9499 - val_loss: 0.2534 - val_auc: 0.9482 - 379ms/epoch - 3ms/step
Epoch 1308/10000
124/124 - 0s - loss: 0.2478 - auc: 0.9499 - val_loss: 0.2532 - val_auc: 0.9482 - 328ms/epoch - 3ms/step
Epoch 1309/10000
124/124 - 0s - loss: 0.2478 - auc: 0.9500 - val_loss: 0.2533 - val_auc: 0.9483 - 382ms/epoch - 3ms/step
Epoch 1310/10000
124/124 - 0s - loss: 0.2478 - auc: 0.9501 - val_loss: 0.2532 - val_auc: 0.9482 - 329ms/epoch - 3ms/step
Epoch 1311/10000
124/124 - 0s - loss: 0.2477 - auc: 0.9500 - val_loss: 0.2533 - val_auc: 0.9483 - 364ms/epoch - 3ms/step
Epoch 1312/10000
124/124 - 0s - loss: 0.2477 - auc: 0.9500 - val_loss: 0.2533 - val_auc: 0.9482 - 383ms/epoch - 3ms/step
Epoch 1313/10000
124/124 - 0s - loss: 0.2477 - auc: 0.9501 - val_loss: 0.2532 - val_auc: 0.9483 - 352ms/epoch - 3ms/step
Epoch 1314/10000
124/124 - 0s - loss: 0.2477 - auc: 0.9501 - val_loss: 0.2531 - val_auc: 0.9483 - 337ms/epoch - 3ms/step
Epoch 1315/10000
124/124 - 0s - loss: 0.2476 - auc: 0.9502 - val_loss: 0.2531 - val_auc: 0.9484 - 386ms/epoch - 3ms/step
Epoch 1316/10000
124/124 - 0s - loss: 0.2476 - auc: 0.9501 - val_loss: 0.2530 - val_auc: 0.9484 - 389ms/epoch - 3ms/step
Epoch 1317/10000
124/124 - 0s - loss: 0.2475 - auc: 0.9501 - val_loss: 0.2530 - val_auc: 0.9484 - 337ms/epoch - 3ms/step
Epoch 1318/10000
124/124 - 0s - loss: 0.2477 - auc: 0.9500 - val_loss: 0.2530 - val_auc: 0.9484 - 376ms/epoch - 3ms/step
Epoch 1319/10000
124/124 - 0s - loss: 0.2474 - auc: 0.9502 - val_loss: 0.2529 - val_auc: 0.9485 - 378ms/epoch - 3ms/step
Epoch 1320/10000
124/124 - 0s - loss: 0.2475 - auc: 0.9501 - val_loss: 0.2529 - val_auc: 0.9484 - 388ms/epoch - 3ms/step
Epoch 1321/10000
124/124 - 0s - loss: 0.2474 - auc: 0.9503 - val_loss: 0.2530 - val_auc: 0.9484 - 396ms/epoch - 3ms/step
Epoch 1322/10000
124/124 - 0s - loss: 0.2473 - auc: 0.9501 - val_loss: 0.2530 - val_auc: 0.9483 - 341ms/epoch - 3ms/step
Epoch 1323/10000
124/124 - 0s - loss: 0.2473 - auc: 0.9502 - val_loss: 0.2529 - val_auc: 0.9485 - 372ms/epoch - 3ms/step
Epoch 1324/10000
124/124 - 0s - loss: 0.2473 - auc: 0.9502 - val_loss: 0.2529 - val_auc: 0.9484 - 379ms/epoch - 3ms/step
Epoch 1325/10000
124/124 - 0s - loss: 0.2473 - auc: 0.9501 - val_loss: 0.2529 - val_auc: 0.9484 - 329ms/epoch - 3ms/step
Epoch 1326/10000
124/124 - 0s - loss: 0.2473 - auc: 0.9502 - val_loss: 0.2528 - val_auc: 0.9484 - 384ms/epoch - 3ms/step
Epoch 1327/10000
124/124 - 0s - loss: 0.2473 - auc: 0.9501 - val_loss: 0.2527 - val_auc: 0.9484 - 379ms/epoch - 3ms/step
Epoch 1328/10000
124/124 - 0s - loss: 0.2472 - auc: 0.9503 - val_loss: 0.2528 - val_auc: 0.9486 - 324ms/epoch - 3ms/step
Epoch 1329/10000
124/124 - 0s - loss: 0.2472 - auc: 0.9502 - val_loss: 0.2528 - val_auc: 0.9485 - 390ms/epoch - 3ms/step
Epoch 1330/10000
124/124 - 0s - loss: 0.2472 - auc: 0.9504 - val_loss: 0.2531 - val_auc: 0.9485 - 395ms/epoch - 3ms/step
Epoch 1331/10000
124/124 - 0s - loss: 0.2472 - auc: 0.9503 - val_loss: 0.2526 - val_auc: 0.9487 - 394ms/epoch - 3ms/step
Epoch 1332/10000
124/124 - 0s - loss: 0.2473 - auc: 0.9503 - val_loss: 0.2526 - val_auc: 0.9486 - 388ms/epoch - 3ms/step
Epoch 1333/10000
124/124 - 0s - loss: 0.2472 - auc: 0.9500 - val_loss: 0.2525 - val_auc: 0.9486 - 337ms/epoch - 3ms/step
Epoch 1334/10000
124/124 - 0s - loss: 0.2471 - auc: 0.9503 - val_loss: 0.2525 - val_auc: 0.9486 - 384ms/epoch - 3ms/step
Epoch 1335/10000
124/124 - 0s - loss: 0.2470 - auc: 0.9504 - val_loss: 0.2526 - val_auc: 0.9487 - 392ms/epoch - 3ms/step
Epoch 1336/10000
124/124 - 0s - loss: 0.2470 - auc: 0.9504 - val_loss: 0.2526 - val_auc: 0.9486 - 382ms/epoch - 3ms/step
Epoch 1337/10000
124/124 - 0s - loss: 0.2469 - auc: 0.9503 - val_loss: 0.2525 - val_auc: 0.9488 - 338ms/epoch - 3ms/step
Epoch 1338/10000
124/124 - 0s - loss: 0.2470 - auc: 0.9505 - val_loss: 0.2524 - val_auc: 0.9487 - 365ms/epoch - 3ms/step
Epoch 1339/10000
124/124 - 0s - loss: 0.2469 - auc: 0.9505 - val_loss: 0.2526 - val_auc: 0.9485 - 380ms/epoch - 3ms/step
Epoch 1340/10000
124/124 - 0s - loss: 0.2469 - auc: 0.9503 - val_loss: 0.2527 - val_auc: 0.9486 - 329ms/epoch - 3ms/step
Epoch 1341/10000
124/124 - 0s - loss: 0.2469 - auc: 0.9505 - val_loss: 0.2528 - val_auc: 0.9487 - 366ms/epoch - 3ms/step
Epoch 1342/10000
124/124 - 0s - loss: 0.2469 - auc: 0.9504 - val_loss: 0.2525 - val_auc: 0.9487 - 319ms/epoch - 3ms/step
Epoch 1343/10000
124/124 - 0s - loss: 0.2469 - auc: 0.9505 - val_loss: 0.2523 - val_auc: 0.9489 - 375ms/epoch - 3ms/step
Epoch 1344/10000
124/124 - 0s - loss: 0.2467 - auc: 0.9503 - val_loss: 0.2523 - val_auc: 0.9488 - 326ms/epoch - 3ms/step
Epoch 1345/10000
124/124 - 0s - loss: 0.2468 - auc: 0.9503 - val_loss: 0.2526 - val_auc: 0.9488 - 378ms/epoch - 3ms/step
Epoch 1346/10000
124/124 - 0s - loss: 0.2467 - auc: 0.9503 - val_loss: 0.2523 - val_auc: 0.9489 - 353ms/epoch - 3ms/step
Epoch 1347/10000
124/124 - 0s - loss: 0.2467 - auc: 0.9506 - val_loss: 0.2526 - val_auc: 0.9488 - 353ms/epoch - 3ms/step
Epoch 1348/10000
124/124 - 0s - loss: 0.2467 - auc: 0.9506 - val_loss: 0.2522 - val_auc: 0.9489 - 324ms/epoch - 3ms/step
Epoch 1349/10000
124/124 - 0s - loss: 0.2466 - auc: 0.9505 - val_loss: 0.2522 - val_auc: 0.9489 - 375ms/epoch - 3ms/step
Epoch 1350/10000
124/124 - 0s - loss: 0.2466 - auc: 0.9505 - val_loss: 0.2522 - val_auc: 0.9488 - 331ms/epoch - 3ms/step
Epoch 1351/10000
124/124 - 0s - loss: 0.2466 - auc: 0.9505 - val_loss: 0.2522 - val_auc: 0.9487 - 332ms/epoch - 3ms/step
Epoch 1352/10000
124/124 - 0s - loss: 0.2465 - auc: 0.9505 - val_loss: 0.2523 - val_auc: 0.9486 - 374ms/epoch - 3ms/step
Epoch 1353/10000
124/124 - 0s - loss: 0.2466 - auc: 0.9505 - val_loss: 0.2521 - val_auc: 0.9489 - 328ms/epoch - 3ms/step
Epoch 1354/10000
124/124 - 0s - loss: 0.2466 - auc: 0.9505 - val_loss: 0.2520 - val_auc: 0.9491 - 371ms/epoch - 3ms/step
Epoch 1355/10000
124/124 - 0s - loss: 0.2465 - auc: 0.9507 - val_loss: 0.2520 - val_auc: 0.9490 - 326ms/epoch - 3ms/step
Epoch 1356/10000
124/124 - 0s - loss: 0.2465 - auc: 0.9506 - val_loss: 0.2520 - val_auc: 0.9489 - 375ms/epoch - 3ms/step
Epoch 1357/10000
124/124 - 0s - loss: 0.2464 - auc: 0.9506 - val_loss: 0.2521 - val_auc: 0.9489 - 334ms/epoch - 3ms/step
Epoch 1358/10000
124/124 - 0s - loss: 0.2464 - auc: 0.9506 - val_loss: 0.2522 - val_auc: 0.9489 - 370ms/epoch - 3ms/step
Epoch 1359/10000
124/124 - 0s - loss: 0.2463 - auc: 0.9506 - val_loss: 0.2520 - val_auc: 0.9492 - 381ms/epoch - 3ms/step
Epoch 1360/10000
124/124 - 0s - loss: 0.2463 - auc: 0.9507 - val_loss: 0.2522 - val_auc: 0.9488 - 341ms/epoch - 3ms/step
Epoch 1361/10000
124/124 - 0s - loss: 0.2463 - auc: 0.9507 - val_loss: 0.2520 - val_auc: 0.9491 - 372ms/epoch - 3ms/step
Epoch 1362/10000
124/124 - 0s - loss: 0.2463 - auc: 0.9507 - val_loss: 0.2519 - val_auc: 0.9491 - 376ms/epoch - 3ms/step
Epoch 1363/10000
124/124 - 0s - loss: 0.2463 - auc: 0.9507 - val_loss: 0.2519 - val_auc: 0.9491 - 346ms/epoch - 3ms/step
Epoch 1364/10000
124/124 - 0s - loss: 0.2464 - auc: 0.9505 - val_loss: 0.2519 - val_auc: 0.9491 - 377ms/epoch - 3ms/step
Epoch 1365/10000
124/124 - 0s - loss: 0.2462 - auc: 0.9507 - val_loss: 0.2520 - val_auc: 0.9490 - 385ms/epoch - 3ms/step
Epoch 1366/10000
124/124 - 0s - loss: 0.2462 - auc: 0.9507 - val_loss: 0.2518 - val_auc: 0.9491 - 386ms/epoch - 3ms/step
Epoch 1367/10000
124/124 - 0s - loss: 0.2461 - auc: 0.9506 - val_loss: 0.2518 - val_auc: 0.9490 - 392ms/epoch - 3ms/step
Epoch 1368/10000
124/124 - 0s - loss: 0.2461 - auc: 0.9508 - val_loss: 0.2517 - val_auc: 0.9491 - 344ms/epoch - 3ms/step
Epoch 1369/10000
124/124 - 0s - loss: 0.2462 - auc: 0.9508 - val_loss: 0.2517 - val_auc: 0.9491 - 376ms/epoch - 3ms/step
Epoch 1370/10000
124/124 - 0s - loss: 0.2460 - auc: 0.9508 - val_loss: 0.2517 - val_auc: 0.9492 - 385ms/epoch - 3ms/step
Epoch 1371/10000
124/124 - 0s - loss: 0.2460 - auc: 0.9507 - val_loss: 0.2515 - val_auc: 0.9492 - 353ms/epoch - 3ms/step
Epoch 1372/10000
124/124 - 0s - loss: 0.2460 - auc: 0.9507 - val_loss: 0.2517 - val_auc: 0.9492 - 355ms/epoch - 3ms/step
Epoch 1373/10000
124/124 - 0s - loss: 0.2459 - auc: 0.9508 - val_loss: 0.2516 - val_auc: 0.9492 - 377ms/epoch - 3ms/step
Epoch 1374/10000
124/124 - 0s - loss: 0.2459 - auc: 0.9511 - val_loss: 0.2518 - val_auc: 0.9490 - 323ms/epoch - 3ms/step
Epoch 1375/10000
124/124 - 0s - loss: 0.2461 - auc: 0.9508 - val_loss: 0.2516 - val_auc: 0.9492 - 375ms/epoch - 3ms/step
Epoch 1376/10000
124/124 - 0s - loss: 0.2458 - auc: 0.9508 - val_loss: 0.2515 - val_auc: 0.9491 - 335ms/epoch - 3ms/step
Epoch 1377/10000
124/124 - 0s - loss: 0.2459 - auc: 0.9508 - val_loss: 0.2516 - val_auc: 0.9492 - 378ms/epoch - 3ms/step
Epoch 1378/10000
124/124 - 0s - loss: 0.2458 - auc: 0.9508 - val_loss: 0.2516 - val_auc: 0.9493 - 383ms/epoch - 3ms/step
Epoch 1379/10000
124/124 - 0s - loss: 0.2458 - auc: 0.9508 - val_loss: 0.2514 - val_auc: 0.9492 - 334ms/epoch - 3ms/step
Epoch 1380/10000
124/124 - 0s - loss: 0.2457 - auc: 0.9509 - val_loss: 0.2517 - val_auc: 0.9491 - 369ms/epoch - 3ms/step
Epoch 1381/10000
124/124 - 0s - loss: 0.2458 - auc: 0.9509 - val_loss: 0.2516 - val_auc: 0.9492 - 380ms/epoch - 3ms/step
Epoch 1382/10000
124/124 - 0s - loss: 0.2457 - auc: 0.9509 - val_loss: 0.2515 - val_auc: 0.9493 - 333ms/epoch - 3ms/step
Epoch 1383/10000
124/124 - 0s - loss: 0.2457 - auc: 0.9510 - val_loss: 0.2514 - val_auc: 0.9494 - 375ms/epoch - 3ms/step
Epoch 1384/10000
124/124 - 0s - loss: 0.2457 - auc: 0.9509 - val_loss: 0.2515 - val_auc: 0.9492 - 334ms/epoch - 3ms/step
Epoch 1385/10000
124/124 - 0s - loss: 0.2456 - auc: 0.9509 - val_loss: 0.2513 - val_auc: 0.9493 - 365ms/epoch - 3ms/step
Epoch 1386/10000
124/124 - 0s - loss: 0.2456 - auc: 0.9510 - val_loss: 0.2513 - val_auc: 0.9495 - 330ms/epoch - 3ms/step
Epoch 1387/10000
124/124 - 0s - loss: 0.2457 - auc: 0.9509 - val_loss: 0.2514 - val_auc: 0.9493 - 365ms/epoch - 3ms/step
Epoch 1388/10000
124/124 - 0s - loss: 0.2455 - auc: 0.9510 - val_loss: 0.2513 - val_auc: 0.9495 - 377ms/epoch - 3ms/step
Epoch 1389/10000
124/124 - 0s - loss: 0.2454 - auc: 0.9510 - val_loss: 0.2512 - val_auc: 0.9494 - 341ms/epoch - 3ms/step
Epoch 1390/10000
124/124 - 0s - loss: 0.2454 - auc: 0.9511 - val_loss: 0.2513 - val_auc: 0.9493 - 382ms/epoch - 3ms/step
Epoch 1391/10000
124/124 - 0s - loss: 0.2455 - auc: 0.9509 - val_loss: 0.2513 - val_auc: 0.9496 - 385ms/epoch - 3ms/step
Epoch 1392/10000
124/124 - 0s - loss: 0.2455 - auc: 0.9508 - val_loss: 0.2511 - val_auc: 0.9495 - 385ms/epoch - 3ms/step
Epoch 1393/10000
124/124 - 0s - loss: 0.2454 - auc: 0.9511 - val_loss: 0.2514 - val_auc: 0.9493 - 392ms/epoch - 3ms/step
Epoch 1394/10000
124/124 - 0s - loss: 0.2454 - auc: 0.9510 - val_loss: 0.2512 - val_auc: 0.9494 - 398ms/epoch - 3ms/step
Epoch 1395/10000
124/124 - 0s - loss: 0.2453 - auc: 0.9511 - val_loss: 0.2513 - val_auc: 0.9494 - 418ms/epoch - 3ms/step
Epoch 1396/10000
124/124 - 0s - loss: 0.2454 - auc: 0.9511 - val_loss: 0.2511 - val_auc: 0.9495 - 494ms/epoch - 4ms/step
Epoch 1397/10000
124/124 - 0s - loss: 0.2453 - auc: 0.9510 - val_loss: 0.2510 - val_auc: 0.9496 - 415ms/epoch - 3ms/step
Epoch 1398/10000
124/124 - 0s - loss: 0.2453 - auc: 0.9510 - val_loss: 0.2510 - val_auc: 0.9495 - 383ms/epoch - 3ms/step
Epoch 1399/10000
124/124 - 0s - loss: 0.2452 - auc: 0.9511 - val_loss: 0.2510 - val_auc: 0.9495 - 378ms/epoch - 3ms/step
Epoch 1400/10000
124/124 - 0s - loss: 0.2453 - auc: 0.9511 - val_loss: 0.2511 - val_auc: 0.9496 - 329ms/epoch - 3ms/step
Epoch 1401/10000
124/124 - 0s - loss: 0.2452 - auc: 0.9512 - val_loss: 0.2511 - val_auc: 0.9496 - 379ms/epoch - 3ms/step
Epoch 1402/10000
124/124 - 0s - loss: 0.2452 - auc: 0.9509 - val_loss: 0.2509 - val_auc: 0.9497 - 337ms/epoch - 3ms/step
Epoch 1403/10000
124/124 - 0s - loss: 0.2452 - auc: 0.9512 - val_loss: 0.2509 - val_auc: 0.9496 - 371ms/epoch - 3ms/step
Epoch 1404/10000
124/124 - 0s - loss: 0.2451 - auc: 0.9512 - val_loss: 0.2510 - val_auc: 0.9497 - 328ms/epoch - 3ms/step
Epoch 1405/10000
124/124 - 0s - loss: 0.2450 - auc: 0.9511 - val_loss: 0.2509 - val_auc: 0.9496 - 329ms/epoch - 3ms/step
Epoch 1406/10000
124/124 - 0s - loss: 0.2450 - auc: 0.9512 - val_loss: 0.2509 - val_auc: 0.9497 - 372ms/epoch - 3ms/step
Epoch 1407/10000
124/124 - 0s - loss: 0.2450 - auc: 0.9511 - val_loss: 0.2508 - val_auc: 0.9497 - 326ms/epoch - 3ms/step
Epoch 1408/10000
124/124 - 0s - loss: 0.2450 - auc: 0.9512 - val_loss: 0.2508 - val_auc: 0.9497 - 376ms/epoch - 3ms/step
Epoch 1409/10000
124/124 - 0s - loss: 0.2449 - auc: 0.9513 - val_loss: 0.2509 - val_auc: 0.9495 - 322ms/epoch - 3ms/step
Epoch 1410/10000
124/124 - 0s - loss: 0.2449 - auc: 0.9512 - val_loss: 0.2507 - val_auc: 0.9497 - 376ms/epoch - 3ms/step
Epoch 1411/10000
124/124 - 0s - loss: 0.2449 - auc: 0.9511 - val_loss: 0.2507 - val_auc: 0.9497 - 332ms/epoch - 3ms/step
Epoch 1412/10000
124/124 - 0s - loss: 0.2449 - auc: 0.9512 - val_loss: 0.2509 - val_auc: 0.9497 - 376ms/epoch - 3ms/step
Epoch 1413/10000
124/124 - 0s - loss: 0.2449 - auc: 0.9514 - val_loss: 0.2506 - val_auc: 0.9498 - 378ms/epoch - 3ms/step
Epoch 1414/10000
124/124 - 0s - loss: 0.2449 - auc: 0.9514 - val_loss: 0.2507 - val_auc: 0.9498 - 338ms/epoch - 3ms/step
Epoch 1415/10000
124/124 - 0s - loss: 0.2449 - auc: 0.9513 - val_loss: 0.2507 - val_auc: 0.9498 - 382ms/epoch - 3ms/step
Epoch 1416/10000
124/124 - 0s - loss: 0.2449 - auc: 0.9511 - val_loss: 0.2508 - val_auc: 0.9497 - 375ms/epoch - 3ms/step
Epoch 1417/10000
124/124 - 0s - loss: 0.2449 - auc: 0.9512 - val_loss: 0.2508 - val_auc: 0.9497 - 334ms/epoch - 3ms/step
Epoch 1418/10000
124/124 - 0s - loss: 0.2448 - auc: 0.9513 - val_loss: 0.2506 - val_auc: 0.9499 - 377ms/epoch - 3ms/step
Epoch 1419/10000
124/124 - 0s - loss: 0.2447 - auc: 0.9513 - val_loss: 0.2506 - val_auc: 0.9498 - 378ms/epoch - 3ms/step
Epoch 1420/10000
124/124 - 0s - loss: 0.2447 - auc: 0.9512 - val_loss: 0.2506 - val_auc: 0.9498 - 325ms/epoch - 3ms/step
Epoch 1421/10000
124/124 - 0s - loss: 0.2446 - auc: 0.9514 - val_loss: 0.2505 - val_auc: 0.9499 - 391ms/epoch - 3ms/step
Epoch 1422/10000
124/124 - 0s - loss: 0.2446 - auc: 0.9514 - val_loss: 0.2505 - val_auc: 0.9500 - 395ms/epoch - 3ms/step
Epoch 1423/10000
124/124 - 0s - loss: 0.2447 - auc: 0.9513 - val_loss: 0.2504 - val_auc: 0.9499 - 379ms/epoch - 3ms/step
Epoch 1424/10000
124/124 - 0s - loss: 0.2448 - auc: 0.9512 - val_loss: 0.2504 - val_auc: 0.9500 - 328ms/epoch - 3ms/step
Epoch 1425/10000
124/124 - 0s - loss: 0.2446 - auc: 0.9514 - val_loss: 0.2504 - val_auc: 0.9499 - 381ms/epoch - 3ms/step
Epoch 1426/10000
124/124 - 0s - loss: 0.2446 - auc: 0.9514 - val_loss: 0.2504 - val_auc: 0.9500 - 333ms/epoch - 3ms/step
Epoch 1427/10000
124/124 - 0s - loss: 0.2445 - auc: 0.9514 - val_loss: 0.2504 - val_auc: 0.9500 - 367ms/epoch - 3ms/step
Epoch 1428/10000
124/124 - 0s - loss: 0.2445 - auc: 0.9514 - val_loss: 0.2504 - val_auc: 0.9499 - 331ms/epoch - 3ms/step
Epoch 1429/10000
124/124 - 0s - loss: 0.2445 - auc: 0.9514 - val_loss: 0.2504 - val_auc: 0.9499 - 367ms/epoch - 3ms/step
Epoch 1430/10000
124/124 - 0s - loss: 0.2444 - auc: 0.9515 - val_loss: 0.2503 - val_auc: 0.9500 - 373ms/epoch - 3ms/step
Epoch 1431/10000
124/124 - 0s - loss: 0.2445 - auc: 0.9515 - val_loss: 0.2503 - val_auc: 0.9500 - 328ms/epoch - 3ms/step
Epoch 1432/10000
124/124 - 0s - loss: 0.2443 - auc: 0.9516 - val_loss: 0.2506 - val_auc: 0.9500 - 381ms/epoch - 3ms/step
Epoch 1433/10000
124/124 - 0s - loss: 0.2444 - auc: 0.9515 - val_loss: 0.2502 - val_auc: 0.9499 - 340ms/epoch - 3ms/step
Epoch 1434/10000
124/124 - 0s - loss: 0.2442 - auc: 0.9517 - val_loss: 0.2502 - val_auc: 0.9500 - 373ms/epoch - 3ms/step
Epoch 1435/10000
124/124 - 0s - loss: 0.2445 - auc: 0.9514 - val_loss: 0.2503 - val_auc: 0.9500 - 386ms/epoch - 3ms/step
Epoch 1436/10000
124/124 - 0s - loss: 0.2443 - auc: 0.9514 - val_loss: 0.2501 - val_auc: 0.9500 - 392ms/epoch - 3ms/step
Epoch 1437/10000
124/124 - 0s - loss: 0.2442 - auc: 0.9516 - val_loss: 0.2501 - val_auc: 0.9501 - 389ms/epoch - 3ms/step
Epoch 1438/10000
124/124 - 0s - loss: 0.2441 - auc: 0.9515 - val_loss: 0.2502 - val_auc: 0.9499 - 335ms/epoch - 3ms/step
Epoch 1439/10000
124/124 - 0s - loss: 0.2443 - auc: 0.9515 - val_loss: 0.2501 - val_auc: 0.9500 - 383ms/epoch - 3ms/step
Epoch 1440/10000
124/124 - 0s - loss: 0.2441 - auc: 0.9515 - val_loss: 0.2501 - val_auc: 0.9500 - 384ms/epoch - 3ms/step
Epoch 1441/10000
124/124 - 0s - loss: 0.2442 - auc: 0.9516 - val_loss: 0.2500 - val_auc: 0.9501 - 342ms/epoch - 3ms/step
Epoch 1442/10000
124/124 - 0s - loss: 0.2441 - auc: 0.9517 - val_loss: 0.2500 - val_auc: 0.9502 - 375ms/epoch - 3ms/step
Epoch 1443/10000
124/124 - 0s - loss: 0.2441 - auc: 0.9517 - val_loss: 0.2500 - val_auc: 0.9501 - 397ms/epoch - 3ms/step
Epoch 1444/10000
124/124 - 0s - loss: 0.2441 - auc: 0.9516 - val_loss: 0.2502 - val_auc: 0.9500 - 390ms/epoch - 3ms/step
Epoch 1445/10000
124/124 - 0s - loss: 0.2441 - auc: 0.9515 - val_loss: 0.2501 - val_auc: 0.9501 - 388ms/epoch - 3ms/step
Epoch 1446/10000
124/124 - 0s - loss: 0.2440 - auc: 0.9516 - val_loss: 0.2501 - val_auc: 0.9501 - 385ms/epoch - 3ms/step
Epoch 1447/10000
124/124 - 0s - loss: 0.2440 - auc: 0.9516 - val_loss: 0.2500 - val_auc: 0.9501 - 350ms/epoch - 3ms/step
Epoch 1448/10000
124/124 - 0s - loss: 0.2439 - auc: 0.9517 - val_loss: 0.2500 - val_auc: 0.9501 - 442ms/epoch - 4ms/step
Epoch 1449/10000
124/124 - 0s - loss: 0.2439 - auc: 0.9516 - val_loss: 0.2500 - val_auc: 0.9501 - 341ms/epoch - 3ms/step
Epoch 1450/10000
124/124 - 0s - loss: 0.2439 - auc: 0.9518 - val_loss: 0.2499 - val_auc: 0.9502 - 390ms/epoch - 3ms/step
Epoch 1451/10000
124/124 - 0s - loss: 0.2439 - auc: 0.9516 - val_loss: 0.2499 - val_auc: 0.9501 - 391ms/epoch - 3ms/step
Epoch 1452/10000
124/124 - 0s - loss: 0.2438 - auc: 0.9518 - val_loss: 0.2498 - val_auc: 0.9503 - 381ms/epoch - 3ms/step
Epoch 1453/10000
124/124 - 0s - loss: 0.2438 - auc: 0.9518 - val_loss: 0.2501 - val_auc: 0.9500 - 334ms/epoch - 3ms/step
Epoch 1454/10000
124/124 - 0s - loss: 0.2438 - auc: 0.9519 - val_loss: 0.2498 - val_auc: 0.9502 - 399ms/epoch - 3ms/step
Epoch 1455/10000
124/124 - 0s - loss: 0.2437 - auc: 0.9518 - val_loss: 0.2498 - val_auc: 0.9502 - 379ms/epoch - 3ms/step
Epoch 1456/10000
124/124 - 0s - loss: 0.2439 - auc: 0.9517 - val_loss: 0.2497 - val_auc: 0.9503 - 385ms/epoch - 3ms/step
Epoch 1457/10000
124/124 - 0s - loss: 0.2437 - auc: 0.9518 - val_loss: 0.2498 - val_auc: 0.9503 - 385ms/epoch - 3ms/step
Epoch 1458/10000
124/124 - 0s - loss: 0.2438 - auc: 0.9516 - val_loss: 0.2497 - val_auc: 0.9503 - 337ms/epoch - 3ms/step
Epoch 1459/10000
124/124 - 0s - loss: 0.2437 - auc: 0.9518 - val_loss: 0.2498 - val_auc: 0.9502 - 378ms/epoch - 3ms/step
Epoch 1460/10000
124/124 - 0s - loss: 0.2437 - auc: 0.9517 - val_loss: 0.2497 - val_auc: 0.9503 - 377ms/epoch - 3ms/step
Epoch 1461/10000
124/124 - 0s - loss: 0.2436 - auc: 0.9518 - val_loss: 0.2497 - val_auc: 0.9502 - 333ms/epoch - 3ms/step
Epoch 1462/10000
124/124 - 0s - loss: 0.2436 - auc: 0.9519 - val_loss: 0.2497 - val_auc: 0.9504 - 375ms/epoch - 3ms/step
Epoch 1463/10000
124/124 - 0s - loss: 0.2436 - auc: 0.9517 - val_loss: 0.2496 - val_auc: 0.9503 - 332ms/epoch - 3ms/step
Epoch 1464/10000
124/124 - 0s - loss: 0.2436 - auc: 0.9520 - val_loss: 0.2497 - val_auc: 0.9504 - 373ms/epoch - 3ms/step
Epoch 1465/10000
124/124 - 0s - loss: 0.2435 - auc: 0.9518 - val_loss: 0.2497 - val_auc: 0.9504 - 376ms/epoch - 3ms/step
Epoch 1466/10000
124/124 - 0s - loss: 0.2434 - auc: 0.9519 - val_loss: 0.2494 - val_auc: 0.9504 - 325ms/epoch - 3ms/step
Epoch 1467/10000
124/124 - 0s - loss: 0.2435 - auc: 0.9518 - val_loss: 0.2495 - val_auc: 0.9504 - 377ms/epoch - 3ms/step
Epoch 1468/10000
124/124 - 0s - loss: 0.2434 - auc: 0.9519 - val_loss: 0.2495 - val_auc: 0.9503 - 334ms/epoch - 3ms/step
Epoch 1469/10000
124/124 - 0s - loss: 0.2434 - auc: 0.9519 - val_loss: 0.2496 - val_auc: 0.9504 - 367ms/epoch - 3ms/step
Epoch 1470/10000
124/124 - 0s - loss: 0.2433 - auc: 0.9519 - val_loss: 0.2494 - val_auc: 0.9503 - 338ms/epoch - 3ms/step
Epoch 1471/10000
124/124 - 0s - loss: 0.2434 - auc: 0.9520 - val_loss: 0.2495 - val_auc: 0.9504 - 382ms/epoch - 3ms/step
Epoch 1472/10000
124/124 - 0s - loss: 0.2434 - auc: 0.9520 - val_loss: 0.2496 - val_auc: 0.9504 - 377ms/epoch - 3ms/step
Epoch 1473/10000
124/124 - 0s - loss: 0.2433 - auc: 0.9519 - val_loss: 0.2493 - val_auc: 0.9505 - 379ms/epoch - 3ms/step
Epoch 1474/10000
124/124 - 0s - loss: 0.2432 - auc: 0.9519 - val_loss: 0.2495 - val_auc: 0.9505 - 329ms/epoch - 3ms/step
Epoch 1475/10000
124/124 - 0s - loss: 0.2432 - auc: 0.9520 - val_loss: 0.2493 - val_auc: 0.9505 - 403ms/epoch - 3ms/step
Epoch 1476/10000
124/124 - 0s - loss: 0.2432 - auc: 0.9519 - val_loss: 0.2493 - val_auc: 0.9504 - 374ms/epoch - 3ms/step
Epoch 1477/10000
124/124 - 0s - loss: 0.2432 - auc: 0.9519 - val_loss: 0.2492 - val_auc: 0.9506 - 337ms/epoch - 3ms/step
Epoch 1478/10000
124/124 - 0s - loss: 0.2433 - auc: 0.9520 - val_loss: 0.2491 - val_auc: 0.9507 - 331ms/epoch - 3ms/step
Epoch 1479/10000
124/124 - 0s - loss: 0.2433 - auc: 0.9519 - val_loss: 0.2492 - val_auc: 0.9505 - 377ms/epoch - 3ms/step
Epoch 1480/10000
124/124 - 0s - loss: 0.2432 - auc: 0.9519 - val_loss: 0.2492 - val_auc: 0.9506 - 325ms/epoch - 3ms/step
Epoch 1481/10000
124/124 - 0s - loss: 0.2431 - auc: 0.9520 - val_loss: 0.2492 - val_auc: 0.9505 - 379ms/epoch - 3ms/step
Epoch 1482/10000
124/124 - 0s - loss: 0.2432 - auc: 0.9519 - val_loss: 0.2492 - val_auc: 0.9505 - 331ms/epoch - 3ms/step
Epoch 1483/10000
124/124 - 0s - loss: 0.2431 - auc: 0.9520 - val_loss: 0.2491 - val_auc: 0.9505 - 367ms/epoch - 3ms/step
Epoch 1484/10000
124/124 - 0s - loss: 0.2431 - auc: 0.9520 - val_loss: 0.2495 - val_auc: 0.9506 - 376ms/epoch - 3ms/step
Epoch 1485/10000
124/124 - 0s - loss: 0.2430 - auc: 0.9521 - val_loss: 0.2492 - val_auc: 0.9507 - 326ms/epoch - 3ms/step
Epoch 1486/10000
124/124 - 0s - loss: 0.2430 - auc: 0.9522 - val_loss: 0.2492 - val_auc: 0.9508 - 373ms/epoch - 3ms/step
Epoch 1487/10000
124/124 - 0s - loss: 0.2430 - auc: 0.9521 - val_loss: 0.2493 - val_auc: 0.9506 - 332ms/epoch - 3ms/step
Epoch 1488/10000
124/124 - 0s - loss: 0.2429 - auc: 0.9521 - val_loss: 0.2491 - val_auc: 0.9507 - 374ms/epoch - 3ms/step
Epoch 1489/10000
124/124 - 0s - loss: 0.2428 - auc: 0.9523 - val_loss: 0.2494 - val_auc: 0.9506 - 323ms/epoch - 3ms/step
Epoch 1490/10000
124/124 - 0s - loss: 0.2429 - auc: 0.9519 - val_loss: 0.2492 - val_auc: 0.9506 - 367ms/epoch - 3ms/step
Epoch 1491/10000
124/124 - 0s - loss: 0.2429 - auc: 0.9520 - val_loss: 0.2490 - val_auc: 0.9506 - 324ms/epoch - 3ms/step
Epoch 1492/10000
124/124 - 0s - loss: 0.2428 - auc: 0.9522 - val_loss: 0.2489 - val_auc: 0.9507 - 379ms/epoch - 3ms/step
Epoch 1493/10000
124/124 - 0s - loss: 0.2428 - auc: 0.9522 - val_loss: 0.2490 - val_auc: 0.9507 - 382ms/epoch - 3ms/step
Epoch 1494/10000
124/124 - 0s - loss: 0.2427 - auc: 0.9521 - val_loss: 0.2489 - val_auc: 0.9507 - 336ms/epoch - 3ms/step
Epoch 1495/10000
124/124 - 0s - loss: 0.2427 - auc: 0.9523 - val_loss: 0.2489 - val_auc: 0.9506 - 392ms/epoch - 3ms/step
Epoch 1496/10000
124/124 - 0s - loss: 0.2428 - auc: 0.9521 - val_loss: 0.2491 - val_auc: 0.9508 - 387ms/epoch - 3ms/step
Epoch 1497/10000
124/124 - 0s - loss: 0.2426 - auc: 0.9523 - val_loss: 0.2488 - val_auc: 0.9508 - 389ms/epoch - 3ms/step
Epoch 1498/10000
124/124 - 0s - loss: 0.2426 - auc: 0.9524 - val_loss: 0.2488 - val_auc: 0.9506 - 394ms/epoch - 3ms/step
Epoch 1499/10000
124/124 - 0s - loss: 0.2426 - auc: 0.9523 - val_loss: 0.2488 - val_auc: 0.9508 - 392ms/epoch - 3ms/step
Epoch 1500/10000
124/124 - 0s - loss: 0.2427 - auc: 0.9522 - val_loss: 0.2488 - val_auc: 0.9506 - 340ms/epoch - 3ms/step
Epoch 1501/10000
124/124 - 0s - loss: 0.2428 - auc: 0.9521 - val_loss: 0.2487 - val_auc: 0.9510 - 378ms/epoch - 3ms/step
Epoch 1502/10000
124/124 - 0s - loss: 0.2427 - auc: 0.9522 - val_loss: 0.2488 - val_auc: 0.9507 - 399ms/epoch - 3ms/step
Epoch 1503/10000
124/124 - 0s - loss: 0.2425 - auc: 0.9523 - val_loss: 0.2490 - val_auc: 0.9507 - 382ms/epoch - 3ms/step
Epoch 1504/10000
124/124 - 0s - loss: 0.2425 - auc: 0.9522 - val_loss: 0.2487 - val_auc: 0.9506 - 332ms/epoch - 3ms/step
Epoch 1505/10000
124/124 - 0s - loss: 0.2428 - auc: 0.9521 - val_loss: 0.2490 - val_auc: 0.9508 - 369ms/epoch - 3ms/step
Epoch 1506/10000
124/124 - 0s - loss: 0.2425 - auc: 0.9523 - val_loss: 0.2489 - val_auc: 0.9509 - 331ms/epoch - 3ms/step
Epoch 1507/10000
124/124 - 0s - loss: 0.2424 - auc: 0.9524 - val_loss: 0.2486 - val_auc: 0.9507 - 363ms/epoch - 3ms/step
Epoch 1508/10000
124/124 - 0s - loss: 0.2425 - auc: 0.9522 - val_loss: 0.2486 - val_auc: 0.9507 - 332ms/epoch - 3ms/step
Epoch 1509/10000
124/124 - 0s - loss: 0.2424 - auc: 0.9523 - val_loss: 0.2487 - val_auc: 0.9509 - 382ms/epoch - 3ms/step
Epoch 1510/10000
124/124 - 0s - loss: 0.2424 - auc: 0.9524 - val_loss: 0.2486 - val_auc: 0.9508 - 320ms/epoch - 3ms/step
Epoch 1511/10000
124/124 - 0s - loss: 0.2424 - auc: 0.9523 - val_loss: 0.2486 - val_auc: 0.9508 - 368ms/epoch - 3ms/step
Epoch 1512/10000
124/124 - 0s - loss: 0.2423 - auc: 0.9524 - val_loss: 0.2487 - val_auc: 0.9510 - 378ms/epoch - 3ms/step
Epoch 1513/10000
124/124 - 0s - loss: 0.2423 - auc: 0.9524 - val_loss: 0.2488 - val_auc: 0.9507 - 322ms/epoch - 3ms/step
Epoch 1514/10000
124/124 - 0s - loss: 0.2423 - auc: 0.9523 - val_loss: 0.2486 - val_auc: 0.9510 - 378ms/epoch - 3ms/step
Epoch 1515/10000
124/124 - 0s - loss: 0.2423 - auc: 0.9523 - val_loss: 0.2486 - val_auc: 0.9509 - 321ms/epoch - 3ms/step
Epoch 1516/10000
124/124 - 0s - loss: 0.2422 - auc: 0.9525 - val_loss: 0.2484 - val_auc: 0.9509 - 375ms/epoch - 3ms/step
Epoch 1517/10000
124/124 - 0s - loss: 0.2422 - auc: 0.9525 - val_loss: 0.2484 - val_auc: 0.9510 - 328ms/epoch - 3ms/step
Epoch 1518/10000
124/124 - 0s - loss: 0.2423 - auc: 0.9524 - val_loss: 0.2484 - val_auc: 0.9510 - 374ms/epoch - 3ms/step
Epoch 1519/10000
124/124 - 0s - loss: 0.2423 - auc: 0.9525 - val_loss: 0.2484 - val_auc: 0.9509 - 338ms/epoch - 3ms/step
Epoch 1520/10000
124/124 - 0s - loss: 0.2422 - auc: 0.9523 - val_loss: 0.2484 - val_auc: 0.9508 - 328ms/epoch - 3ms/step
Epoch 1521/10000
124/124 - 0s - loss: 0.2421 - auc: 0.9524 - val_loss: 0.2485 - val_auc: 0.9510 - 372ms/epoch - 3ms/step
Epoch 1522/10000
124/124 - 0s - loss: 0.2422 - auc: 0.9525 - val_loss: 0.2483 - val_auc: 0.9510 - 327ms/epoch - 3ms/step
Epoch 1523/10000
124/124 - 0s - loss: 0.2421 - auc: 0.9525 - val_loss: 0.2486 - val_auc: 0.9509 - 381ms/epoch - 3ms/step
Epoch 1524/10000
124/124 - 0s - loss: 0.2420 - auc: 0.9526 - val_loss: 0.2483 - val_auc: 0.9510 - 382ms/epoch - 3ms/step
Epoch 1525/10000
124/124 - 0s - loss: 0.2421 - auc: 0.9524 - val_loss: 0.2484 - val_auc: 0.9511 - 324ms/epoch - 3ms/step
Epoch 1526/10000
124/124 - 0s - loss: 0.2420 - auc: 0.9525 - val_loss: 0.2485 - val_auc: 0.9510 - 376ms/epoch - 3ms/step
Epoch 1527/10000
124/124 - 0s - loss: 0.2419 - auc: 0.9526 - val_loss: 0.2483 - val_auc: 0.9509 - 327ms/epoch - 3ms/step
Epoch 1528/10000
124/124 - 0s - loss: 0.2419 - auc: 0.9525 - val_loss: 0.2484 - val_auc: 0.9511 - 388ms/epoch - 3ms/step
Epoch 1529/10000
124/124 - 0s - loss: 0.2419 - auc: 0.9526 - val_loss: 0.2484 - val_auc: 0.9511 - 392ms/epoch - 3ms/step
Epoch 1530/10000
124/124 - 0s - loss: 0.2419 - auc: 0.9524 - val_loss: 0.2483 - val_auc: 0.9511 - 390ms/epoch - 3ms/step
Epoch 1531/10000
124/124 - 0s - loss: 0.2419 - auc: 0.9526 - val_loss: 0.2481 - val_auc: 0.9511 - 386ms/epoch - 3ms/step
Epoch 1532/10000
124/124 - 0s - loss: 0.2420 - auc: 0.9524 - val_loss: 0.2480 - val_auc: 0.9514 - 330ms/epoch - 3ms/step
Epoch 1533/10000
124/124 - 0s - loss: 0.2418 - auc: 0.9526 - val_loss: 0.2481 - val_auc: 0.9510 - 379ms/epoch - 3ms/step
Epoch 1534/10000
124/124 - 0s - loss: 0.2417 - auc: 0.9526 - val_loss: 0.2480 - val_auc: 0.9511 - 326ms/epoch - 3ms/step
Epoch 1535/10000
124/124 - 0s - loss: 0.2419 - auc: 0.9526 - val_loss: 0.2482 - val_auc: 0.9511 - 362ms/epoch - 3ms/step
Epoch 1536/10000
124/124 - 0s - loss: 0.2417 - auc: 0.9527 - val_loss: 0.2481 - val_auc: 0.9511 - 320ms/epoch - 3ms/step
Epoch 1537/10000
124/124 - 0s - loss: 0.2418 - auc: 0.9526 - val_loss: 0.2480 - val_auc: 0.9513 - 327ms/epoch - 3ms/step
Epoch 1538/10000
124/124 - 0s - loss: 0.2417 - auc: 0.9528 - val_loss: 0.2479 - val_auc: 0.9514 - 321ms/epoch - 3ms/step
Epoch 1539/10000
124/124 - 0s - loss: 0.2417 - auc: 0.9526 - val_loss: 0.2481 - val_auc: 0.9513 - 329ms/epoch - 3ms/step
Epoch 1540/10000
124/124 - 0s - loss: 0.2417 - auc: 0.9526 - val_loss: 0.2479 - val_auc: 0.9512 - 368ms/epoch - 3ms/step
Epoch 1541/10000
124/124 - 0s - loss: 0.2416 - auc: 0.9527 - val_loss: 0.2481 - val_auc: 0.9513 - 331ms/epoch - 3ms/step
Epoch 1542/10000
124/124 - 0s - loss: 0.2416 - auc: 0.9527 - val_loss: 0.2480 - val_auc: 0.9513 - 369ms/epoch - 3ms/step
Epoch 1543/10000
124/124 - 0s - loss: 0.2416 - auc: 0.9527 - val_loss: 0.2480 - val_auc: 0.9511 - 371ms/epoch - 3ms/step
Epoch 1544/10000
124/124 - 0s - loss: 0.2416 - auc: 0.9526 - val_loss: 0.2478 - val_auc: 0.9512 - 333ms/epoch - 3ms/step
Epoch 1545/10000
124/124 - 0s - loss: 0.2416 - auc: 0.9526 - val_loss: 0.2481 - val_auc: 0.9513 - 389ms/epoch - 3ms/step
Epoch 1546/10000
124/124 - 0s - loss: 0.2416 - auc: 0.9527 - val_loss: 0.2481 - val_auc: 0.9512 - 385ms/epoch - 3ms/step
Epoch 1547/10000
124/124 - 0s - loss: 0.2415 - auc: 0.9527 - val_loss: 0.2479 - val_auc: 0.9511 - 338ms/epoch - 3ms/step
Epoch 1548/10000
124/124 - 0s - loss: 0.2414 - auc: 0.9527 - val_loss: 0.2477 - val_auc: 0.9513 - 372ms/epoch - 3ms/step
Epoch 1549/10000
124/124 - 0s - loss: 0.2414 - auc: 0.9528 - val_loss: 0.2478 - val_auc: 0.9513 - 376ms/epoch - 3ms/step
Epoch 1550/10000
124/124 - 0s - loss: 0.2414 - auc: 0.9529 - val_loss: 0.2479 - val_auc: 0.9512 - 327ms/epoch - 3ms/step
Epoch 1551/10000
124/124 - 0s - loss: 0.2416 - auc: 0.9527 - val_loss: 0.2478 - val_auc: 0.9512 - 374ms/epoch - 3ms/step
Epoch 1552/10000
124/124 - 0s - loss: 0.2414 - auc: 0.9527 - val_loss: 0.2478 - val_auc: 0.9513 - 339ms/epoch - 3ms/step
Epoch 1553/10000
124/124 - 0s - loss: 0.2413 - auc: 0.9528 - val_loss: 0.2478 - val_auc: 0.9514 - 380ms/epoch - 3ms/step
Epoch 1554/10000
124/124 - 0s - loss: 0.2413 - auc: 0.9528 - val_loss: 0.2477 - val_auc: 0.9512 - 402ms/epoch - 3ms/step
Epoch 1555/10000
124/124 - 0s - loss: 0.2413 - auc: 0.9528 - val_loss: 0.2477 - val_auc: 0.9514 - 376ms/epoch - 3ms/step
Epoch 1556/10000
124/124 - 0s - loss: 0.2413 - auc: 0.9529 - val_loss: 0.2476 - val_auc: 0.9515 - 327ms/epoch - 3ms/step
Epoch 1557/10000
124/124 - 0s - loss: 0.2413 - auc: 0.9527 - val_loss: 0.2477 - val_auc: 0.9514 - 370ms/epoch - 3ms/step
Epoch 1558/10000
124/124 - 0s - loss: 0.2413 - auc: 0.9528 - val_loss: 0.2476 - val_auc: 0.9513 - 395ms/epoch - 3ms/step
Epoch 1559/10000
124/124 - 0s - loss: 0.2413 - auc: 0.9528 - val_loss: 0.2475 - val_auc: 0.9517 - 384ms/epoch - 3ms/step
Epoch 1560/10000
124/124 - 0s - loss: 0.2412 - auc: 0.9528 - val_loss: 0.2475 - val_auc: 0.9513 - 328ms/epoch - 3ms/step
Epoch 1561/10000
124/124 - 0s - loss: 0.2411 - auc: 0.9528 - val_loss: 0.2475 - val_auc: 0.9514 - 381ms/epoch - 3ms/step
Epoch 1562/10000
124/124 - 0s - loss: 0.2411 - auc: 0.9529 - val_loss: 0.2476 - val_auc: 0.9514 - 332ms/epoch - 3ms/step
Epoch 1563/10000
124/124 - 0s - loss: 0.2411 - auc: 0.9529 - val_loss: 0.2476 - val_auc: 0.9515 - 365ms/epoch - 3ms/step
Epoch 1564/10000
124/124 - 0s - loss: 0.2411 - auc: 0.9528 - val_loss: 0.2475 - val_auc: 0.9514 - 379ms/epoch - 3ms/step
Epoch 1565/10000
124/124 - 0s - loss: 0.2410 - auc: 0.9529 - val_loss: 0.2475 - val_auc: 0.9515 - 330ms/epoch - 3ms/step
Epoch 1566/10000
124/124 - 0s - loss: 0.2411 - auc: 0.9529 - val_loss: 0.2475 - val_auc: 0.9515 - 380ms/epoch - 3ms/step
Epoch 1567/10000
124/124 - 0s - loss: 0.2410 - auc: 0.9530 - val_loss: 0.2475 - val_auc: 0.9516 - 335ms/epoch - 3ms/step
Epoch 1568/10000
124/124 - 0s - loss: 0.2411 - auc: 0.9530 - val_loss: 0.2473 - val_auc: 0.9516 - 369ms/epoch - 3ms/step
Epoch 1569/10000
124/124 - 0s - loss: 0.2409 - auc: 0.9530 - val_loss: 0.2475 - val_auc: 0.9514 - 329ms/epoch - 3ms/step
Epoch 1570/10000
124/124 - 0s - loss: 0.2411 - auc: 0.9530 - val_loss: 0.2473 - val_auc: 0.9516 - 364ms/epoch - 3ms/step
Epoch 1571/10000
124/124 - 0s - loss: 0.2409 - auc: 0.9529 - val_loss: 0.2473 - val_auc: 0.9516 - 329ms/epoch - 3ms/step
Epoch 1572/10000
124/124 - 0s - loss: 0.2409 - auc: 0.9530 - val_loss: 0.2477 - val_auc: 0.9515 - 365ms/epoch - 3ms/step
Epoch 1573/10000
124/124 - 0s - loss: 0.2409 - auc: 0.9530 - val_loss: 0.2474 - val_auc: 0.9515 - 376ms/epoch - 3ms/step
Epoch 1574/10000
124/124 - 0s - loss: 0.2408 - auc: 0.9532 - val_loss: 0.2473 - val_auc: 0.9517 - 332ms/epoch - 3ms/step
Epoch 1575/10000
124/124 - 0s - loss: 0.2409 - auc: 0.9528 - val_loss: 0.2472 - val_auc: 0.9517 - 384ms/epoch - 3ms/step
Epoch 1576/10000
124/124 - 0s - loss: 0.2408 - auc: 0.9531 - val_loss: 0.2472 - val_auc: 0.9516 - 330ms/epoch - 3ms/step
Epoch 1577/10000
124/124 - 0s - loss: 0.2407 - auc: 0.9531 - val_loss: 0.2473 - val_auc: 0.9517 - 370ms/epoch - 3ms/step
Epoch 1578/10000
124/124 - 0s - loss: 0.2407 - auc: 0.9531 - val_loss: 0.2471 - val_auc: 0.9518 - 378ms/epoch - 3ms/step
Epoch 1579/10000
124/124 - 0s - loss: 0.2408 - auc: 0.9531 - val_loss: 0.2472 - val_auc: 0.9516 - 327ms/epoch - 3ms/step
Epoch 1580/10000
124/124 - 0s - loss: 0.2407 - auc: 0.9531 - val_loss: 0.2471 - val_auc: 0.9516 - 376ms/epoch - 3ms/step
Epoch 1581/10000
124/124 - 0s - loss: 0.2407 - auc: 0.9530 - val_loss: 0.2472 - val_auc: 0.9517 - 344ms/epoch - 3ms/step
Epoch 1582/10000
124/124 - 0s - loss: 0.2406 - auc: 0.9530 - val_loss: 0.2472 - val_auc: 0.9515 - 336ms/epoch - 3ms/step
Epoch 1583/10000
124/124 - 0s - loss: 0.2406 - auc: 0.9532 - val_loss: 0.2472 - val_auc: 0.9517 - 379ms/epoch - 3ms/step
Epoch 1584/10000
124/124 - 0s - loss: 0.2406 - auc: 0.9530 - val_loss: 0.2472 - val_auc: 0.9517 - 333ms/epoch - 3ms/step
Epoch 1585/10000
124/124 - 0s - loss: 0.2406 - auc: 0.9532 - val_loss: 0.2472 - val_auc: 0.9516 - 382ms/epoch - 3ms/step
Epoch 1586/10000
124/124 - 0s - loss: 0.2406 - auc: 0.9532 - val_loss: 0.2472 - val_auc: 0.9516 - 392ms/epoch - 3ms/step
Epoch 1587/10000
124/124 - 0s - loss: 0.2405 - auc: 0.9531 - val_loss: 0.2471 - val_auc: 0.9517 - 385ms/epoch - 3ms/step
Epoch 1588/10000
124/124 - 0s - loss: 0.2405 - auc: 0.9531 - val_loss: 0.2469 - val_auc: 0.9518 - 383ms/epoch - 3ms/step
Epoch 1589/10000
124/124 - 0s - loss: 0.2405 - auc: 0.9531 - val_loss: 0.2471 - val_auc: 0.9518 - 334ms/epoch - 3ms/step
Epoch 1590/10000
124/124 - 0s - loss: 0.2404 - auc: 0.9531 - val_loss: 0.2470 - val_auc: 0.9517 - 371ms/epoch - 3ms/step
Epoch 1591/10000
124/124 - 0s - loss: 0.2404 - auc: 0.9530 - val_loss: 0.2470 - val_auc: 0.9517 - 331ms/epoch - 3ms/step
Epoch 1592/10000
124/124 - 0s - loss: 0.2404 - auc: 0.9531 - val_loss: 0.2470 - val_auc: 0.9519 - 369ms/epoch - 3ms/step
Epoch 1593/10000
124/124 - 0s - loss: 0.2403 - auc: 0.9532 - val_loss: 0.2469 - val_auc: 0.9517 - 335ms/epoch - 3ms/step
Epoch 1594/10000
124/124 - 0s - loss: 0.2404 - auc: 0.9531 - val_loss: 0.2470 - val_auc: 0.9516 - 373ms/epoch - 3ms/step
Epoch 1595/10000
124/124 - 0s - loss: 0.2403 - auc: 0.9533 - val_loss: 0.2469 - val_auc: 0.9518 - 382ms/epoch - 3ms/step
Epoch 1596/10000
124/124 - 0s - loss: 0.2403 - auc: 0.9531 - val_loss: 0.2470 - val_auc: 0.9517 - 339ms/epoch - 3ms/step
Epoch 1597/10000
124/124 - 0s - loss: 0.2403 - auc: 0.9532 - val_loss: 0.2468 - val_auc: 0.9518 - 371ms/epoch - 3ms/step
Epoch 1598/10000
124/124 - 0s - loss: 0.2403 - auc: 0.9533 - val_loss: 0.2469 - val_auc: 0.9519 - 377ms/epoch - 3ms/step
Epoch 1599/10000
124/124 - 0s - loss: 0.2403 - auc: 0.9531 - val_loss: 0.2470 - val_auc: 0.9517 - 336ms/epoch - 3ms/step
Epoch 1600/10000
124/124 - 0s - loss: 0.2403 - auc: 0.9532 - val_loss: 0.2468 - val_auc: 0.9520 - 370ms/epoch - 3ms/step
Epoch 1601/10000
124/124 - 0s - loss: 0.2402 - auc: 0.9533 - val_loss: 0.2467 - val_auc: 0.9519 - 379ms/epoch - 3ms/step
Epoch 1602/10000
124/124 - 0s - loss: 0.2401 - auc: 0.9533 - val_loss: 0.2468 - val_auc: 0.9518 - 333ms/epoch - 3ms/step
Epoch 1603/10000
124/124 - 0s - loss: 0.2401 - auc: 0.9533 - val_loss: 0.2467 - val_auc: 0.9519 - 380ms/epoch - 3ms/step
Epoch 1604/10000
124/124 - 0s - loss: 0.2401 - auc: 0.9534 - val_loss: 0.2468 - val_auc: 0.9519 - 382ms/epoch - 3ms/step
Epoch 1605/10000
124/124 - 0s - loss: 0.2402 - auc: 0.9532 - val_loss: 0.2470 - val_auc: 0.9518 - 338ms/epoch - 3ms/step
Epoch 1606/10000
124/124 - 0s - loss: 0.2400 - auc: 0.9533 - val_loss: 0.2468 - val_auc: 0.9518 - 387ms/epoch - 3ms/step
Epoch 1607/10000
124/124 - 0s - loss: 0.2400 - auc: 0.9536 - val_loss: 0.2465 - val_auc: 0.9522 - 387ms/epoch - 3ms/step
Epoch 1608/10000
124/124 - 0s - loss: 0.2400 - auc: 0.9533 - val_loss: 0.2466 - val_auc: 0.9520 - 396ms/epoch - 3ms/step
Epoch 1609/10000
124/124 - 0s - loss: 0.2400 - auc: 0.9532 - val_loss: 0.2466 - val_auc: 0.9520 - 390ms/epoch - 3ms/step
Epoch 1610/10000
124/124 - 0s - loss: 0.2401 - auc: 0.9534 - val_loss: 0.2466 - val_auc: 0.9520 - 391ms/epoch - 3ms/step
Epoch 1611/10000
124/124 - 0s - loss: 0.2400 - auc: 0.9532 - val_loss: 0.2465 - val_auc: 0.9522 - 397ms/epoch - 3ms/step
Epoch 1612/10000
124/124 - 0s - loss: 0.2400 - auc: 0.9533 - val_loss: 0.2466 - val_auc: 0.9519 - 402ms/epoch - 3ms/step
Epoch 1613/10000
124/124 - 0s - loss: 0.2399 - auc: 0.9535 - val_loss: 0.2465 - val_auc: 0.9520 - 390ms/epoch - 3ms/step
Epoch 1614/10000
124/124 - 0s - loss: 0.2399 - auc: 0.9533 - val_loss: 0.2467 - val_auc: 0.9518 - 349ms/epoch - 3ms/step
Epoch 1615/10000
124/124 - 0s - loss: 0.2399 - auc: 0.9533 - val_loss: 0.2467 - val_auc: 0.9519 - 382ms/epoch - 3ms/step
Epoch 1616/10000
124/124 - 0s - loss: 0.2399 - auc: 0.9535 - val_loss: 0.2464 - val_auc: 0.9520 - 393ms/epoch - 3ms/step
Epoch 1617/10000
124/124 - 0s - loss: 0.2400 - auc: 0.9531 - val_loss: 0.2464 - val_auc: 0.9521 - 386ms/epoch - 3ms/step
Epoch 1618/10000
124/124 - 0s - loss: 0.2398 - auc: 0.9535 - val_loss: 0.2467 - val_auc: 0.9519 - 392ms/epoch - 3ms/step
Epoch 1619/10000
124/124 - 0s - loss: 0.2397 - auc: 0.9535 - val_loss: 0.2465 - val_auc: 0.9519 - 387ms/epoch - 3ms/step
Epoch 1620/10000
124/124 - 0s - loss: 0.2397 - auc: 0.9534 - val_loss: 0.2463 - val_auc: 0.9523 - 341ms/epoch - 3ms/step
Epoch 1621/10000
124/124 - 0s - loss: 0.2398 - auc: 0.9535 - val_loss: 0.2464 - val_auc: 0.9523 - 376ms/epoch - 3ms/step
Epoch 1622/10000
124/124 - 0s - loss: 0.2397 - auc: 0.9534 - val_loss: 0.2464 - val_auc: 0.9520 - 389ms/epoch - 3ms/step
Epoch 1623/10000
124/124 - 0s - loss: 0.2397 - auc: 0.9534 - val_loss: 0.2464 - val_auc: 0.9519 - 382ms/epoch - 3ms/step
Epoch 1624/10000
124/124 - 0s - loss: 0.2397 - auc: 0.9535 - val_loss: 0.2463 - val_auc: 0.9521 - 328ms/epoch - 3ms/step
Epoch 1625/10000
124/124 - 0s - loss: 0.2396 - auc: 0.9537 - val_loss: 0.2464 - val_auc: 0.9522 - 386ms/epoch - 3ms/step
Epoch 1626/10000
124/124 - 0s - loss: 0.2396 - auc: 0.9535 - val_loss: 0.2464 - val_auc: 0.9521 - 382ms/epoch - 3ms/step
Epoch 1627/10000
124/124 - 0s - loss: 0.2396 - auc: 0.9537 - val_loss: 0.2463 - val_auc: 0.9523 - 338ms/epoch - 3ms/step
Epoch 1628/10000
124/124 - 0s - loss: 0.2395 - auc: 0.9534 - val_loss: 0.2463 - val_auc: 0.9521 - 375ms/epoch - 3ms/step
Epoch 1629/10000
124/124 - 0s - loss: 0.2397 - auc: 0.9533 - val_loss: 0.2462 - val_auc: 0.9522 - 380ms/epoch - 3ms/step
Epoch 1630/10000
124/124 - 0s - loss: 0.2396 - auc: 0.9535 - val_loss: 0.2463 - val_auc: 0.9522 - 323ms/epoch - 3ms/step
Epoch 1631/10000
124/124 - 0s - loss: 0.2395 - auc: 0.9535 - val_loss: 0.2461 - val_auc: 0.9522 - 371ms/epoch - 3ms/step
Epoch 1632/10000
124/124 - 0s - loss: 0.2395 - auc: 0.9535 - val_loss: 0.2461 - val_auc: 0.9522 - 320ms/epoch - 3ms/step
Epoch 1633/10000
124/124 - 0s - loss: 0.2394 - auc: 0.9535 - val_loss: 0.2461 - val_auc: 0.9523 - 325ms/epoch - 3ms/step
Epoch 1634/10000
124/124 - 0s - loss: 0.2395 - auc: 0.9536 - val_loss: 0.2461 - val_auc: 0.9523 - 364ms/epoch - 3ms/step
Epoch 1635/10000
124/124 - 0s - loss: 0.2394 - auc: 0.9536 - val_loss: 0.2461 - val_auc: 0.9523 - 327ms/epoch - 3ms/step
Epoch 1636/10000
124/124 - 0s - loss: 0.2394 - auc: 0.9535 - val_loss: 0.2460 - val_auc: 0.9524 - 365ms/epoch - 3ms/step
Epoch 1637/10000
124/124 - 0s - loss: 0.2394 - auc: 0.9536 - val_loss: 0.2460 - val_auc: 0.9524 - 330ms/epoch - 3ms/step
Epoch 1638/10000
124/124 - 0s - loss: 0.2393 - auc: 0.9536 - val_loss: 0.2460 - val_auc: 0.9522 - 374ms/epoch - 3ms/step
Epoch 1639/10000
124/124 - 0s - loss: 0.2393 - auc: 0.9537 - val_loss: 0.2461 - val_auc: 0.9524 - 374ms/epoch - 3ms/step
Epoch 1640/10000
124/124 - 0s - loss: 0.2392 - auc: 0.9536 - val_loss: 0.2459 - val_auc: 0.9523 - 351ms/epoch - 3ms/step
Epoch 1641/10000
124/124 - 0s - loss: 0.2393 - auc: 0.9536 - val_loss: 0.2460 - val_auc: 0.9525 - 367ms/epoch - 3ms/step
Epoch 1642/10000
124/124 - 0s - loss: 0.2392 - auc: 0.9537 - val_loss: 0.2459 - val_auc: 0.9525 - 388ms/epoch - 3ms/step
Epoch 1643/10000
124/124 - 0s - loss: 0.2392 - auc: 0.9536 - val_loss: 0.2460 - val_auc: 0.9523 - 388ms/epoch - 3ms/step
Epoch 1644/10000
124/124 - 0s - loss: 0.2392 - auc: 0.9537 - val_loss: 0.2459 - val_auc: 0.9525 - 326ms/epoch - 3ms/step
Epoch 1645/10000
124/124 - 0s - loss: 0.2392 - auc: 0.9538 - val_loss: 0.2459 - val_auc: 0.9524 - 370ms/epoch - 3ms/step
Epoch 1646/10000
124/124 - 0s - loss: 0.2392 - auc: 0.9537 - val_loss: 0.2458 - val_auc: 0.9524 - 332ms/epoch - 3ms/step
Epoch 1647/10000
124/124 - 0s - loss: 0.2392 - auc: 0.9537 - val_loss: 0.2459 - val_auc: 0.9523 - 377ms/epoch - 3ms/step
Epoch 1648/10000
124/124 - 0s - loss: 0.2392 - auc: 0.9538 - val_loss: 0.2459 - val_auc: 0.9525 - 379ms/epoch - 3ms/step
Epoch 1649/10000
124/124 - 0s - loss: 0.2391 - auc: 0.9538 - val_loss: 0.2459 - val_auc: 0.9524 - 328ms/epoch - 3ms/step
Epoch 1650/10000
124/124 - 0s - loss: 0.2392 - auc: 0.9537 - val_loss: 0.2459 - val_auc: 0.9522 - 379ms/epoch - 3ms/step
Epoch 1651/10000
124/124 - 0s - loss: 0.2391 - auc: 0.9538 - val_loss: 0.2460 - val_auc: 0.9523 - 333ms/epoch - 3ms/step
Epoch 1652/10000
124/124 - 0s - loss: 0.2392 - auc: 0.9537 - val_loss: 0.2460 - val_auc: 0.9523 - 369ms/epoch - 3ms/step
Epoch 1653/10000
124/124 - 0s - loss: 0.2390 - auc: 0.9538 - val_loss: 0.2457 - val_auc: 0.9525 - 390ms/epoch - 3ms/step
Epoch 1654/10000
124/124 - 0s - loss: 0.2389 - auc: 0.9539 - val_loss: 0.2458 - val_auc: 0.9524 - 389ms/epoch - 3ms/step
Epoch 1655/10000
124/124 - 0s - loss: 0.2390 - auc: 0.9538 - val_loss: 0.2457 - val_auc: 0.9524 - 340ms/epoch - 3ms/step
Epoch 1656/10000
124/124 - 0s - loss: 0.2389 - auc: 0.9539 - val_loss: 0.2458 - val_auc: 0.9523 - 381ms/epoch - 3ms/step
Epoch 1657/10000
124/124 - 0s - loss: 0.2389 - auc: 0.9537 - val_loss: 0.2457 - val_auc: 0.9525 - 387ms/epoch - 3ms/step
Epoch 1658/10000
124/124 - 0s - loss: 0.2389 - auc: 0.9538 - val_loss: 0.2457 - val_auc: 0.9525 - 386ms/epoch - 3ms/step
Epoch 1659/10000
124/124 - 0s - loss: 0.2389 - auc: 0.9538 - val_loss: 0.2457 - val_auc: 0.9524 - 386ms/epoch - 3ms/step
Epoch 1660/10000
124/124 - 0s - loss: 0.2389 - auc: 0.9538 - val_loss: 0.2458 - val_auc: 0.9525 - 339ms/epoch - 3ms/step
Epoch 1661/10000
124/124 - 0s - loss: 0.2389 - auc: 0.9539 - val_loss: 0.2456 - val_auc: 0.9527 - 381ms/epoch - 3ms/step
Epoch 1662/10000
124/124 - 0s - loss: 0.2388 - auc: 0.9538 - val_loss: 0.2456 - val_auc: 0.9525 - 389ms/epoch - 3ms/step
Epoch 1663/10000
124/124 - 0s - loss: 0.2389 - auc: 0.9539 - val_loss: 0.2456 - val_auc: 0.9525 - 390ms/epoch - 3ms/step
Epoch 1664/10000
124/124 - 0s - loss: 0.2389 - auc: 0.9538 - val_loss: 0.2455 - val_auc: 0.9525 - 332ms/epoch - 3ms/step
Epoch 1665/10000
124/124 - 0s - loss: 0.2389 - auc: 0.9537 - val_loss: 0.2455 - val_auc: 0.9526 - 369ms/epoch - 3ms/step
Epoch 1666/10000
124/124 - 0s - loss: 0.2387 - auc: 0.9540 - val_loss: 0.2455 - val_auc: 0.9527 - 323ms/epoch - 3ms/step
Epoch 1667/10000
124/124 - 0s - loss: 0.2386 - auc: 0.9540 - val_loss: 0.2456 - val_auc: 0.9526 - 381ms/epoch - 3ms/step
Epoch 1668/10000
124/124 - 0s - loss: 0.2387 - auc: 0.9539 - val_loss: 0.2458 - val_auc: 0.9525 - 329ms/epoch - 3ms/step
Epoch 1669/10000
124/124 - 0s - loss: 0.2388 - auc: 0.9538 - val_loss: 0.2455 - val_auc: 0.9526 - 363ms/epoch - 3ms/step
Epoch 1670/10000
124/124 - 0s - loss: 0.2386 - auc: 0.9538 - val_loss: 0.2454 - val_auc: 0.9528 - 381ms/epoch - 3ms/step
Epoch 1671/10000
124/124 - 0s - loss: 0.2386 - auc: 0.9538 - val_loss: 0.2454 - val_auc: 0.9525 - 327ms/epoch - 3ms/step
Epoch 1672/10000
124/124 - 0s - loss: 0.2386 - auc: 0.9540 - val_loss: 0.2454 - val_auc: 0.9526 - 376ms/epoch - 3ms/step
Epoch 1673/10000
124/124 - 0s - loss: 0.2386 - auc: 0.9539 - val_loss: 0.2453 - val_auc: 0.9527 - 323ms/epoch - 3ms/step
Epoch 1674/10000
124/124 - 0s - loss: 0.2385 - auc: 0.9539 - val_loss: 0.2454 - val_auc: 0.9526 - 377ms/epoch - 3ms/step
Epoch 1675/10000
124/124 - 0s - loss: 0.2386 - auc: 0.9539 - val_loss: 0.2453 - val_auc: 0.9528 - 320ms/epoch - 3ms/step
Epoch 1676/10000
124/124 - 0s - loss: 0.2385 - auc: 0.9540 - val_loss: 0.2455 - val_auc: 0.9525 - 374ms/epoch - 3ms/step
Epoch 1677/10000
124/124 - 0s - loss: 0.2385 - auc: 0.9540 - val_loss: 0.2453 - val_auc: 0.9528 - 330ms/epoch - 3ms/step
Epoch 1678/10000
124/124 - 0s - loss: 0.2385 - auc: 0.9539 - val_loss: 0.2453 - val_auc: 0.9527 - 370ms/epoch - 3ms/step
Epoch 1679/10000
124/124 - 0s - loss: 0.2384 - auc: 0.9541 - val_loss: 0.2454 - val_auc: 0.9526 - 332ms/epoch - 3ms/step
Epoch 1680/10000
124/124 - 0s - loss: 0.2384 - auc: 0.9538 - val_loss: 0.2453 - val_auc: 0.9527 - 370ms/epoch - 3ms/step
Epoch 1681/10000
124/124 - 0s - loss: 0.2384 - auc: 0.9542 - val_loss: 0.2452 - val_auc: 0.9526 - 334ms/epoch - 3ms/step
Epoch 1682/10000
124/124 - 0s - loss: 0.2384 - auc: 0.9541 - val_loss: 0.2452 - val_auc: 0.9528 - 334ms/epoch - 3ms/step
Epoch 1683/10000
124/124 - 0s - loss: 0.2384 - auc: 0.9541 - val_loss: 0.2451 - val_auc: 0.9526 - 385ms/epoch - 3ms/step
Epoch 1684/10000
124/124 - 0s - loss: 0.2383 - auc: 0.9539 - val_loss: 0.2451 - val_auc: 0.9526 - 379ms/epoch - 3ms/step
Epoch 1685/10000
124/124 - 0s - loss: 0.2383 - auc: 0.9541 - val_loss: 0.2451 - val_auc: 0.9527 - 325ms/epoch - 3ms/step
Epoch 1686/10000
124/124 - 0s - loss: 0.2383 - auc: 0.9540 - val_loss: 0.2451 - val_auc: 0.9528 - 381ms/epoch - 3ms/step
Epoch 1687/10000
124/124 - 0s - loss: 0.2384 - auc: 0.9540 - val_loss: 0.2451 - val_auc: 0.9528 - 335ms/epoch - 3ms/step
Epoch 1688/10000
124/124 - 0s - loss: 0.2382 - auc: 0.9540 - val_loss: 0.2450 - val_auc: 0.9528 - 377ms/epoch - 3ms/step
Epoch 1689/10000
124/124 - 0s - loss: 0.2383 - auc: 0.9541 - val_loss: 0.2452 - val_auc: 0.9527 - 376ms/epoch - 3ms/step
Epoch 1690/10000
124/124 - 0s - loss: 0.2382 - auc: 0.9541 - val_loss: 0.2451 - val_auc: 0.9528 - 324ms/epoch - 3ms/step
Epoch 1691/10000
124/124 - 0s - loss: 0.2382 - auc: 0.9541 - val_loss: 0.2451 - val_auc: 0.9529 - 385ms/epoch - 3ms/step
Epoch 1692/10000
124/124 - 0s - loss: 0.2383 - auc: 0.9542 - val_loss: 0.2452 - val_auc: 0.9528 - 375ms/epoch - 3ms/step
Epoch 1693/10000
124/124 - 0s - loss: 0.2381 - auc: 0.9541 - val_loss: 0.2449 - val_auc: 0.9530 - 331ms/epoch - 3ms/step
Epoch 1694/10000
124/124 - 0s - loss: 0.2381 - auc: 0.9542 - val_loss: 0.2451 - val_auc: 0.9527 - 397ms/epoch - 3ms/step
Epoch 1695/10000
124/124 - 0s - loss: 0.2381 - auc: 0.9541 - val_loss: 0.2450 - val_auc: 0.9530 - 392ms/epoch - 3ms/step
Epoch 1696/10000
124/124 - 0s - loss: 0.2381 - auc: 0.9542 - val_loss: 0.2449 - val_auc: 0.9527 - 384ms/epoch - 3ms/step
Epoch 1697/10000
124/124 - 0s - loss: 0.2380 - auc: 0.9543 - val_loss: 0.2451 - val_auc: 0.9528 - 394ms/epoch - 3ms/step
Epoch 1698/10000
124/124 - 0s - loss: 0.2380 - auc: 0.9542 - val_loss: 0.2450 - val_auc: 0.9530 - 393ms/epoch - 3ms/step
Epoch 1699/10000
124/124 - 0s - loss: 0.2380 - auc: 0.9542 - val_loss: 0.2449 - val_auc: 0.9530 - 392ms/epoch - 3ms/step
Epoch 1700/10000
124/124 - 0s - loss: 0.2380 - auc: 0.9541 - val_loss: 0.2449 - val_auc: 0.9530 - 346ms/epoch - 3ms/step
Epoch 1701/10000
124/124 - 0s - loss: 0.2380 - auc: 0.9543 - val_loss: 0.2449 - val_auc: 0.9529 - 382ms/epoch - 3ms/step
Epoch 1702/10000
124/124 - 0s - loss: 0.2379 - auc: 0.9542 - val_loss: 0.2450 - val_auc: 0.9529 - 397ms/epoch - 3ms/step
Epoch 1703/10000
124/124 - 0s - loss: 0.2380 - auc: 0.9541 - val_loss: 0.2449 - val_auc: 0.9529 - 393ms/epoch - 3ms/step
Epoch 1704/10000
124/124 - 0s - loss: 0.2379 - auc: 0.9544 - val_loss: 0.2448 - val_auc: 0.9528 - 387ms/epoch - 3ms/step
Epoch 1705/10000
124/124 - 0s - loss: 0.2379 - auc: 0.9543 - val_loss: 0.2450 - val_auc: 0.9530 - 385ms/epoch - 3ms/step
Epoch 1706/10000
124/124 - 0s - loss: 0.2379 - auc: 0.9543 - val_loss: 0.2451 - val_auc: 0.9529 - 334ms/epoch - 3ms/step
Epoch 1707/10000
124/124 - 0s - loss: 0.2379 - auc: 0.9545 - val_loss: 0.2448 - val_auc: 0.9529 - 381ms/epoch - 3ms/step
Epoch 1708/10000
124/124 - 0s - loss: 0.2378 - auc: 0.9542 - val_loss: 0.2448 - val_auc: 0.9529 - 389ms/epoch - 3ms/step
Epoch 1709/10000
124/124 - 0s - loss: 0.2379 - auc: 0.9542 - val_loss: 0.2449 - val_auc: 0.9529 - 386ms/epoch - 3ms/step
Epoch 1710/10000
124/124 - 0s - loss: 0.2378 - auc: 0.9542 - val_loss: 0.2447 - val_auc: 0.9531 - 330ms/epoch - 3ms/step
Epoch 1711/10000
124/124 - 0s - loss: 0.2377 - auc: 0.9543 - val_loss: 0.2449 - val_auc: 0.9529 - 385ms/epoch - 3ms/step
Epoch 1712/10000
124/124 - 0s - loss: 0.2377 - auc: 0.9544 - val_loss: 0.2450 - val_auc: 0.9528 - 384ms/epoch - 3ms/step
Epoch 1713/10000
124/124 - 0s - loss: 0.2379 - auc: 0.9542 - val_loss: 0.2448 - val_auc: 0.9531 - 342ms/epoch - 3ms/step
Epoch 1714/10000
124/124 - 0s - loss: 0.2376 - auc: 0.9544 - val_loss: 0.2445 - val_auc: 0.9530 - 372ms/epoch - 3ms/step
Epoch 1715/10000
124/124 - 0s - loss: 0.2378 - auc: 0.9543 - val_loss: 0.2446 - val_auc: 0.9529 - 379ms/epoch - 3ms/step
Epoch 1716/10000
124/124 - 0s - loss: 0.2377 - auc: 0.9544 - val_loss: 0.2446 - val_auc: 0.9530 - 342ms/epoch - 3ms/step
Epoch 1717/10000
124/124 - 0s - loss: 0.2378 - auc: 0.9544 - val_loss: 0.2446 - val_auc: 0.9529 - 380ms/epoch - 3ms/step
Epoch 1718/10000
124/124 - 0s - loss: 0.2376 - auc: 0.9543 - val_loss: 0.2447 - val_auc: 0.9531 - 376ms/epoch - 3ms/step
Epoch 1719/10000
124/124 - 0s - loss: 0.2377 - auc: 0.9542 - val_loss: 0.2447 - val_auc: 0.9530 - 333ms/epoch - 3ms/step
Epoch 1720/10000
124/124 - 0s - loss: 0.2376 - auc: 0.9543 - val_loss: 0.2445 - val_auc: 0.9531 - 377ms/epoch - 3ms/step
Epoch 1721/10000
124/124 - 0s - loss: 0.2375 - auc: 0.9545 - val_loss: 0.2445 - val_auc: 0.9531 - 414ms/epoch - 3ms/step
Epoch 1722/10000
124/124 - 0s - loss: 0.2375 - auc: 0.9544 - val_loss: 0.2445 - val_auc: 0.9532 - 395ms/epoch - 3ms/step
Epoch 1723/10000
124/124 - 0s - loss: 0.2375 - auc: 0.9544 - val_loss: 0.2446 - val_auc: 0.9531 - 488ms/epoch - 4ms/step
Epoch 1724/10000
124/124 - 0s - loss: 0.2375 - auc: 0.9543 - val_loss: 0.2445 - val_auc: 0.9530 - 438ms/epoch - 4ms/step
Epoch 1725/10000
124/124 - 0s - loss: 0.2374 - auc: 0.9543 - val_loss: 0.2445 - val_auc: 0.9532 - 384ms/epoch - 3ms/step
Epoch 1726/10000
124/124 - 0s - loss: 0.2374 - auc: 0.9545 - val_loss: 0.2446 - val_auc: 0.9531 - 379ms/epoch - 3ms/step
Epoch 1727/10000
124/124 - 0s - loss: 0.2374 - auc: 0.9545 - val_loss: 0.2444 - val_auc: 0.9531 - 325ms/epoch - 3ms/step
Epoch 1728/10000
124/124 - 0s - loss: 0.2373 - auc: 0.9545 - val_loss: 0.2445 - val_auc: 0.9530 - 368ms/epoch - 3ms/step
Epoch 1729/10000
124/124 - 0s - loss: 0.2375 - auc: 0.9544 - val_loss: 0.2446 - val_auc: 0.9530 - 326ms/epoch - 3ms/step
Epoch 1730/10000
124/124 - 0s - loss: 0.2373 - auc: 0.9545 - val_loss: 0.2444 - val_auc: 0.9533 - 375ms/epoch - 3ms/step
Epoch 1731/10000
124/124 - 0s - loss: 0.2374 - auc: 0.9545 - val_loss: 0.2443 - val_auc: 0.9532 - 331ms/epoch - 3ms/step
Epoch 1732/10000
124/124 - 0s - loss: 0.2373 - auc: 0.9544 - val_loss: 0.2443 - val_auc: 0.9531 - 373ms/epoch - 3ms/step
Epoch 1733/10000
124/124 - 0s - loss: 0.2373 - auc: 0.9545 - val_loss: 0.2443 - val_auc: 0.9531 - 380ms/epoch - 3ms/step
Epoch 1734/10000
124/124 - 0s - loss: 0.2372 - auc: 0.9545 - val_loss: 0.2445 - val_auc: 0.9531 - 326ms/epoch - 3ms/step
Epoch 1735/10000
124/124 - 0s - loss: 0.2372 - auc: 0.9543 - val_loss: 0.2444 - val_auc: 0.9532 - 327ms/epoch - 3ms/step
Epoch 1736/10000
124/124 - 0s - loss: 0.2373 - auc: 0.9547 - val_loss: 0.2442 - val_auc: 0.9531 - 325ms/epoch - 3ms/step
Epoch 1737/10000
124/124 - 0s - loss: 0.2372 - auc: 0.9545 - val_loss: 0.2444 - val_auc: 0.9532 - 327ms/epoch - 3ms/step
Epoch 1738/10000
124/124 - 0s - loss: 0.2372 - auc: 0.9544 - val_loss: 0.2442 - val_auc: 0.9533 - 366ms/epoch - 3ms/step
Epoch 1739/10000
124/124 - 0s - loss: 0.2372 - auc: 0.9546 - val_loss: 0.2443 - val_auc: 0.9534 - 330ms/epoch - 3ms/step
Epoch 1740/10000
124/124 - 0s - loss: 0.2373 - auc: 0.9544 - val_loss: 0.2441 - val_auc: 0.9533 - 376ms/epoch - 3ms/step
Epoch 1741/10000
124/124 - 0s - loss: 0.2371 - auc: 0.9545 - val_loss: 0.2443 - val_auc: 0.9533 - 376ms/epoch - 3ms/step
Epoch 1742/10000
124/124 - 0s - loss: 0.2371 - auc: 0.9545 - val_loss: 0.2442 - val_auc: 0.9532 - 330ms/epoch - 3ms/step
Epoch 1743/10000
124/124 - 0s - loss: 0.2372 - auc: 0.9543 - val_loss: 0.2441 - val_auc: 0.9532 - 374ms/epoch - 3ms/step
Epoch 1744/10000
124/124 - 0s - loss: 0.2372 - auc: 0.9544 - val_loss: 0.2441 - val_auc: 0.9532 - 375ms/epoch - 3ms/step
Epoch 1745/10000
124/124 - 0s - loss: 0.2371 - auc: 0.9546 - val_loss: 0.2440 - val_auc: 0.9533 - 327ms/epoch - 3ms/step
Epoch 1746/10000
124/124 - 0s - loss: 0.2371 - auc: 0.9545 - val_loss: 0.2441 - val_auc: 0.9534 - 373ms/epoch - 3ms/step
Epoch 1747/10000
124/124 - 0s - loss: 0.2369 - auc: 0.9549 - val_loss: 0.2440 - val_auc: 0.9533 - 331ms/epoch - 3ms/step
Epoch 1748/10000
124/124 - 0s - loss: 0.2370 - auc: 0.9548 - val_loss: 0.2440 - val_auc: 0.9533 - 383ms/epoch - 3ms/step
Epoch 1749/10000
124/124 - 0s - loss: 0.2371 - auc: 0.9545 - val_loss: 0.2442 - val_auc: 0.9532 - 380ms/epoch - 3ms/step
Epoch 1750/10000
124/124 - 0s - loss: 0.2369 - auc: 0.9547 - val_loss: 0.2440 - val_auc: 0.9533 - 327ms/epoch - 3ms/step
Epoch 1751/10000
124/124 - 0s - loss: 0.2370 - auc: 0.9545 - val_loss: 0.2439 - val_auc: 0.9533 - 387ms/epoch - 3ms/step
Epoch 1752/10000
124/124 - 0s - loss: 0.2370 - auc: 0.9547 - val_loss: 0.2440 - val_auc: 0.9534 - 390ms/epoch - 3ms/step
Epoch 1753/10000
124/124 - 0s - loss: 0.2369 - auc: 0.9548 - val_loss: 0.2439 - val_auc: 0.9534 - 336ms/epoch - 3ms/step
Epoch 1754/10000
124/124 - 0s - loss: 0.2368 - auc: 0.9546 - val_loss: 0.2439 - val_auc: 0.9534 - 377ms/epoch - 3ms/step
Epoch 1755/10000
124/124 - 0s - loss: 0.2368 - auc: 0.9547 - val_loss: 0.2441 - val_auc: 0.9534 - 379ms/epoch - 3ms/step
Epoch 1756/10000
124/124 - 0s - loss: 0.2369 - auc: 0.9546 - val_loss: 0.2442 - val_auc: 0.9533 - 338ms/epoch - 3ms/step
Epoch 1757/10000
124/124 - 0s - loss: 0.2369 - auc: 0.9547 - val_loss: 0.2440 - val_auc: 0.9533 - 371ms/epoch - 3ms/step
Epoch 1758/10000
124/124 - 0s - loss: 0.2368 - auc: 0.9548 - val_loss: 0.2438 - val_auc: 0.9534 - 373ms/epoch - 3ms/step
Epoch 1759/10000
124/124 - 0s - loss: 0.2368 - auc: 0.9547 - val_loss: 0.2438 - val_auc: 0.9534 - 322ms/epoch - 3ms/step
Epoch 1760/10000
124/124 - 0s - loss: 0.2367 - auc: 0.9547 - val_loss: 0.2438 - val_auc: 0.9534 - 372ms/epoch - 3ms/step
Epoch 1761/10000
124/124 - 0s - loss: 0.2368 - auc: 0.9547 - val_loss: 0.2439 - val_auc: 0.9534 - 323ms/epoch - 3ms/step
Epoch 1762/10000
124/124 - 0s - loss: 0.2368 - auc: 0.9546 - val_loss: 0.2440 - val_auc: 0.9533 - 325ms/epoch - 3ms/step
Epoch 1763/10000
124/124 - 0s - loss: 0.2367 - auc: 0.9548 - val_loss: 0.2438 - val_auc: 0.9534 - 369ms/epoch - 3ms/step
Epoch 1764/10000
124/124 - 0s - loss: 0.2366 - auc: 0.9548 - val_loss: 0.2438 - val_auc: 0.9534 - 377ms/epoch - 3ms/step
Epoch 1765/10000
124/124 - 0s - loss: 0.2366 - auc: 0.9548 - val_loss: 0.2440 - val_auc: 0.9534 - 344ms/epoch - 3ms/step
Epoch 1766/10000
124/124 - 0s - loss: 0.2366 - auc: 0.9547 - val_loss: 0.2437 - val_auc: 0.9534 - 369ms/epoch - 3ms/step
Epoch 1767/10000
124/124 - 0s - loss: 0.2367 - auc: 0.9548 - val_loss: 0.2437 - val_auc: 0.9534 - 381ms/epoch - 3ms/step
Epoch 1768/10000
124/124 - 0s - loss: 0.2366 - auc: 0.9548 - val_loss: 0.2437 - val_auc: 0.9534 - 392ms/epoch - 3ms/step
Epoch 1769/10000
124/124 - 0s - loss: 0.2366 - auc: 0.9549 - val_loss: 0.2438 - val_auc: 0.9534 - 337ms/epoch - 3ms/step
Epoch 1770/10000
124/124 - 0s - loss: 0.2366 - auc: 0.9547 - val_loss: 0.2438 - val_auc: 0.9534 - 387ms/epoch - 3ms/step
Epoch 1771/10000
124/124 - 0s - loss: 0.2365 - auc: 0.9549 - val_loss: 0.2437 - val_auc: 0.9535 - 389ms/epoch - 3ms/step
Epoch 1772/10000
124/124 - 0s - loss: 0.2364 - auc: 0.9549 - val_loss: 0.2435 - val_auc: 0.9537 - 391ms/epoch - 3ms/step
Epoch 1773/10000
124/124 - 0s - loss: 0.2365 - auc: 0.9548 - val_loss: 0.2437 - val_auc: 0.9534 - 390ms/epoch - 3ms/step
Epoch 1774/10000
124/124 - 0s - loss: 0.2365 - auc: 0.9548 - val_loss: 0.2436 - val_auc: 0.9535 - 345ms/epoch - 3ms/step
Epoch 1775/10000
124/124 - 0s - loss: 0.2364 - auc: 0.9550 - val_loss: 0.2436 - val_auc: 0.9535 - 418ms/epoch - 3ms/step
Epoch 1776/10000
124/124 - 0s - loss: 0.2365 - auc: 0.9548 - val_loss: 0.2436 - val_auc: 0.9535 - 375ms/epoch - 3ms/step
Epoch 1777/10000
124/124 - 0s - loss: 0.2364 - auc: 0.9548 - val_loss: 0.2435 - val_auc: 0.9535 - 380ms/epoch - 3ms/step
Epoch 1778/10000
124/124 - 0s - loss: 0.2364 - auc: 0.9549 - val_loss: 0.2435 - val_auc: 0.9535 - 386ms/epoch - 3ms/step
Epoch 1779/10000
124/124 - 0s - loss: 0.2363 - auc: 0.9550 - val_loss: 0.2436 - val_auc: 0.9537 - 389ms/epoch - 3ms/step
Epoch 1780/10000
124/124 - 0s - loss: 0.2363 - auc: 0.9550 - val_loss: 0.2436 - val_auc: 0.9535 - 329ms/epoch - 3ms/step
Epoch 1781/10000
124/124 - 0s - loss: 0.2363 - auc: 0.9549 - val_loss: 0.2435 - val_auc: 0.9536 - 392ms/epoch - 3ms/step
Epoch 1782/10000
124/124 - 0s - loss: 0.2363 - auc: 0.9549 - val_loss: 0.2435 - val_auc: 0.9536 - 393ms/epoch - 3ms/step
Epoch 1783/10000
124/124 - 0s - loss: 0.2363 - auc: 0.9550 - val_loss: 0.2435 - val_auc: 0.9535 - 382ms/epoch - 3ms/step
Epoch 1784/10000
124/124 - 0s - loss: 0.2363 - auc: 0.9550 - val_loss: 0.2435 - val_auc: 0.9536 - 385ms/epoch - 3ms/step
Epoch 1785/10000
124/124 - 0s - loss: 0.2363 - auc: 0.9549 - val_loss: 0.2434 - val_auc: 0.9536 - 337ms/epoch - 3ms/step
Epoch 1786/10000
124/124 - 0s - loss: 0.2363 - auc: 0.9548 - val_loss: 0.2434 - val_auc: 0.9537 - 378ms/epoch - 3ms/step
Epoch 1787/10000
124/124 - 0s - loss: 0.2362 - auc: 0.9550 - val_loss: 0.2434 - val_auc: 0.9537 - 378ms/epoch - 3ms/step
Epoch 1788/10000
124/124 - 0s - loss: 0.2362 - auc: 0.9549 - val_loss: 0.2434 - val_auc: 0.9537 - 337ms/epoch - 3ms/step
Epoch 1789/10000
124/124 - 0s - loss: 0.2362 - auc: 0.9551 - val_loss: 0.2434 - val_auc: 0.9537 - 375ms/epoch - 3ms/step
Epoch 1790/10000
124/124 - 0s - loss: 0.2362 - auc: 0.9550 - val_loss: 0.2434 - val_auc: 0.9536 - 379ms/epoch - 3ms/step
Epoch 1791/10000
124/124 - 0s - loss: 0.2361 - auc: 0.9551 - val_loss: 0.2434 - val_auc: 0.9538 - 329ms/epoch - 3ms/step
Epoch 1792/10000
124/124 - 0s - loss: 0.2361 - auc: 0.9550 - val_loss: 0.2435 - val_auc: 0.9538 - 377ms/epoch - 3ms/step
Epoch 1793/10000
124/124 - 0s - loss: 0.2361 - auc: 0.9550 - val_loss: 0.2432 - val_auc: 0.9538 - 329ms/epoch - 3ms/step
Epoch 1794/10000
124/124 - 0s - loss: 0.2360 - auc: 0.9551 - val_loss: 0.2433 - val_auc: 0.9537 - 362ms/epoch - 3ms/step
Epoch 1795/10000
124/124 - 0s - loss: 0.2360 - auc: 0.9552 - val_loss: 0.2433 - val_auc: 0.9537 - 329ms/epoch - 3ms/step
Epoch 1796/10000
124/124 - 0s - loss: 0.2360 - auc: 0.9550 - val_loss: 0.2432 - val_auc: 0.9537 - 373ms/epoch - 3ms/step
Epoch 1797/10000
124/124 - 0s - loss: 0.2359 - auc: 0.9551 - val_loss: 0.2432 - val_auc: 0.9537 - 336ms/epoch - 3ms/step
Epoch 1798/10000
124/124 - 0s - loss: 0.2360 - auc: 0.9550 - val_loss: 0.2433 - val_auc: 0.9536 - 371ms/epoch - 3ms/step
Epoch 1799/10000
124/124 - 0s - loss: 0.2360 - auc: 0.9549 - val_loss: 0.2433 - val_auc: 0.9539 - 376ms/epoch - 3ms/step
Epoch 1800/10000
124/124 - 0s - loss: 0.2361 - auc: 0.9551 - val_loss: 0.2431 - val_auc: 0.9539 - 326ms/epoch - 3ms/step
Epoch 1801/10000
124/124 - 0s - loss: 0.2359 - auc: 0.9552 - val_loss: 0.2432 - val_auc: 0.9538 - 379ms/epoch - 3ms/step
Epoch 1802/10000
124/124 - 0s - loss: 0.2360 - auc: 0.9551 - val_loss: 0.2431 - val_auc: 0.9539 - 383ms/epoch - 3ms/step
Epoch 1803/10000
124/124 - 0s - loss: 0.2359 - auc: 0.9550 - val_loss: 0.2431 - val_auc: 0.9538 - 337ms/epoch - 3ms/step
Epoch 1804/10000
124/124 - 0s - loss: 0.2358 - auc: 0.9551 - val_loss: 0.2433 - val_auc: 0.9538 - 379ms/epoch - 3ms/step
Epoch 1805/10000
124/124 - 0s - loss: 0.2359 - auc: 0.9551 - val_loss: 0.2434 - val_auc: 0.9539 - 378ms/epoch - 3ms/step
Epoch 1806/10000
124/124 - 0s - loss: 0.2359 - auc: 0.9551 - val_loss: 0.2431 - val_auc: 0.9540 - 334ms/epoch - 3ms/step
Epoch 1807/10000
124/124 - 0s - loss: 0.2358 - auc: 0.9551 - val_loss: 0.2431 - val_auc: 0.9537 - 376ms/epoch - 3ms/step
Epoch 1808/10000
124/124 - 0s - loss: 0.2358 - auc: 0.9551 - val_loss: 0.2431 - val_auc: 0.9538 - 335ms/epoch - 3ms/step
Epoch 1809/10000
124/124 - 0s - loss: 0.2357 - auc: 0.9552 - val_loss: 0.2430 - val_auc: 0.9539 - 374ms/epoch - 3ms/step
Epoch 1810/10000
124/124 - 0s - loss: 0.2357 - auc: 0.9552 - val_loss: 0.2432 - val_auc: 0.9540 - 383ms/epoch - 3ms/step
Epoch 1811/10000
124/124 - 0s - loss: 0.2357 - auc: 0.9552 - val_loss: 0.2432 - val_auc: 0.9537 - 379ms/epoch - 3ms/step
Epoch 1812/10000
124/124 - 0s - loss: 0.2358 - auc: 0.9551 - val_loss: 0.2429 - val_auc: 0.9540 - 333ms/epoch - 3ms/step
Epoch 1813/10000
124/124 - 0s - loss: 0.2357 - auc: 0.9552 - val_loss: 0.2430 - val_auc: 0.9539 - 380ms/epoch - 3ms/step
Epoch 1814/10000
124/124 - 0s - loss: 0.2356 - auc: 0.9552 - val_loss: 0.2430 - val_auc: 0.9538 - 382ms/epoch - 3ms/step
Epoch 1815/10000
124/124 - 0s - loss: 0.2357 - auc: 0.9552 - val_loss: 0.2431 - val_auc: 0.9537 - 329ms/epoch - 3ms/step
Epoch 1816/10000
124/124 - 0s - loss: 0.2355 - auc: 0.9553 - val_loss: 0.2428 - val_auc: 0.9539 - 379ms/epoch - 3ms/step
Epoch 1817/10000
124/124 - 0s - loss: 0.2356 - auc: 0.9552 - val_loss: 0.2430 - val_auc: 0.9538 - 332ms/epoch - 3ms/step
Epoch 1818/10000
124/124 - 0s - loss: 0.2357 - auc: 0.9552 - val_loss: 0.2431 - val_auc: 0.9539 - 367ms/epoch - 3ms/step
Epoch 1819/10000
124/124 - 0s - loss: 0.2355 - auc: 0.9553 - val_loss: 0.2428 - val_auc: 0.9541 - 380ms/epoch - 3ms/step
Epoch 1820/10000
124/124 - 0s - loss: 0.2355 - auc: 0.9553 - val_loss: 0.2428 - val_auc: 0.9541 - 344ms/epoch - 3ms/step
Epoch 1821/10000
124/124 - 0s - loss: 0.2355 - auc: 0.9552 - val_loss: 0.2428 - val_auc: 0.9540 - 383ms/epoch - 3ms/step
Epoch 1822/10000
124/124 - 0s - loss: 0.2355 - auc: 0.9551 - val_loss: 0.2427 - val_auc: 0.9541 - 388ms/epoch - 3ms/step
Epoch 1823/10000
124/124 - 0s - loss: 0.2355 - auc: 0.9552 - val_loss: 0.2429 - val_auc: 0.9539 - 390ms/epoch - 3ms/step
Epoch 1824/10000
124/124 - 0s - loss: 0.2355 - auc: 0.9554 - val_loss: 0.2429 - val_auc: 0.9540 - 339ms/epoch - 3ms/step
Epoch 1825/10000
124/124 - 0s - loss: 0.2355 - auc: 0.9553 - val_loss: 0.2427 - val_auc: 0.9541 - 377ms/epoch - 3ms/step
Epoch 1826/10000
124/124 - 0s - loss: 0.2356 - auc: 0.9552 - val_loss: 0.2427 - val_auc: 0.9542 - 392ms/epoch - 3ms/step
Epoch 1827/10000
124/124 - 0s - loss: 0.2354 - auc: 0.9554 - val_loss: 0.2427 - val_auc: 0.9541 - 387ms/epoch - 3ms/step
Epoch 1828/10000
124/124 - 0s - loss: 0.2355 - auc: 0.9551 - val_loss: 0.2427 - val_auc: 0.9541 - 387ms/epoch - 3ms/step
Epoch 1829/10000
124/124 - 0s - loss: 0.2354 - auc: 0.9556 - val_loss: 0.2426 - val_auc: 0.9541 - 362ms/epoch - 3ms/step
Epoch 1830/10000
124/124 - 0s - loss: 0.2353 - auc: 0.9554 - val_loss: 0.2428 - val_auc: 0.9539 - 358ms/epoch - 3ms/step
Epoch 1831/10000
124/124 - 0s - loss: 0.2354 - auc: 0.9553 - val_loss: 0.2426 - val_auc: 0.9541 - 379ms/epoch - 3ms/step
Epoch 1832/10000
124/124 - 0s - loss: 0.2353 - auc: 0.9553 - val_loss: 0.2425 - val_auc: 0.9541 - 323ms/epoch - 3ms/step
Epoch 1833/10000
124/124 - 0s - loss: 0.2353 - auc: 0.9553 - val_loss: 0.2425 - val_auc: 0.9542 - 372ms/epoch - 3ms/step
Epoch 1834/10000
124/124 - 0s - loss: 0.2352 - auc: 0.9553 - val_loss: 0.2428 - val_auc: 0.9540 - 336ms/epoch - 3ms/step
Epoch 1835/10000
124/124 - 0s - loss: 0.2352 - auc: 0.9555 - val_loss: 0.2425 - val_auc: 0.9541 - 372ms/epoch - 3ms/step
Epoch 1836/10000
124/124 - 0s - loss: 0.2353 - auc: 0.9554 - val_loss: 0.2426 - val_auc: 0.9542 - 381ms/epoch - 3ms/step
Epoch 1837/10000
124/124 - 0s - loss: 0.2352 - auc: 0.9554 - val_loss: 0.2426 - val_auc: 0.9542 - 332ms/epoch - 3ms/step
Epoch 1838/10000
124/124 - 0s - loss: 0.2352 - auc: 0.9554 - val_loss: 0.2426 - val_auc: 0.9541 - 381ms/epoch - 3ms/step
Epoch 1839/10000
124/124 - 0s - loss: 0.2351 - auc: 0.9555 - val_loss: 0.2426 - val_auc: 0.9541 - 381ms/epoch - 3ms/step
Epoch 1840/10000
124/124 - 0s - loss: 0.2352 - auc: 0.9555 - val_loss: 0.2425 - val_auc: 0.9542 - 342ms/epoch - 3ms/step
Epoch 1841/10000
124/124 - 0s - loss: 0.2352 - auc: 0.9556 - val_loss: 0.2425 - val_auc: 0.9543 - 394ms/epoch - 3ms/step
Epoch 1842/10000
124/124 - 0s - loss: 0.2353 - auc: 0.9552 - val_loss: 0.2425 - val_auc: 0.9543 - 378ms/epoch - 3ms/step
Epoch 1843/10000
124/124 - 0s - loss: 0.2352 - auc: 0.9555 - val_loss: 0.2424 - val_auc: 0.9544 - 388ms/epoch - 3ms/step
Epoch 1844/10000
124/124 - 0s - loss: 0.2352 - auc: 0.9554 - val_loss: 0.2424 - val_auc: 0.9543 - 385ms/epoch - 3ms/step
Epoch 1845/10000
124/124 - 0s - loss: 0.2351 - auc: 0.9555 - val_loss: 0.2425 - val_auc: 0.9541 - 341ms/epoch - 3ms/step
Epoch 1846/10000
124/124 - 0s - loss: 0.2350 - auc: 0.9554 - val_loss: 0.2424 - val_auc: 0.9543 - 379ms/epoch - 3ms/step
Epoch 1847/10000
124/124 - 0s - loss: 0.2350 - auc: 0.9555 - val_loss: 0.2425 - val_auc: 0.9541 - 381ms/epoch - 3ms/step
Epoch 1848/10000
124/124 - 0s - loss: 0.2350 - auc: 0.9553 - val_loss: 0.2426 - val_auc: 0.9540 - 380ms/epoch - 3ms/step
Epoch 1849/10000
124/124 - 0s - loss: 0.2350 - auc: 0.9555 - val_loss: 0.2424 - val_auc: 0.9543 - 329ms/epoch - 3ms/step
Epoch 1850/10000
124/124 - 0s - loss: 0.2351 - auc: 0.9555 - val_loss: 0.2423 - val_auc: 0.9542 - 383ms/epoch - 3ms/step
Epoch 1851/10000
124/124 - 0s - loss: 0.2351 - auc: 0.9553 - val_loss: 0.2423 - val_auc: 0.9543 - 382ms/epoch - 3ms/step
Epoch 1852/10000
124/124 - 0s - loss: 0.2349 - auc: 0.9556 - val_loss: 0.2425 - val_auc: 0.9541 - 334ms/epoch - 3ms/step
Epoch 1853/10000
124/124 - 0s - loss: 0.2349 - auc: 0.9554 - val_loss: 0.2423 - val_auc: 0.9542 - 380ms/epoch - 3ms/step
Epoch 1854/10000
124/124 - 0s - loss: 0.2350 - auc: 0.9555 - val_loss: 0.2424 - val_auc: 0.9543 - 331ms/epoch - 3ms/step
Epoch 1855/10000
124/124 - 0s - loss: 0.2347 - auc: 0.9557 - val_loss: 0.2422 - val_auc: 0.9544 - 369ms/epoch - 3ms/step
Epoch 1856/10000
124/124 - 0s - loss: 0.2349 - auc: 0.9556 - val_loss: 0.2423 - val_auc: 0.9542 - 381ms/epoch - 3ms/step
Epoch 1857/10000
124/124 - 0s - loss: 0.2349 - auc: 0.9554 - val_loss: 0.2424 - val_auc: 0.9541 - 345ms/epoch - 3ms/step
Epoch 1858/10000
124/124 - 0s - loss: 0.2348 - auc: 0.9556 - val_loss: 0.2422 - val_auc: 0.9544 - 363ms/epoch - 3ms/step
Epoch 1859/10000
124/124 - 0s - loss: 0.2348 - auc: 0.9556 - val_loss: 0.2421 - val_auc: 0.9543 - 331ms/epoch - 3ms/step
Epoch 1860/10000
124/124 - 0s - loss: 0.2347 - auc: 0.9558 - val_loss: 0.2422 - val_auc: 0.9544 - 367ms/epoch - 3ms/step
Epoch 1861/10000
124/124 - 0s - loss: 0.2348 - auc: 0.9556 - val_loss: 0.2421 - val_auc: 0.9545 - 331ms/epoch - 3ms/step
Epoch 1862/10000
124/124 - 0s - loss: 0.2348 - auc: 0.9555 - val_loss: 0.2421 - val_auc: 0.9545 - 327ms/epoch - 3ms/step
Epoch 1863/10000
124/124 - 0s - loss: 0.2347 - auc: 0.9557 - val_loss: 0.2422 - val_auc: 0.9544 - 376ms/epoch - 3ms/step
Epoch 1864/10000
124/124 - 0s - loss: 0.2347 - auc: 0.9557 - val_loss: 0.2422 - val_auc: 0.9544 - 326ms/epoch - 3ms/step
Epoch 1865/10000
124/124 - 0s - loss: 0.2347 - auc: 0.9556 - val_loss: 0.2422 - val_auc: 0.9544 - 376ms/epoch - 3ms/step
Epoch 1866/10000
124/124 - 0s - loss: 0.2346 - auc: 0.9555 - val_loss: 0.2424 - val_auc: 0.9542 - 339ms/epoch - 3ms/step
Epoch 1867/10000
124/124 - 0s - loss: 0.2347 - auc: 0.9557 - val_loss: 0.2420 - val_auc: 0.9545 - 379ms/epoch - 3ms/step
Epoch 1868/10000
124/124 - 0s - loss: 0.2346 - auc: 0.9557 - val_loss: 0.2421 - val_auc: 0.9545 - 391ms/epoch - 3ms/step
Epoch 1869/10000
124/124 - 0s - loss: 0.2345 - auc: 0.9556 - val_loss: 0.2420 - val_auc: 0.9546 - 380ms/epoch - 3ms/step
Epoch 1870/10000
124/124 - 0s - loss: 0.2346 - auc: 0.9556 - val_loss: 0.2420 - val_auc: 0.9545 - 337ms/epoch - 3ms/step
Epoch 1871/10000
124/124 - 0s - loss: 0.2345 - auc: 0.9557 - val_loss: 0.2419 - val_auc: 0.9544 - 381ms/epoch - 3ms/step
Epoch 1872/10000
124/124 - 0s - loss: 0.2347 - auc: 0.9556 - val_loss: 0.2419 - val_auc: 0.9545 - 391ms/epoch - 3ms/step
Epoch 1873/10000
124/124 - 0s - loss: 0.2346 - auc: 0.9558 - val_loss: 0.2419 - val_auc: 0.9546 - 379ms/epoch - 3ms/step
Epoch 1874/10000
124/124 - 0s - loss: 0.2346 - auc: 0.9556 - val_loss: 0.2419 - val_auc: 0.9546 - 339ms/epoch - 3ms/step
Epoch 1875/10000
124/124 - 0s - loss: 0.2345 - auc: 0.9555 - val_loss: 0.2422 - val_auc: 0.9543 - 370ms/epoch - 3ms/step
Epoch 1876/10000
124/124 - 0s - loss: 0.2345 - auc: 0.9557 - val_loss: 0.2420 - val_auc: 0.9545 - 377ms/epoch - 3ms/step
Epoch 1877/10000
124/124 - 0s - loss: 0.2345 - auc: 0.9557 - val_loss: 0.2419 - val_auc: 0.9546 - 331ms/epoch - 3ms/step
Epoch 1878/10000
124/124 - 0s - loss: 0.2344 - auc: 0.9558 - val_loss: 0.2420 - val_auc: 0.9543 - 378ms/epoch - 3ms/step
Epoch 1879/10000
124/124 - 0s - loss: 0.2344 - auc: 0.9555 - val_loss: 0.2420 - val_auc: 0.9544 - 382ms/epoch - 3ms/step
Epoch 1880/10000
124/124 - 0s - loss: 0.2344 - auc: 0.9558 - val_loss: 0.2419 - val_auc: 0.9546 - 343ms/epoch - 3ms/step
Epoch 1881/10000
124/124 - 0s - loss: 0.2343 - auc: 0.9558 - val_loss: 0.2419 - val_auc: 0.9544 - 371ms/epoch - 3ms/step
Epoch 1882/10000
124/124 - 0s - loss: 0.2344 - auc: 0.9558 - val_loss: 0.2419 - val_auc: 0.9544 - 334ms/epoch - 3ms/step
Epoch 1883/10000
124/124 - 0s - loss: 0.2344 - auc: 0.9557 - val_loss: 0.2418 - val_auc: 0.9547 - 331ms/epoch - 3ms/step
Epoch 1884/10000
124/124 - 0s - loss: 0.2343 - auc: 0.9559 - val_loss: 0.2418 - val_auc: 0.9547 - 397ms/epoch - 3ms/step
Epoch 1885/10000
124/124 - 0s - loss: 0.2343 - auc: 0.9557 - val_loss: 0.2420 - val_auc: 0.9544 - 380ms/epoch - 3ms/step
Epoch 1886/10000
124/124 - 0s - loss: 0.2344 - auc: 0.9558 - val_loss: 0.2418 - val_auc: 0.9546 - 336ms/epoch - 3ms/step
Epoch 1887/10000
124/124 - 0s - loss: 0.2342 - auc: 0.9558 - val_loss: 0.2418 - val_auc: 0.9545 - 367ms/epoch - 3ms/step
Epoch 1888/10000
124/124 - 0s - loss: 0.2342 - auc: 0.9559 - val_loss: 0.2417 - val_auc: 0.9547 - 376ms/epoch - 3ms/step
Epoch 1889/10000
124/124 - 0s - loss: 0.2342 - auc: 0.9558 - val_loss: 0.2418 - val_auc: 0.9546 - 326ms/epoch - 3ms/step
Epoch 1890/10000
124/124 - 0s - loss: 0.2343 - auc: 0.9558 - val_loss: 0.2417 - val_auc: 0.9548 - 384ms/epoch - 3ms/step
Epoch 1891/10000
124/124 - 0s - loss: 0.2342 - auc: 0.9557 - val_loss: 0.2417 - val_auc: 0.9546 - 338ms/epoch - 3ms/step
Epoch 1892/10000
124/124 - 0s - loss: 0.2342 - auc: 0.9558 - val_loss: 0.2416 - val_auc: 0.9547 - 368ms/epoch - 3ms/step
Epoch 1893/10000
124/124 - 0s - loss: 0.2342 - auc: 0.9557 - val_loss: 0.2417 - val_auc: 0.9547 - 379ms/epoch - 3ms/step
Epoch 1894/10000
124/124 - 0s - loss: 0.2341 - auc: 0.9558 - val_loss: 0.2417 - val_auc: 0.9547 - 350ms/epoch - 3ms/step
Epoch 1895/10000
124/124 - 0s - loss: 0.2341 - auc: 0.9558 - val_loss: 0.2416 - val_auc: 0.9547 - 365ms/epoch - 3ms/step
Epoch 1896/10000
124/124 - 0s - loss: 0.2341 - auc: 0.9558 - val_loss: 0.2416 - val_auc: 0.9547 - 328ms/epoch - 3ms/step
Epoch 1897/10000
124/124 - 0s - loss: 0.2341 - auc: 0.9558 - val_loss: 0.2416 - val_auc: 0.9548 - 371ms/epoch - 3ms/step
Epoch 1898/10000
124/124 - 0s - loss: 0.2342 - auc: 0.9558 - val_loss: 0.2418 - val_auc: 0.9546 - 383ms/epoch - 3ms/step
Epoch 1899/10000
124/124 - 0s - loss: 0.2340 - auc: 0.9559 - val_loss: 0.2416 - val_auc: 0.9548 - 335ms/epoch - 3ms/step
Epoch 1900/10000
124/124 - 0s - loss: 0.2340 - auc: 0.9560 - val_loss: 0.2417 - val_auc: 0.9547 - 376ms/epoch - 3ms/step
Epoch 1901/10000
124/124 - 0s - loss: 0.2342 - auc: 0.9556 - val_loss: 0.2418 - val_auc: 0.9546 - 391ms/epoch - 3ms/step
Epoch 1902/10000
124/124 - 0s - loss: 0.2340 - auc: 0.9559 - val_loss: 0.2414 - val_auc: 0.9548 - 380ms/epoch - 3ms/step
Epoch 1903/10000
124/124 - 0s - loss: 0.2340 - auc: 0.9559 - val_loss: 0.2415 - val_auc: 0.9548 - 340ms/epoch - 3ms/step
Epoch 1904/10000
124/124 - 0s - loss: 0.2341 - auc: 0.9556 - val_loss: 0.2414 - val_auc: 0.9548 - 378ms/epoch - 3ms/step
Epoch 1905/10000
124/124 - 0s - loss: 0.2339 - auc: 0.9559 - val_loss: 0.2417 - val_auc: 0.9545 - 382ms/epoch - 3ms/step
Epoch 1906/10000
124/124 - 0s - loss: 0.2339 - auc: 0.9558 - val_loss: 0.2415 - val_auc: 0.9549 - 388ms/epoch - 3ms/step
Epoch 1907/10000
124/124 - 0s - loss: 0.2339 - auc: 0.9559 - val_loss: 0.2415 - val_auc: 0.9548 - 349ms/epoch - 3ms/step
Epoch 1908/10000
124/124 - 0s - loss: 0.2340 - auc: 0.9559 - val_loss: 0.2416 - val_auc: 0.9547 - 348ms/epoch - 3ms/step
Epoch 1909/10000
124/124 - 0s - loss: 0.2339 - auc: 0.9559 - val_loss: 0.2414 - val_auc: 0.9550 - 392ms/epoch - 3ms/step
Epoch 1910/10000
124/124 - 0s - loss: 0.2339 - auc: 0.9559 - val_loss: 0.2415 - val_auc: 0.9547 - 385ms/epoch - 3ms/step
Epoch 1911/10000
124/124 - 0s - loss: 0.2338 - auc: 0.9559 - val_loss: 0.2414 - val_auc: 0.9548 - 387ms/epoch - 3ms/step
Epoch 1912/10000
124/124 - 0s - loss: 0.2338 - auc: 0.9560 - val_loss: 0.2415 - val_auc: 0.9548 - 394ms/epoch - 3ms/step
Epoch 1913/10000
124/124 - 0s - loss: 0.2338 - auc: 0.9559 - val_loss: 0.2413 - val_auc: 0.9549 - 331ms/epoch - 3ms/step
Epoch 1914/10000
124/124 - 0s - loss: 0.2338 - auc: 0.9560 - val_loss: 0.2415 - val_auc: 0.9548 - 375ms/epoch - 3ms/step
Epoch 1915/10000
124/124 - 0s - loss: 0.2337 - auc: 0.9561 - val_loss: 0.2413 - val_auc: 0.9549 - 375ms/epoch - 3ms/step
Epoch 1916/10000
124/124 - 0s - loss: 0.2338 - auc: 0.9559 - val_loss: 0.2413 - val_auc: 0.9549 - 324ms/epoch - 3ms/step
Epoch 1917/10000
124/124 - 0s - loss: 0.2337 - auc: 0.9560 - val_loss: 0.2413 - val_auc: 0.9550 - 370ms/epoch - 3ms/step
Epoch 1918/10000
124/124 - 0s - loss: 0.2337 - auc: 0.9560 - val_loss: 0.2414 - val_auc: 0.9548 - 340ms/epoch - 3ms/step
Epoch 1919/10000
124/124 - 0s - loss: 0.2337 - auc: 0.9560 - val_loss: 0.2414 - val_auc: 0.9547 - 373ms/epoch - 3ms/step
Epoch 1920/10000
124/124 - 0s - loss: 0.2337 - auc: 0.9559 - val_loss: 0.2413 - val_auc: 0.9548 - 383ms/epoch - 3ms/step
Epoch 1921/10000
124/124 - 0s - loss: 0.2337 - auc: 0.9561 - val_loss: 0.2412 - val_auc: 0.9550 - 326ms/epoch - 3ms/step
Epoch 1922/10000
124/124 - 0s - loss: 0.2337 - auc: 0.9559 - val_loss: 0.2412 - val_auc: 0.9550 - 387ms/epoch - 3ms/step
Epoch 1923/10000
124/124 - 0s - loss: 0.2337 - auc: 0.9560 - val_loss: 0.2412 - val_auc: 0.9549 - 376ms/epoch - 3ms/step
Epoch 1924/10000
124/124 - 0s - loss: 0.2338 - auc: 0.9559 - val_loss: 0.2412 - val_auc: 0.9550 - 329ms/epoch - 3ms/step
Epoch 1925/10000
124/124 - 0s - loss: 0.2336 - auc: 0.9562 - val_loss: 0.2412 - val_auc: 0.9550 - 378ms/epoch - 3ms/step
Epoch 1926/10000
124/124 - 0s - loss: 0.2335 - auc: 0.9561 - val_loss: 0.2413 - val_auc: 0.9548 - 332ms/epoch - 3ms/step
Epoch 1927/10000
124/124 - 0s - loss: 0.2335 - auc: 0.9561 - val_loss: 0.2412 - val_auc: 0.9549 - 372ms/epoch - 3ms/step
Epoch 1928/10000
124/124 - 0s - loss: 0.2335 - auc: 0.9560 - val_loss: 0.2413 - val_auc: 0.9548 - 380ms/epoch - 3ms/step
Epoch 1929/10000
124/124 - 0s - loss: 0.2336 - auc: 0.9560 - val_loss: 0.2412 - val_auc: 0.9550 - 330ms/epoch - 3ms/step
Epoch 1930/10000
124/124 - 0s - loss: 0.2335 - auc: 0.9560 - val_loss: 0.2412 - val_auc: 0.9549 - 382ms/epoch - 3ms/step
Epoch 1931/10000
124/124 - 0s - loss: 0.2335 - auc: 0.9559 - val_loss: 0.2411 - val_auc: 0.9550 - 391ms/epoch - 3ms/step
Epoch 1932/10000
124/124 - 0s - loss: 0.2334 - auc: 0.9561 - val_loss: 0.2410 - val_auc: 0.9551 - 402ms/epoch - 3ms/step
Epoch 1933/10000
124/124 - 0s - loss: 0.2335 - auc: 0.9562 - val_loss: 0.2410 - val_auc: 0.9550 - 399ms/epoch - 3ms/step
Epoch 1934/10000
124/124 - 0s - loss: 0.2334 - auc: 0.9562 - val_loss: 0.2410 - val_auc: 0.9550 - 391ms/epoch - 3ms/step
Epoch 1935/10000
124/124 - 0s - loss: 0.2334 - auc: 0.9562 - val_loss: 0.2410 - val_auc: 0.9551 - 389ms/epoch - 3ms/step
Epoch 1936/10000
124/124 - 0s - loss: 0.2334 - auc: 0.9562 - val_loss: 0.2409 - val_auc: 0.9552 - 386ms/epoch - 3ms/step
Epoch 1937/10000
124/124 - 0s - loss: 0.2333 - auc: 0.9561 - val_loss: 0.2411 - val_auc: 0.9550 - 341ms/epoch - 3ms/step
Epoch 1938/10000
124/124 - 0s - loss: 0.2333 - auc: 0.9562 - val_loss: 0.2410 - val_auc: 0.9551 - 415ms/epoch - 3ms/step
Epoch 1939/10000
124/124 - 0s - loss: 0.2334 - auc: 0.9561 - val_loss: 0.2410 - val_auc: 0.9551 - 378ms/epoch - 3ms/step
Epoch 1940/10000
124/124 - 0s - loss: 0.2333 - auc: 0.9561 - val_loss: 0.2409 - val_auc: 0.9551 - 395ms/epoch - 3ms/step
Epoch 1941/10000
124/124 - 0s - loss: 0.2333 - auc: 0.9562 - val_loss: 0.2410 - val_auc: 0.9550 - 389ms/epoch - 3ms/step
Epoch 1942/10000
124/124 - 0s - loss: 0.2332 - auc: 0.9562 - val_loss: 0.2410 - val_auc: 0.9550 - 389ms/epoch - 3ms/step
Epoch 1943/10000
124/124 - 0s - loss: 0.2333 - auc: 0.9561 - val_loss: 0.2411 - val_auc: 0.9549 - 388ms/epoch - 3ms/step
Epoch 1944/10000
124/124 - 0s - loss: 0.2333 - auc: 0.9561 - val_loss: 0.2410 - val_auc: 0.9549 - 396ms/epoch - 3ms/step
Epoch 1945/10000
124/124 - 0s - loss: 0.2332 - auc: 0.9562 - val_loss: 0.2409 - val_auc: 0.9552 - 400ms/epoch - 3ms/step
Epoch 1946/10000
124/124 - 0s - loss: 0.2333 - auc: 0.9564 - val_loss: 0.2409 - val_auc: 0.9552 - 389ms/epoch - 3ms/step
Epoch 1947/10000
124/124 - 0s - loss: 0.2332 - auc: 0.9563 - val_loss: 0.2408 - val_auc: 0.9552 - 350ms/epoch - 3ms/step
Epoch 1948/10000
124/124 - 0s - loss: 0.2332 - auc: 0.9563 - val_loss: 0.2409 - val_auc: 0.9551 - 373ms/epoch - 3ms/step
Epoch 1949/10000
124/124 - 0s - loss: 0.2331 - auc: 0.9563 - val_loss: 0.2407 - val_auc: 0.9552 - 386ms/epoch - 3ms/step
Epoch 1950/10000
124/124 - 0s - loss: 0.2331 - auc: 0.9562 - val_loss: 0.2408 - val_auc: 0.9552 - 381ms/epoch - 3ms/step
Epoch 1951/10000
124/124 - 0s - loss: 0.2332 - auc: 0.9562 - val_loss: 0.2409 - val_auc: 0.9550 - 333ms/epoch - 3ms/step
Epoch 1952/10000
124/124 - 0s - loss: 0.2331 - auc: 0.9562 - val_loss: 0.2409 - val_auc: 0.9550 - 376ms/epoch - 3ms/step
Epoch 1953/10000
124/124 - 0s - loss: 0.2331 - auc: 0.9563 - val_loss: 0.2409 - val_auc: 0.9551 - 333ms/epoch - 3ms/step
Epoch 1954/10000
124/124 - 0s - loss: 0.2331 - auc: 0.9563 - val_loss: 0.2408 - val_auc: 0.9552 - 373ms/epoch - 3ms/step
Epoch 1955/10000
124/124 - 0s - loss: 0.2330 - auc: 0.9563 - val_loss: 0.2408 - val_auc: 0.9552 - 374ms/epoch - 3ms/step
Epoch 1956/10000
124/124 - 0s - loss: 0.2330 - auc: 0.9563 - val_loss: 0.2406 - val_auc: 0.9553 - 326ms/epoch - 3ms/step
Epoch 1957/10000
124/124 - 0s - loss: 0.2330 - auc: 0.9563 - val_loss: 0.2408 - val_auc: 0.9551 - 376ms/epoch - 3ms/step
Epoch 1958/10000
124/124 - 0s - loss: 0.2330 - auc: 0.9563 - val_loss: 0.2407 - val_auc: 0.9552 - 334ms/epoch - 3ms/step
Epoch 1959/10000
124/124 - 0s - loss: 0.2330 - auc: 0.9563 - val_loss: 0.2408 - val_auc: 0.9551 - 374ms/epoch - 3ms/step
Epoch 1960/10000
124/124 - 0s - loss: 0.2329 - auc: 0.9564 - val_loss: 0.2407 - val_auc: 0.9553 - 380ms/epoch - 3ms/step
Epoch 1961/10000
124/124 - 0s - loss: 0.2330 - auc: 0.9563 - val_loss: 0.2408 - val_auc: 0.9552 - 338ms/epoch - 3ms/step
Epoch 1962/10000
124/124 - 0s - loss: 0.2329 - auc: 0.9564 - val_loss: 0.2407 - val_auc: 0.9552 - 376ms/epoch - 3ms/step
Epoch 1963/10000
124/124 - 0s - loss: 0.2330 - auc: 0.9563 - val_loss: 0.2406 - val_auc: 0.9553 - 381ms/epoch - 3ms/step
Epoch 1964/10000
124/124 - 0s - loss: 0.2328 - auc: 0.9562 - val_loss: 0.2410 - val_auc: 0.9550 - 336ms/epoch - 3ms/step
Epoch 1965/10000
124/124 - 0s - loss: 0.2328 - auc: 0.9564 - val_loss: 0.2406 - val_auc: 0.9554 - 391ms/epoch - 3ms/step
Epoch 1966/10000
124/124 - 0s - loss: 0.2330 - auc: 0.9563 - val_loss: 0.2405 - val_auc: 0.9553 - 382ms/epoch - 3ms/step
Epoch 1967/10000
124/124 - 0s - loss: 0.2328 - auc: 0.9566 - val_loss: 0.2405 - val_auc: 0.9553 - 333ms/epoch - 3ms/step
Epoch 1968/10000
124/124 - 0s - loss: 0.2328 - auc: 0.9564 - val_loss: 0.2407 - val_auc: 0.9552 - 372ms/epoch - 3ms/step
Epoch 1969/10000
124/124 - 0s - loss: 0.2328 - auc: 0.9563 - val_loss: 0.2406 - val_auc: 0.9552 - 379ms/epoch - 3ms/step
Epoch 1970/10000
124/124 - 0s - loss: 0.2327 - auc: 0.9564 - val_loss: 0.2405 - val_auc: 0.9554 - 338ms/epoch - 3ms/step
Epoch 1971/10000
124/124 - 0s - loss: 0.2327 - auc: 0.9565 - val_loss: 0.2405 - val_auc: 0.9554 - 377ms/epoch - 3ms/step
Epoch 1972/10000
124/124 - 0s - loss: 0.2328 - auc: 0.9565 - val_loss: 0.2405 - val_auc: 0.9553 - 377ms/epoch - 3ms/step
Epoch 1973/10000
124/124 - 0s - loss: 0.2327 - auc: 0.9565 - val_loss: 0.2406 - val_auc: 0.9553 - 334ms/epoch - 3ms/step
Epoch 1974/10000
124/124 - 0s - loss: 0.2327 - auc: 0.9564 - val_loss: 0.2406 - val_auc: 0.9552 - 375ms/epoch - 3ms/step
Epoch 1975/10000
124/124 - 0s - loss: 0.2327 - auc: 0.9564 - val_loss: 0.2407 - val_auc: 0.9552 - 380ms/epoch - 3ms/step
Epoch 1976/10000
124/124 - 0s - loss: 0.2328 - auc: 0.9565 - val_loss: 0.2404 - val_auc: 0.9554 - 336ms/epoch - 3ms/step
Epoch 1977/10000
124/124 - 0s - loss: 0.2326 - auc: 0.9565 - val_loss: 0.2405 - val_auc: 0.9553 - 376ms/epoch - 3ms/step
Epoch 1978/10000
124/124 - 0s - loss: 0.2326 - auc: 0.9564 - val_loss: 0.2403 - val_auc: 0.9554 - 381ms/epoch - 3ms/step
Epoch 1979/10000
124/124 - 0s - loss: 0.2326 - auc: 0.9566 - val_loss: 0.2406 - val_auc: 0.9553 - 320ms/epoch - 3ms/step
Epoch 1980/10000
124/124 - 0s - loss: 0.2326 - auc: 0.9566 - val_loss: 0.2404 - val_auc: 0.9554 - 374ms/epoch - 3ms/step
Epoch 1981/10000
124/124 - 0s - loss: 0.2325 - auc: 0.9564 - val_loss: 0.2404 - val_auc: 0.9553 - 329ms/epoch - 3ms/step
Epoch 1982/10000
124/124 - 0s - loss: 0.2326 - auc: 0.9565 - val_loss: 0.2403 - val_auc: 0.9555 - 442ms/epoch - 4ms/step
Epoch 1983/10000
124/124 - 0s - loss: 0.2326 - auc: 0.9564 - val_loss: 0.2404 - val_auc: 0.9556 - 334ms/epoch - 3ms/step
Epoch 1984/10000
124/124 - 0s - loss: 0.2325 - auc: 0.9564 - val_loss: 0.2403 - val_auc: 0.9554 - 385ms/epoch - 3ms/step
Epoch 1985/10000
124/124 - 0s - loss: 0.2326 - auc: 0.9565 - val_loss: 0.2403 - val_auc: 0.9555 - 345ms/epoch - 3ms/step
Epoch 1986/10000
124/124 - 0s - loss: 0.2325 - auc: 0.9566 - val_loss: 0.2403 - val_auc: 0.9554 - 380ms/epoch - 3ms/step
Epoch 1987/10000
124/124 - 0s - loss: 0.2324 - auc: 0.9566 - val_loss: 0.2405 - val_auc: 0.9553 - 396ms/epoch - 3ms/step
Epoch 1988/10000
124/124 - 0s - loss: 0.2325 - auc: 0.9567 - val_loss: 0.2403 - val_auc: 0.9554 - 402ms/epoch - 3ms/step
Epoch 1989/10000
124/124 - 0s - loss: 0.2324 - auc: 0.9567 - val_loss: 0.2403 - val_auc: 0.9556 - 386ms/epoch - 3ms/step
Epoch 1990/10000
124/124 - 0s - loss: 0.2325 - auc: 0.9566 - val_loss: 0.2403 - val_auc: 0.9554 - 384ms/epoch - 3ms/step
Epoch 1991/10000
124/124 - 0s - loss: 0.2325 - auc: 0.9566 - val_loss: 0.2402 - val_auc: 0.9556 - 334ms/epoch - 3ms/step
Epoch 1992/10000
124/124 - 0s - loss: 0.2325 - auc: 0.9564 - val_loss: 0.2403 - val_auc: 0.9555 - 384ms/epoch - 3ms/step
Epoch 1993/10000
124/124 - 0s - loss: 0.2324 - auc: 0.9565 - val_loss: 0.2402 - val_auc: 0.9555 - 383ms/epoch - 3ms/step
Epoch 1994/10000
124/124 - 0s - loss: 0.2323 - auc: 0.9567 - val_loss: 0.2404 - val_auc: 0.9553 - 378ms/epoch - 3ms/step
Epoch 1995/10000
124/124 - 0s - loss: 0.2323 - auc: 0.9568 - val_loss: 0.2401 - val_auc: 0.9555 - 331ms/epoch - 3ms/step
Epoch 1996/10000
124/124 - 0s - loss: 0.2324 - auc: 0.9566 - val_loss: 0.2401 - val_auc: 0.9556 - 376ms/epoch - 3ms/step
Epoch 1997/10000
124/124 - 0s - loss: 0.2322 - auc: 0.9568 - val_loss: 0.2402 - val_auc: 0.9555 - 338ms/epoch - 3ms/step
Epoch 1998/10000
124/124 - 0s - loss: 0.2323 - auc: 0.9567 - val_loss: 0.2402 - val_auc: 0.9555 - 367ms/epoch - 3ms/step
Epoch 1999/10000
124/124 - 0s - loss: 0.2323 - auc: 0.9566 - val_loss: 0.2400 - val_auc: 0.9555 - 375ms/epoch - 3ms/step
Epoch 2000/10000
124/124 - 0s - loss: 0.2323 - auc: 0.9566 - val_loss: 0.2401 - val_auc: 0.9555 - 329ms/epoch - 3ms/step
Epoch 2001/10000
124/124 - 0s - loss: 0.2323 - auc: 0.9565 - val_loss: 0.2400 - val_auc: 0.9557 - 379ms/epoch - 3ms/step
Epoch 2002/10000
124/124 - 0s - loss: 0.2322 - auc: 0.9567 - val_loss: 0.2400 - val_auc: 0.9556 - 337ms/epoch - 3ms/step
Epoch 2003/10000
124/124 - 0s - loss: 0.2322 - auc: 0.9566 - val_loss: 0.2400 - val_auc: 0.9556 - 373ms/epoch - 3ms/step
Epoch 2004/10000
124/124 - 0s - loss: 0.2322 - auc: 0.9567 - val_loss: 0.2400 - val_auc: 0.9556 - 378ms/epoch - 3ms/step
Epoch 2005/10000
124/124 - 0s - loss: 0.2321 - auc: 0.9567 - val_loss: 0.2399 - val_auc: 0.9556 - 340ms/epoch - 3ms/step
Epoch 2006/10000
124/124 - 0s - loss: 0.2321 - auc: 0.9567 - val_loss: 0.2400 - val_auc: 0.9556 - 382ms/epoch - 3ms/step
Epoch 2007/10000
124/124 - 0s - loss: 0.2323 - auc: 0.9567 - val_loss: 0.2403 - val_auc: 0.9553 - 386ms/epoch - 3ms/step
Epoch 2008/10000
124/124 - 0s - loss: 0.2323 - auc: 0.9567 - val_loss: 0.2401 - val_auc: 0.9556 - 376ms/epoch - 3ms/step
Epoch 2009/10000
124/124 - 0s - loss: 0.2321 - auc: 0.9568 - val_loss: 0.2400 - val_auc: 0.9556 - 327ms/epoch - 3ms/step
Epoch 2010/10000
124/124 - 0s - loss: 0.2322 - auc: 0.9567 - val_loss: 0.2400 - val_auc: 0.9556 - 375ms/epoch - 3ms/step
Epoch 2011/10000
124/124 - 0s - loss: 0.2320 - auc: 0.9568 - val_loss: 0.2400 - val_auc: 0.9556 - 321ms/epoch - 3ms/step
Epoch 2012/10000
124/124 - 0s - loss: 0.2321 - auc: 0.9567 - val_loss: 0.2398 - val_auc: 0.9557 - 373ms/epoch - 3ms/step
Epoch 2013/10000
124/124 - 0s - loss: 0.2320 - auc: 0.9567 - val_loss: 0.2400 - val_auc: 0.9556 - 326ms/epoch - 3ms/step
Epoch 2014/10000
124/124 - 0s - loss: 0.2320 - auc: 0.9567 - val_loss: 0.2400 - val_auc: 0.9557 - 374ms/epoch - 3ms/step
Epoch 2015/10000
124/124 - 0s - loss: 0.2320 - auc: 0.9565 - val_loss: 0.2400 - val_auc: 0.9557 - 335ms/epoch - 3ms/step
Epoch 2016/10000
124/124 - 0s - loss: 0.2319 - auc: 0.9569 - val_loss: 0.2398 - val_auc: 0.9556 - 381ms/epoch - 3ms/step
Epoch 2017/10000
124/124 - 0s - loss: 0.2320 - auc: 0.9567 - val_loss: 0.2398 - val_auc: 0.9557 - 382ms/epoch - 3ms/step
Epoch 2018/10000
124/124 - 0s - loss: 0.2321 - auc: 0.9567 - val_loss: 0.2399 - val_auc: 0.9557 - 389ms/epoch - 3ms/step
Epoch 2019/10000
124/124 - 0s - loss: 0.2319 - auc: 0.9568 - val_loss: 0.2398 - val_auc: 0.9557 - 350ms/epoch - 3ms/step
Epoch 2020/10000
124/124 - 0s - loss: 0.2319 - auc: 0.9569 - val_loss: 0.2399 - val_auc: 0.9556 - 366ms/epoch - 3ms/step
Epoch 2021/10000
124/124 - 0s - loss: 0.2320 - auc: 0.9569 - val_loss: 0.2397 - val_auc: 0.9559 - 375ms/epoch - 3ms/step
Epoch 2022/10000
124/124 - 0s - loss: 0.2319 - auc: 0.9568 - val_loss: 0.2397 - val_auc: 0.9557 - 320ms/epoch - 3ms/step
Epoch 2023/10000
124/124 - 0s - loss: 0.2318 - auc: 0.9570 - val_loss: 0.2398 - val_auc: 0.9557 - 374ms/epoch - 3ms/step
Epoch 2024/10000
124/124 - 0s - loss: 0.2319 - auc: 0.9569 - val_loss: 0.2397 - val_auc: 0.9557 - 321ms/epoch - 3ms/step
Epoch 2025/10000
124/124 - 0s - loss: 0.2319 - auc: 0.9571 - val_loss: 0.2397 - val_auc: 0.9558 - 374ms/epoch - 3ms/step
Epoch 2026/10000
124/124 - 0s - loss: 0.2318 - auc: 0.9569 - val_loss: 0.2397 - val_auc: 0.9559 - 328ms/epoch - 3ms/step
Epoch 2027/10000
124/124 - 0s - loss: 0.2319 - auc: 0.9569 - val_loss: 0.2397 - val_auc: 0.9557 - 376ms/epoch - 3ms/step
Epoch 2028/10000
124/124 - 0s - loss: 0.2318 - auc: 0.9568 - val_loss: 0.2397 - val_auc: 0.9558 - 335ms/epoch - 3ms/step
Epoch 2029/10000
124/124 - 0s - loss: 0.2317 - auc: 0.9568 - val_loss: 0.2397 - val_auc: 0.9557 - 374ms/epoch - 3ms/step
Epoch 2030/10000
124/124 - 0s - loss: 0.2317 - auc: 0.9569 - val_loss: 0.2397 - val_auc: 0.9558 - 387ms/epoch - 3ms/step
Epoch 2031/10000
124/124 - 0s - loss: 0.2318 - auc: 0.9569 - val_loss: 0.2397 - val_auc: 0.9556 - 338ms/epoch - 3ms/step
Epoch 2032/10000
124/124 - 0s - loss: 0.2317 - auc: 0.9570 - val_loss: 0.2396 - val_auc: 0.9558 - 374ms/epoch - 3ms/step
Epoch 2033/10000
124/124 - 0s - loss: 0.2316 - auc: 0.9569 - val_loss: 0.2396 - val_auc: 0.9559 - 382ms/epoch - 3ms/step
Epoch 2034/10000
124/124 - 0s - loss: 0.2316 - auc: 0.9568 - val_loss: 0.2398 - val_auc: 0.9557 - 399ms/epoch - 3ms/step
Epoch 2035/10000
124/124 - 0s - loss: 0.2317 - auc: 0.9569 - val_loss: 0.2397 - val_auc: 0.9558 - 389ms/epoch - 3ms/step
Epoch 2036/10000
124/124 - 0s - loss: 0.2316 - auc: 0.9568 - val_loss: 0.2395 - val_auc: 0.9558 - 391ms/epoch - 3ms/step
Epoch 2037/10000
124/124 - 0s - loss: 0.2316 - auc: 0.9569 - val_loss: 0.2395 - val_auc: 0.9559 - 349ms/epoch - 3ms/step
Epoch 2038/10000
124/124 - 0s - loss: 0.2316 - auc: 0.9569 - val_loss: 0.2396 - val_auc: 0.9559 - 379ms/epoch - 3ms/step
Epoch 2039/10000
124/124 - 0s - loss: 0.2316 - auc: 0.9568 - val_loss: 0.2394 - val_auc: 0.9560 - 381ms/epoch - 3ms/step
Epoch 2040/10000
124/124 - 0s - loss: 0.2316 - auc: 0.9570 - val_loss: 0.2394 - val_auc: 0.9558 - 382ms/epoch - 3ms/step
Epoch 2041/10000
124/124 - 0s - loss: 0.2315 - auc: 0.9569 - val_loss: 0.2394 - val_auc: 0.9558 - 338ms/epoch - 3ms/step
Epoch 2042/10000
124/124 - 0s - loss: 0.2315 - auc: 0.9569 - val_loss: 0.2394 - val_auc: 0.9558 - 392ms/epoch - 3ms/step
Epoch 2043/10000
124/124 - 0s - loss: 0.2314 - auc: 0.9571 - val_loss: 0.2395 - val_auc: 0.9559 - 388ms/epoch - 3ms/step
Epoch 2044/10000
124/124 - 0s - loss: 0.2315 - auc: 0.9570 - val_loss: 0.2394 - val_auc: 0.9558 - 388ms/epoch - 3ms/step
Epoch 2045/10000
124/124 - 0s - loss: 0.2315 - auc: 0.9570 - val_loss: 0.2396 - val_auc: 0.9558 - 338ms/epoch - 3ms/step
Epoch 2046/10000
124/124 - 0s - loss: 0.2314 - auc: 0.9570 - val_loss: 0.2393 - val_auc: 0.9560 - 381ms/epoch - 3ms/step
Epoch 2047/10000
124/124 - 0s - loss: 0.2314 - auc: 0.9569 - val_loss: 0.2395 - val_auc: 0.9558 - 383ms/epoch - 3ms/step
Epoch 2048/10000
124/124 - 0s - loss: 0.2315 - auc: 0.9570 - val_loss: 0.2395 - val_auc: 0.9559 - 402ms/epoch - 3ms/step
Epoch 2049/10000
124/124 - 1s - loss: 0.2315 - auc: 0.9569 - val_loss: 0.2396 - val_auc: 0.9558 - 511ms/epoch - 4ms/step
Epoch 2050/10000
124/124 - 0s - loss: 0.2314 - auc: 0.9570 - val_loss: 0.2394 - val_auc: 0.9559 - 480ms/epoch - 4ms/step
Epoch 2051/10000
124/124 - 0s - loss: 0.2315 - auc: 0.9569 - val_loss: 0.2396 - val_auc: 0.9558 - 376ms/epoch - 3ms/step
Epoch 2052/10000
124/124 - 0s - loss: 0.2314 - auc: 0.9571 - val_loss: 0.2394 - val_auc: 0.9560 - 329ms/epoch - 3ms/step
Epoch 2053/10000
124/124 - 0s - loss: 0.2313 - auc: 0.9571 - val_loss: 0.2392 - val_auc: 0.9559 - 379ms/epoch - 3ms/step
Epoch 2054/10000
124/124 - 0s - loss: 0.2314 - auc: 0.9570 - val_loss: 0.2393 - val_auc: 0.9559 - 381ms/epoch - 3ms/step
Epoch 2055/10000
124/124 - 0s - loss: 0.2312 - auc: 0.9570 - val_loss: 0.2393 - val_auc: 0.9558 - 336ms/epoch - 3ms/step
Epoch 2056/10000
124/124 - 0s - loss: 0.2313 - auc: 0.9571 - val_loss: 0.2393 - val_auc: 0.9560 - 378ms/epoch - 3ms/step
Epoch 2057/10000
124/124 - 0s - loss: 0.2312 - auc: 0.9571 - val_loss: 0.2392 - val_auc: 0.9559 - 335ms/epoch - 3ms/step
Epoch 2058/10000
124/124 - 0s - loss: 0.2313 - auc: 0.9571 - val_loss: 0.2393 - val_auc: 0.9560 - 333ms/epoch - 3ms/step
Epoch 2059/10000
124/124 - 0s - loss: 0.2313 - auc: 0.9570 - val_loss: 0.2393 - val_auc: 0.9559 - 383ms/epoch - 3ms/step
Epoch 2060/10000
124/124 - 0s - loss: 0.2312 - auc: 0.9571 - val_loss: 0.2392 - val_auc: 0.9560 - 383ms/epoch - 3ms/step
Epoch 2061/10000
124/124 - 0s - loss: 0.2312 - auc: 0.9573 - val_loss: 0.2391 - val_auc: 0.9559 - 348ms/epoch - 3ms/step
Epoch 2062/10000
124/124 - 0s - loss: 0.2311 - auc: 0.9571 - val_loss: 0.2392 - val_auc: 0.9560 - 380ms/epoch - 3ms/step
Epoch 2063/10000
124/124 - 0s - loss: 0.2312 - auc: 0.9571 - val_loss: 0.2391 - val_auc: 0.9558 - 382ms/epoch - 3ms/step
Epoch 2064/10000
124/124 - 0s - loss: 0.2312 - auc: 0.9570 - val_loss: 0.2391 - val_auc: 0.9560 - 379ms/epoch - 3ms/step
Epoch 2065/10000
124/124 - 0s - loss: 0.2312 - auc: 0.9570 - val_loss: 0.2390 - val_auc: 0.9560 - 330ms/epoch - 3ms/step
Epoch 2066/10000
124/124 - 0s - loss: 0.2310 - auc: 0.9572 - val_loss: 0.2393 - val_auc: 0.9560 - 383ms/epoch - 3ms/step
Epoch 2067/10000
124/124 - 0s - loss: 0.2311 - auc: 0.9570 - val_loss: 0.2393 - val_auc: 0.9559 - 381ms/epoch - 3ms/step
Epoch 2068/10000
124/124 - 0s - loss: 0.2311 - auc: 0.9573 - val_loss: 0.2392 - val_auc: 0.9560 - 329ms/epoch - 3ms/step
Epoch 2069/10000
124/124 - 0s - loss: 0.2310 - auc: 0.9570 - val_loss: 0.2392 - val_auc: 0.9560 - 375ms/epoch - 3ms/step
Epoch 2070/10000
124/124 - 0s - loss: 0.2311 - auc: 0.9572 - val_loss: 0.2394 - val_auc: 0.9559 - 327ms/epoch - 3ms/step
Epoch 2071/10000
124/124 - 0s - loss: 0.2311 - auc: 0.9571 - val_loss: 0.2392 - val_auc: 0.9560 - 368ms/epoch - 3ms/step
Epoch 2072/10000
124/124 - 0s - loss: 0.2309 - auc: 0.9572 - val_loss: 0.2390 - val_auc: 0.9560 - 321ms/epoch - 3ms/step
Epoch 2073/10000
124/124 - 0s - loss: 0.2310 - auc: 0.9571 - val_loss: 0.2391 - val_auc: 0.9562 - 385ms/epoch - 3ms/step
Epoch 2074/10000
124/124 - 0s - loss: 0.2310 - auc: 0.9572 - val_loss: 0.2391 - val_auc: 0.9560 - 379ms/epoch - 3ms/step
Epoch 2075/10000
124/124 - 0s - loss: 0.2310 - auc: 0.9572 - val_loss: 0.2389 - val_auc: 0.9561 - 323ms/epoch - 3ms/step
Epoch 2076/10000
124/124 - 0s - loss: 0.2311 - auc: 0.9573 - val_loss: 0.2389 - val_auc: 0.9561 - 376ms/epoch - 3ms/step
Epoch 2077/10000
124/124 - 0s - loss: 0.2310 - auc: 0.9573 - val_loss: 0.2391 - val_auc: 0.9562 - 322ms/epoch - 3ms/step
Epoch 2078/10000
124/124 - 0s - loss: 0.2309 - auc: 0.9572 - val_loss: 0.2389 - val_auc: 0.9561 - 373ms/epoch - 3ms/step
Epoch 2079/10000
124/124 - 0s - loss: 0.2310 - auc: 0.9572 - val_loss: 0.2392 - val_auc: 0.9559 - 327ms/epoch - 3ms/step
Epoch 2080/10000
124/124 - 0s - loss: 0.2308 - auc: 0.9574 - val_loss: 0.2389 - val_auc: 0.9561 - 375ms/epoch - 3ms/step
Epoch 2081/10000
124/124 - 0s - loss: 0.2309 - auc: 0.9572 - val_loss: 0.2388 - val_auc: 0.9562 - 338ms/epoch - 3ms/step
Epoch 2082/10000
124/124 - 0s - loss: 0.2310 - auc: 0.9573 - val_loss: 0.2390 - val_auc: 0.9562 - 367ms/epoch - 3ms/step
Epoch 2083/10000
124/124 - 0s - loss: 0.2308 - auc: 0.9574 - val_loss: 0.2389 - val_auc: 0.9561 - 375ms/epoch - 3ms/step
Epoch 2084/10000
124/124 - 0s - loss: 0.2309 - auc: 0.9573 - val_loss: 0.2388 - val_auc: 0.9562 - 328ms/epoch - 3ms/step
Epoch 2085/10000
124/124 - 0s - loss: 0.2308 - auc: 0.9573 - val_loss: 0.2388 - val_auc: 0.9561 - 379ms/epoch - 3ms/step
Epoch 2086/10000
124/124 - 0s - loss: 0.2308 - auc: 0.9572 - val_loss: 0.2388 - val_auc: 0.9561 - 341ms/epoch - 3ms/step
Epoch 2087/10000
124/124 - 0s - loss: 0.2307 - auc: 0.9574 - val_loss: 0.2388 - val_auc: 0.9561 - 375ms/epoch - 3ms/step
Epoch 2088/10000
124/124 - 0s - loss: 0.2307 - auc: 0.9572 - val_loss: 0.2389 - val_auc: 0.9562 - 381ms/epoch - 3ms/step
Epoch 2089/10000
124/124 - 0s - loss: 0.2307 - auc: 0.9573 - val_loss: 0.2388 - val_auc: 0.9562 - 336ms/epoch - 3ms/step
Epoch 2090/10000
124/124 - 0s - loss: 0.2307 - auc: 0.9572 - val_loss: 0.2388 - val_auc: 0.9562 - 392ms/epoch - 3ms/step
Epoch 2091/10000
124/124 - 0s - loss: 0.2307 - auc: 0.9574 - val_loss: 0.2388 - val_auc: 0.9562 - 374ms/epoch - 3ms/step
Epoch 2092/10000
124/124 - 0s - loss: 0.2306 - auc: 0.9574 - val_loss: 0.2391 - val_auc: 0.9562 - 379ms/epoch - 3ms/step
Epoch 2093/10000
124/124 - 0s - loss: 0.2307 - auc: 0.9574 - val_loss: 0.2388 - val_auc: 0.9561 - 343ms/epoch - 3ms/step
Epoch 2094/10000
124/124 - 0s - loss: 0.2307 - auc: 0.9573 - val_loss: 0.2387 - val_auc: 0.9564 - 381ms/epoch - 3ms/step
Epoch 2095/10000
124/124 - 0s - loss: 0.2306 - auc: 0.9574 - val_loss: 0.2387 - val_auc: 0.9562 - 388ms/epoch - 3ms/step
Epoch 2096/10000
124/124 - 0s - loss: 0.2306 - auc: 0.9573 - val_loss: 0.2387 - val_auc: 0.9562 - 396ms/epoch - 3ms/step
Epoch 2097/10000
124/124 - 0s - loss: 0.2306 - auc: 0.9574 - val_loss: 0.2387 - val_auc: 0.9562 - 393ms/epoch - 3ms/step
Epoch 2098/10000
124/124 - 0s - loss: 0.2306 - auc: 0.9574 - val_loss: 0.2388 - val_auc: 0.9562 - 387ms/epoch - 3ms/step
Epoch 2099/10000
124/124 - 0s - loss: 0.2305 - auc: 0.9575 - val_loss: 0.2386 - val_auc: 0.9562 - 389ms/epoch - 3ms/step
Epoch 2100/10000
124/124 - 0s - loss: 0.2306 - auc: 0.9572 - val_loss: 0.2386 - val_auc: 0.9563 - 393ms/epoch - 3ms/step
Epoch 2101/10000
124/124 - 0s - loss: 0.2305 - auc: 0.9574 - val_loss: 0.2387 - val_auc: 0.9562 - 342ms/epoch - 3ms/step
Epoch 2102/10000
124/124 - 0s - loss: 0.2306 - auc: 0.9573 - val_loss: 0.2388 - val_auc: 0.9562 - 385ms/epoch - 3ms/step
Epoch 2103/10000
124/124 - 0s - loss: 0.2305 - auc: 0.9574 - val_loss: 0.2387 - val_auc: 0.9562 - 392ms/epoch - 3ms/step
Epoch 2104/10000
124/124 - 0s - loss: 0.2305 - auc: 0.9573 - val_loss: 0.2386 - val_auc: 0.9563 - 383ms/epoch - 3ms/step
Epoch 2105/10000
124/124 - 0s - loss: 0.2306 - auc: 0.9574 - val_loss: 0.2385 - val_auc: 0.9563 - 345ms/epoch - 3ms/step
Epoch 2106/10000
124/124 - 0s - loss: 0.2304 - auc: 0.9575 - val_loss: 0.2386 - val_auc: 0.9563 - 381ms/epoch - 3ms/step
Epoch 2107/10000
124/124 - 0s - loss: 0.2304 - auc: 0.9573 - val_loss: 0.2387 - val_auc: 0.9563 - 380ms/epoch - 3ms/step
Epoch 2108/10000
124/124 - 0s - loss: 0.2304 - auc: 0.9575 - val_loss: 0.2385 - val_auc: 0.9564 - 385ms/epoch - 3ms/step
Epoch 2109/10000
124/124 - 0s - loss: 0.2306 - auc: 0.9573 - val_loss: 0.2386 - val_auc: 0.9563 - 341ms/epoch - 3ms/step
Epoch 2110/10000
124/124 - 0s - loss: 0.2305 - auc: 0.9573 - val_loss: 0.2385 - val_auc: 0.9563 - 380ms/epoch - 3ms/step
Epoch 2111/10000
124/124 - 0s - loss: 0.2303 - auc: 0.9575 - val_loss: 0.2386 - val_auc: 0.9564 - 382ms/epoch - 3ms/step
Epoch 2112/10000
124/124 - 0s - loss: 0.2306 - auc: 0.9573 - val_loss: 0.2385 - val_auc: 0.9564 - 378ms/epoch - 3ms/step
Epoch 2113/10000
124/124 - 0s - loss: 0.2303 - auc: 0.9575 - val_loss: 0.2385 - val_auc: 0.9564 - 335ms/epoch - 3ms/step
Epoch 2114/10000
124/124 - 0s - loss: 0.2303 - auc: 0.9575 - val_loss: 0.2387 - val_auc: 0.9563 - 380ms/epoch - 3ms/step
Epoch 2115/10000
124/124 - 0s - loss: 0.2305 - auc: 0.9574 - val_loss: 0.2385 - val_auc: 0.9563 - 384ms/epoch - 3ms/step
Epoch 2116/10000
124/124 - 0s - loss: 0.2303 - auc: 0.9576 - val_loss: 0.2384 - val_auc: 0.9564 - 328ms/epoch - 3ms/step
Epoch 2117/10000
124/124 - 0s - loss: 0.2303 - auc: 0.9576 - val_loss: 0.2386 - val_auc: 0.9563 - 381ms/epoch - 3ms/step
Epoch 2118/10000
124/124 - 0s - loss: 0.2303 - auc: 0.9575 - val_loss: 0.2385 - val_auc: 0.9564 - 380ms/epoch - 3ms/step
Epoch 2119/10000
124/124 - 0s - loss: 0.2302 - auc: 0.9577 - val_loss: 0.2384 - val_auc: 0.9565 - 329ms/epoch - 3ms/step
Epoch 2120/10000
124/124 - 0s - loss: 0.2302 - auc: 0.9576 - val_loss: 0.2385 - val_auc: 0.9563 - 377ms/epoch - 3ms/step
Epoch 2121/10000
124/124 - 0s - loss: 0.2303 - auc: 0.9575 - val_loss: 0.2386 - val_auc: 0.9563 - 331ms/epoch - 3ms/step
Epoch 2122/10000
124/124 - 0s - loss: 0.2303 - auc: 0.9575 - val_loss: 0.2383 - val_auc: 0.9564 - 375ms/epoch - 3ms/step
Epoch 2123/10000
124/124 - 0s - loss: 0.2303 - auc: 0.9575 - val_loss: 0.2383 - val_auc: 0.9565 - 383ms/epoch - 3ms/step
Epoch 2124/10000
124/124 - 0s - loss: 0.2302 - auc: 0.9575 - val_loss: 0.2383 - val_auc: 0.9564 - 335ms/epoch - 3ms/step
Epoch 2125/10000
124/124 - 0s - loss: 0.2302 - auc: 0.9575 - val_loss: 0.2383 - val_auc: 0.9564 - 376ms/epoch - 3ms/step
Epoch 2126/10000
124/124 - 0s - loss: 0.2302 - auc: 0.9576 - val_loss: 0.2384 - val_auc: 0.9564 - 386ms/epoch - 3ms/step
Epoch 2127/10000
124/124 - 0s - loss: 0.2301 - auc: 0.9577 - val_loss: 0.2382 - val_auc: 0.9566 - 388ms/epoch - 3ms/step
Epoch 2128/10000
124/124 - 0s - loss: 0.2302 - auc: 0.9574 - val_loss: 0.2383 - val_auc: 0.9565 - 333ms/epoch - 3ms/step
Epoch 2129/10000
124/124 - 0s - loss: 0.2301 - auc: 0.9577 - val_loss: 0.2382 - val_auc: 0.9564 - 377ms/epoch - 3ms/step
Epoch 2130/10000
124/124 - 0s - loss: 0.2301 - auc: 0.9576 - val_loss: 0.2384 - val_auc: 0.9564 - 341ms/epoch - 3ms/step
Epoch 2131/10000
124/124 - 0s - loss: 0.2300 - auc: 0.9576 - val_loss: 0.2382 - val_auc: 0.9565 - 362ms/epoch - 3ms/step
Epoch 2132/10000
124/124 - 0s - loss: 0.2301 - auc: 0.9574 - val_loss: 0.2382 - val_auc: 0.9565 - 326ms/epoch - 3ms/step
Epoch 2133/10000
124/124 - 0s - loss: 0.2301 - auc: 0.9576 - val_loss: 0.2384 - val_auc: 0.9564 - 367ms/epoch - 3ms/step
Epoch 2134/10000
124/124 - 0s - loss: 0.2300 - auc: 0.9577 - val_loss: 0.2383 - val_auc: 0.9565 - 332ms/epoch - 3ms/step
Epoch 2135/10000
124/124 - 0s - loss: 0.2300 - auc: 0.9576 - val_loss: 0.2382 - val_auc: 0.9566 - 367ms/epoch - 3ms/step
Epoch 2136/10000
124/124 - 0s - loss: 0.2300 - auc: 0.9575 - val_loss: 0.2381 - val_auc: 0.9565 - 373ms/epoch - 3ms/step
Epoch 2137/10000
124/124 - 0s - loss: 0.2301 - auc: 0.9578 - val_loss: 0.2382 - val_auc: 0.9565 - 329ms/epoch - 3ms/step
Epoch 2138/10000
124/124 - 0s - loss: 0.2299 - auc: 0.9579 - val_loss: 0.2381 - val_auc: 0.9565 - 373ms/epoch - 3ms/step
Epoch 2139/10000
124/124 - 0s - loss: 0.2299 - auc: 0.9577 - val_loss: 0.2382 - val_auc: 0.9564 - 327ms/epoch - 3ms/step
Epoch 2140/10000
124/124 - 0s - loss: 0.2299 - auc: 0.9578 - val_loss: 0.2380 - val_auc: 0.9567 - 375ms/epoch - 3ms/step
Epoch 2141/10000
124/124 - 0s - loss: 0.2299 - auc: 0.9576 - val_loss: 0.2382 - val_auc: 0.9565 - 325ms/epoch - 3ms/step
Epoch 2142/10000
124/124 - 0s - loss: 0.2299 - auc: 0.9578 - val_loss: 0.2381 - val_auc: 0.9566 - 374ms/epoch - 3ms/step
Epoch 2143/10000
124/124 - 0s - loss: 0.2299 - auc: 0.9577 - val_loss: 0.2382 - val_auc: 0.9565 - 332ms/epoch - 3ms/step
Epoch 2144/10000
124/124 - 0s - loss: 0.2299 - auc: 0.9577 - val_loss: 0.2383 - val_auc: 0.9565 - 372ms/epoch - 3ms/step
Epoch 2145/10000
124/124 - 0s - loss: 0.2299 - auc: 0.9579 - val_loss: 0.2380 - val_auc: 0.9567 - 381ms/epoch - 3ms/step
Epoch 2146/10000
124/124 - 0s - loss: 0.2298 - auc: 0.9577 - val_loss: 0.2381 - val_auc: 0.9565 - 389ms/epoch - 3ms/step
Epoch 2147/10000
124/124 - 0s - loss: 0.2298 - auc: 0.9576 - val_loss: 0.2381 - val_auc: 0.9566 - 349ms/epoch - 3ms/step
Epoch 2148/10000
124/124 - 0s - loss: 0.2298 - auc: 0.9579 - val_loss: 0.2381 - val_auc: 0.9566 - 382ms/epoch - 3ms/step
Epoch 2149/10000
124/124 - 0s - loss: 0.2298 - auc: 0.9579 - val_loss: 0.2380 - val_auc: 0.9567 - 387ms/epoch - 3ms/step
Epoch 2150/10000
124/124 - 0s - loss: 0.2297 - auc: 0.9579 - val_loss: 0.2383 - val_auc: 0.9565 - 403ms/epoch - 3ms/step
Epoch 2151/10000
124/124 - 0s - loss: 0.2297 - auc: 0.9579 - val_loss: 0.2379 - val_auc: 0.9567 - 390ms/epoch - 3ms/step
Epoch 2152/10000
124/124 - 0s - loss: 0.2299 - auc: 0.9576 - val_loss: 0.2380 - val_auc: 0.9566 - 380ms/epoch - 3ms/step
Epoch 2153/10000
124/124 - 0s - loss: 0.2298 - auc: 0.9578 - val_loss: 0.2380 - val_auc: 0.9566 - 327ms/epoch - 3ms/step
Epoch 2154/10000
124/124 - 0s - loss: 0.2297 - auc: 0.9578 - val_loss: 0.2380 - val_auc: 0.9567 - 388ms/epoch - 3ms/step
Epoch 2155/10000
124/124 - 0s - loss: 0.2297 - auc: 0.9577 - val_loss: 0.2379 - val_auc: 0.9566 - 385ms/epoch - 3ms/step
Epoch 2156/10000
124/124 - 0s - loss: 0.2297 - auc: 0.9577 - val_loss: 0.2378 - val_auc: 0.9567 - 378ms/epoch - 3ms/step
Epoch 2157/10000
124/124 - 0s - loss: 0.2295 - auc: 0.9580 - val_loss: 0.2382 - val_auc: 0.9565 - 329ms/epoch - 3ms/step
Epoch 2158/10000
124/124 - 0s - loss: 0.2297 - auc: 0.9578 - val_loss: 0.2379 - val_auc: 0.9567 - 387ms/epoch - 3ms/step
Epoch 2159/10000
124/124 - 0s - loss: 0.2295 - auc: 0.9578 - val_loss: 0.2379 - val_auc: 0.9567 - 390ms/epoch - 3ms/step
Epoch 2160/10000
124/124 - 0s - loss: 0.2295 - auc: 0.9580 - val_loss: 0.2378 - val_auc: 0.9568 - 390ms/epoch - 3ms/step
Epoch 2161/10000
124/124 - 0s - loss: 0.2296 - auc: 0.9578 - val_loss: 0.2378 - val_auc: 0.9568 - 337ms/epoch - 3ms/step
Epoch 2162/10000
124/124 - 0s - loss: 0.2295 - auc: 0.9578 - val_loss: 0.2379 - val_auc: 0.9567 - 380ms/epoch - 3ms/step
Epoch 2163/10000
124/124 - 0s - loss: 0.2295 - auc: 0.9577 - val_loss: 0.2380 - val_auc: 0.9567 - 378ms/epoch - 3ms/step
Epoch 2164/10000
124/124 - 0s - loss: 0.2295 - auc: 0.9579 - val_loss: 0.2377 - val_auc: 0.9568 - 331ms/epoch - 3ms/step
Epoch 2165/10000
124/124 - 0s - loss: 0.2295 - auc: 0.9578 - val_loss: 0.2378 - val_auc: 0.9568 - 377ms/epoch - 3ms/step
Epoch 2166/10000
124/124 - 0s - loss: 0.2295 - auc: 0.9579 - val_loss: 0.2379 - val_auc: 0.9567 - 334ms/epoch - 3ms/step
Epoch 2167/10000
124/124 - 0s - loss: 0.2295 - auc: 0.9580 - val_loss: 0.2377 - val_auc: 0.9567 - 372ms/epoch - 3ms/step
Epoch 2168/10000
124/124 - 0s - loss: 0.2295 - auc: 0.9579 - val_loss: 0.2378 - val_auc: 0.9567 - 373ms/epoch - 3ms/step
Epoch 2169/10000
124/124 - 0s - loss: 0.2294 - auc: 0.9579 - val_loss: 0.2378 - val_auc: 0.9567 - 327ms/epoch - 3ms/step
Epoch 2170/10000
124/124 - 0s - loss: 0.2294 - auc: 0.9579 - val_loss: 0.2378 - val_auc: 0.9567 - 384ms/epoch - 3ms/step
Epoch 2171/10000
124/124 - 0s - loss: 0.2294 - auc: 0.9579 - val_loss: 0.2380 - val_auc: 0.9566 - 382ms/epoch - 3ms/step
Epoch 2172/10000
124/124 - 0s - loss: 0.2294 - auc: 0.9581 - val_loss: 0.2376 - val_auc: 0.9569 - 356ms/epoch - 3ms/step
Epoch 2173/10000
124/124 - 0s - loss: 0.2294 - auc: 0.9578 - val_loss: 0.2376 - val_auc: 0.9569 - 355ms/epoch - 3ms/step
Epoch 2174/10000
124/124 - 0s - loss: 0.2294 - auc: 0.9578 - val_loss: 0.2377 - val_auc: 0.9569 - 387ms/epoch - 3ms/step
Epoch 2175/10000
124/124 - 0s - loss: 0.2293 - auc: 0.9578 - val_loss: 0.2378 - val_auc: 0.9567 - 342ms/epoch - 3ms/step
Epoch 2176/10000
124/124 - 0s - loss: 0.2295 - auc: 0.9579 - val_loss: 0.2379 - val_auc: 0.9567 - 368ms/epoch - 3ms/step
Epoch 2177/10000
124/124 - 0s - loss: 0.2293 - auc: 0.9580 - val_loss: 0.2376 - val_auc: 0.9569 - 382ms/epoch - 3ms/step
Epoch 2178/10000
124/124 - 0s - loss: 0.2293 - auc: 0.9579 - val_loss: 0.2377 - val_auc: 0.9567 - 342ms/epoch - 3ms/step
Epoch 2179/10000
124/124 - 0s - loss: 0.2293 - auc: 0.9577 - val_loss: 0.2378 - val_auc: 0.9567 - 369ms/epoch - 3ms/step
Epoch 2180/10000
124/124 - 0s - loss: 0.2292 - auc: 0.9581 - val_loss: 0.2377 - val_auc: 0.9567 - 386ms/epoch - 3ms/step
Epoch 2181/10000
124/124 - 0s - loss: 0.2294 - auc: 0.9580 - val_loss: 0.2375 - val_auc: 0.9569 - 384ms/epoch - 3ms/step
Epoch 2182/10000
124/124 - 0s - loss: 0.2293 - auc: 0.9579 - val_loss: 0.2375 - val_auc: 0.9568 - 338ms/epoch - 3ms/step
Epoch 2183/10000
124/124 - 0s - loss: 0.2292 - auc: 0.9578 - val_loss: 0.2376 - val_auc: 0.9568 - 375ms/epoch - 3ms/step
Epoch 2184/10000
124/124 - 0s - loss: 0.2292 - auc: 0.9580 - val_loss: 0.2375 - val_auc: 0.9569 - 378ms/epoch - 3ms/step
Epoch 2185/10000
124/124 - 0s - loss: 0.2292 - auc: 0.9580 - val_loss: 0.2375 - val_auc: 0.9569 - 331ms/epoch - 3ms/step
Epoch 2186/10000
124/124 - 0s - loss: 0.2292 - auc: 0.9579 - val_loss: 0.2376 - val_auc: 0.9568 - 375ms/epoch - 3ms/step
Epoch 2187/10000
124/124 - 0s - loss: 0.2291 - auc: 0.9581 - val_loss: 0.2375 - val_auc: 0.9569 - 342ms/epoch - 3ms/step
Epoch 2188/10000
124/124 - 0s - loss: 0.2292 - auc: 0.9580 - val_loss: 0.2376 - val_auc: 0.9569 - 372ms/epoch - 3ms/step
Epoch 2189/10000
124/124 - 0s - loss: 0.2291 - auc: 0.9582 - val_loss: 0.2375 - val_auc: 0.9570 - 377ms/epoch - 3ms/step
Epoch 2190/10000
124/124 - 0s - loss: 0.2292 - auc: 0.9579 - val_loss: 0.2374 - val_auc: 0.9570 - 324ms/epoch - 3ms/step
Epoch 2191/10000
124/124 - 0s - loss: 0.2291 - auc: 0.9581 - val_loss: 0.2374 - val_auc: 0.9569 - 384ms/epoch - 3ms/step
Epoch 2192/10000
124/124 - 0s - loss: 0.2291 - auc: 0.9580 - val_loss: 0.2375 - val_auc: 0.9570 - 390ms/epoch - 3ms/step
Epoch 2193/10000
124/124 - 0s - loss: 0.2291 - auc: 0.9580 - val_loss: 0.2375 - val_auc: 0.9569 - 341ms/epoch - 3ms/step
Epoch 2194/10000
124/124 - 0s - loss: 0.2290 - auc: 0.9579 - val_loss: 0.2376 - val_auc: 0.9567 - 337ms/epoch - 3ms/step
Epoch 2195/10000
124/124 - 0s - loss: 0.2291 - auc: 0.9581 - val_loss: 0.2378 - val_auc: 0.9568 - 393ms/epoch - 3ms/step
Epoch 2196/10000
124/124 - 0s - loss: 0.2291 - auc: 0.9579 - val_loss: 0.2375 - val_auc: 0.9569 - 398ms/epoch - 3ms/step
Epoch 2197/10000
124/124 - 0s - loss: 0.2291 - auc: 0.9580 - val_loss: 0.2375 - val_auc: 0.9570 - 390ms/epoch - 3ms/step
Epoch 2198/10000
124/124 - 0s - loss: 0.2290 - auc: 0.9582 - val_loss: 0.2373 - val_auc: 0.9571 - 387ms/epoch - 3ms/step
Epoch 2199/10000
124/124 - 0s - loss: 0.2289 - auc: 0.9580 - val_loss: 0.2376 - val_auc: 0.9569 - 339ms/epoch - 3ms/step
Epoch 2200/10000
124/124 - 0s - loss: 0.2289 - auc: 0.9582 - val_loss: 0.2374 - val_auc: 0.9569 - 334ms/epoch - 3ms/step
Epoch 2201/10000
124/124 - 0s - loss: 0.2290 - auc: 0.9581 - val_loss: 0.2372 - val_auc: 0.9570 - 386ms/epoch - 3ms/step
Epoch 2202/10000
124/124 - 0s - loss: 0.2289 - auc: 0.9583 - val_loss: 0.2372 - val_auc: 0.9571 - 379ms/epoch - 3ms/step
Epoch 2203/10000
124/124 - 0s - loss: 0.2290 - auc: 0.9579 - val_loss: 0.2372 - val_auc: 0.9571 - 331ms/epoch - 3ms/step
Epoch 2204/10000
124/124 - 0s - loss: 0.2290 - auc: 0.9581 - val_loss: 0.2372 - val_auc: 0.9571 - 380ms/epoch - 3ms/step
Epoch 2205/10000
124/124 - 0s - loss: 0.2289 - auc: 0.9581 - val_loss: 0.2372 - val_auc: 0.9570 - 384ms/epoch - 3ms/step
Epoch 2206/10000
124/124 - 0s - loss: 0.2288 - auc: 0.9581 - val_loss: 0.2372 - val_auc: 0.9571 - 331ms/epoch - 3ms/step
Epoch 2207/10000
124/124 - 0s - loss: 0.2290 - auc: 0.9580 - val_loss: 0.2373 - val_auc: 0.9570 - 375ms/epoch - 3ms/step
Epoch 2208/10000
124/124 - 0s - loss: 0.2289 - auc: 0.9583 - val_loss: 0.2373 - val_auc: 0.9570 - 349ms/epoch - 3ms/step
Epoch 2209/10000
124/124 - 0s - loss: 0.2288 - auc: 0.9582 - val_loss: 0.2372 - val_auc: 0.9571 - 371ms/epoch - 3ms/step
Epoch 2210/10000
124/124 - 0s - loss: 0.2288 - auc: 0.9581 - val_loss: 0.2373 - val_auc: 0.9571 - 382ms/epoch - 3ms/step
Epoch 2211/10000
124/124 - 0s - loss: 0.2287 - auc: 0.9583 - val_loss: 0.2373 - val_auc: 0.9571 - 379ms/epoch - 3ms/step
Epoch 2212/10000
124/124 - 0s - loss: 0.2289 - auc: 0.9582 - val_loss: 0.2372 - val_auc: 0.9572 - 331ms/epoch - 3ms/step
Epoch 2213/10000
124/124 - 0s - loss: 0.2288 - auc: 0.9581 - val_loss: 0.2372 - val_auc: 0.9572 - 374ms/epoch - 3ms/step
Epoch 2214/10000
124/124 - 0s - loss: 0.2287 - auc: 0.9583 - val_loss: 0.2372 - val_auc: 0.9570 - 324ms/epoch - 3ms/step
Epoch 2215/10000
124/124 - 0s - loss: 0.2287 - auc: 0.9582 - val_loss: 0.2373 - val_auc: 0.9570 - 377ms/epoch - 3ms/step
Epoch 2216/10000
124/124 - 0s - loss: 0.2289 - auc: 0.9580 - val_loss: 0.2371 - val_auc: 0.9570 - 379ms/epoch - 3ms/step
Epoch 2217/10000
124/124 - 0s - loss: 0.2287 - auc: 0.9583 - val_loss: 0.2373 - val_auc: 0.9570 - 332ms/epoch - 3ms/step
Epoch 2218/10000
124/124 - 0s - loss: 0.2286 - auc: 0.9584 - val_loss: 0.2371 - val_auc: 0.9571 - 379ms/epoch - 3ms/step
Epoch 2219/10000
124/124 - 0s - loss: 0.2286 - auc: 0.9583 - val_loss: 0.2371 - val_auc: 0.9571 - 337ms/epoch - 3ms/step
Epoch 2220/10000
124/124 - 0s - loss: 0.2286 - auc: 0.9583 - val_loss: 0.2371 - val_auc: 0.9572 - 366ms/epoch - 3ms/step
Epoch 2221/10000
124/124 - 0s - loss: 0.2286 - auc: 0.9583 - val_loss: 0.2371 - val_auc: 0.9572 - 379ms/epoch - 3ms/step
Epoch 2222/10000
124/124 - 0s - loss: 0.2286 - auc: 0.9580 - val_loss: 0.2373 - val_auc: 0.9570 - 332ms/epoch - 3ms/step
Epoch 2223/10000
124/124 - 0s - loss: 0.2287 - auc: 0.9583 - val_loss: 0.2371 - val_auc: 0.9570 - 383ms/epoch - 3ms/step
Epoch 2224/10000
124/124 - 0s - loss: 0.2286 - auc: 0.9584 - val_loss: 0.2370 - val_auc: 0.9572 - 382ms/epoch - 3ms/step
Epoch 2225/10000
124/124 - 0s - loss: 0.2287 - auc: 0.9582 - val_loss: 0.2372 - val_auc: 0.9571 - 325ms/epoch - 3ms/step
Epoch 2226/10000
124/124 - 0s - loss: 0.2286 - auc: 0.9582 - val_loss: 0.2370 - val_auc: 0.9572 - 384ms/epoch - 3ms/step
Epoch 2227/10000
124/124 - 0s - loss: 0.2286 - auc: 0.9584 - val_loss: 0.2371 - val_auc: 0.9572 - 381ms/epoch - 3ms/step
Epoch 2228/10000
124/124 - 0s - loss: 0.2286 - auc: 0.9584 - val_loss: 0.2370 - val_auc: 0.9573 - 332ms/epoch - 3ms/step
Epoch 2229/10000
124/124 - 0s - loss: 0.2286 - auc: 0.9583 - val_loss: 0.2371 - val_auc: 0.9572 - 374ms/epoch - 3ms/step
Epoch 2230/10000
124/124 - 0s - loss: 0.2285 - auc: 0.9583 - val_loss: 0.2369 - val_auc: 0.9573 - 342ms/epoch - 3ms/step
Epoch 2231/10000
124/124 - 0s - loss: 0.2285 - auc: 0.9581 - val_loss: 0.2371 - val_auc: 0.9572 - 381ms/epoch - 3ms/step
Epoch 2232/10000
124/124 - 0s - loss: 0.2284 - auc: 0.9585 - val_loss: 0.2369 - val_auc: 0.9573 - 387ms/epoch - 3ms/step
Epoch 2233/10000
124/124 - 0s - loss: 0.2286 - auc: 0.9582 - val_loss: 0.2368 - val_auc: 0.9573 - 383ms/epoch - 3ms/step
Epoch 2234/10000
124/124 - 0s - loss: 0.2284 - auc: 0.9583 - val_loss: 0.2369 - val_auc: 0.9572 - 382ms/epoch - 3ms/step
Epoch 2235/10000
124/124 - 0s - loss: 0.2285 - auc: 0.9582 - val_loss: 0.2369 - val_auc: 0.9574 - 337ms/epoch - 3ms/step
Epoch 2236/10000
124/124 - 0s - loss: 0.2284 - auc: 0.9585 - val_loss: 0.2369 - val_auc: 0.9574 - 391ms/epoch - 3ms/step
Epoch 2237/10000
124/124 - 0s - loss: 0.2283 - auc: 0.9583 - val_loss: 0.2368 - val_auc: 0.9573 - 382ms/epoch - 3ms/step
Epoch 2238/10000
124/124 - 0s - loss: 0.2285 - auc: 0.9583 - val_loss: 0.2369 - val_auc: 0.9572 - 330ms/epoch - 3ms/step
Epoch 2239/10000
124/124 - 0s - loss: 0.2284 - auc: 0.9583 - val_loss: 0.2369 - val_auc: 0.9573 - 361ms/epoch - 3ms/step
Epoch 2240/10000
124/124 - 0s - loss: 0.2284 - auc: 0.9584 - val_loss: 0.2367 - val_auc: 0.9574 - 321ms/epoch - 3ms/step
Epoch 2241/10000
124/124 - 0s - loss: 0.2284 - auc: 0.9583 - val_loss: 0.2369 - val_auc: 0.9572 - 319ms/epoch - 3ms/step
Epoch 2242/10000
124/124 - 0s - loss: 0.2283 - auc: 0.9584 - val_loss: 0.2369 - val_auc: 0.9573 - 316ms/epoch - 3ms/step
Epoch 2243/10000
124/124 - 0s - loss: 0.2283 - auc: 0.9587 - val_loss: 0.2368 - val_auc: 0.9575 - 316ms/epoch - 3ms/step
Epoch 2244/10000
124/124 - 0s - loss: 0.2283 - auc: 0.9585 - val_loss: 0.2368 - val_auc: 0.9573 - 325ms/epoch - 3ms/step
Epoch 2245/10000
124/124 - 0s - loss: 0.2284 - auc: 0.9582 - val_loss: 0.2367 - val_auc: 0.9575 - 320ms/epoch - 3ms/step
Epoch 2246/10000
124/124 - 0s - loss: 0.2282 - auc: 0.9584 - val_loss: 0.2368 - val_auc: 0.9573 - 377ms/epoch - 3ms/step
Epoch 2247/10000
124/124 - 0s - loss: 0.2283 - auc: 0.9584 - val_loss: 0.2371 - val_auc: 0.9571 - 325ms/epoch - 3ms/step
Epoch 2248/10000
124/124 - 0s - loss: 0.2283 - auc: 0.9585 - val_loss: 0.2369 - val_auc: 0.9573 - 327ms/epoch - 3ms/step
Epoch 2249/10000
124/124 - 0s - loss: 0.2282 - auc: 0.9585 - val_loss: 0.2368 - val_auc: 0.9572 - 364ms/epoch - 3ms/step
Epoch 2250/10000
124/124 - 0s - loss: 0.2283 - auc: 0.9584 - val_loss: 0.2370 - val_auc: 0.9571 - 331ms/epoch - 3ms/step
Epoch 2251/10000
124/124 - 0s - loss: 0.2282 - auc: 0.9584 - val_loss: 0.2368 - val_auc: 0.9573 - 366ms/epoch - 3ms/step
Epoch 2252/10000
124/124 - 0s - loss: 0.2282 - auc: 0.9586 - val_loss: 0.2366 - val_auc: 0.9574 - 333ms/epoch - 3ms/step
Epoch 2253/10000
124/124 - 0s - loss: 0.2282 - auc: 0.9582 - val_loss: 0.2367 - val_auc: 0.9573 - 321ms/epoch - 3ms/step
Epoch 2254/10000
124/124 - 0s - loss: 0.2281 - auc: 0.9585 - val_loss: 0.2367 - val_auc: 0.9574 - 321ms/epoch - 3ms/step
Epoch 2255/10000
124/124 - 0s - loss: 0.2282 - auc: 0.9584 - val_loss: 0.2367 - val_auc: 0.9574 - 362ms/epoch - 3ms/step
Epoch 2256/10000
124/124 - 0s - loss: 0.2281 - auc: 0.9586 - val_loss: 0.2366 - val_auc: 0.9574 - 322ms/epoch - 3ms/step
Epoch 2257/10000
124/124 - 0s - loss: 0.2281 - auc: 0.9584 - val_loss: 0.2365 - val_auc: 0.9574 - 376ms/epoch - 3ms/step
Epoch 2258/10000
124/124 - 0s - loss: 0.2281 - auc: 0.9587 - val_loss: 0.2366 - val_auc: 0.9574 - 324ms/epoch - 3ms/step
Epoch 2259/10000
124/124 - 0s - loss: 0.2281 - auc: 0.9583 - val_loss: 0.2368 - val_auc: 0.9573 - 391ms/epoch - 3ms/step
Epoch 2260/10000
124/124 - 0s - loss: 0.2281 - auc: 0.9587 - val_loss: 0.2367 - val_auc: 0.9574 - 400ms/epoch - 3ms/step
Epoch 2261/10000
124/124 - 0s - loss: 0.2281 - auc: 0.9585 - val_loss: 0.2365 - val_auc: 0.9576 - 385ms/epoch - 3ms/step
Epoch 2262/10000
124/124 - 0s - loss: 0.2280 - auc: 0.9584 - val_loss: 0.2365 - val_auc: 0.9575 - 336ms/epoch - 3ms/step
Epoch 2263/10000
124/124 - 0s - loss: 0.2280 - auc: 0.9585 - val_loss: 0.2366 - val_auc: 0.9573 - 370ms/epoch - 3ms/step
Epoch 2264/10000
124/124 - 0s - loss: 0.2280 - auc: 0.9587 - val_loss: 0.2366 - val_auc: 0.9574 - 396ms/epoch - 3ms/step
Epoch 2265/10000
124/124 - 0s - loss: 0.2280 - auc: 0.9585 - val_loss: 0.2364 - val_auc: 0.9575 - 381ms/epoch - 3ms/step
Epoch 2266/10000
124/124 - 0s - loss: 0.2279 - auc: 0.9586 - val_loss: 0.2365 - val_auc: 0.9574 - 336ms/epoch - 3ms/step
Epoch 2267/10000
124/124 - 0s - loss: 0.2279 - auc: 0.9585 - val_loss: 0.2364 - val_auc: 0.9576 - 381ms/epoch - 3ms/step
Epoch 2268/10000
124/124 - 0s - loss: 0.2279 - auc: 0.9585 - val_loss: 0.2365 - val_auc: 0.9574 - 382ms/epoch - 3ms/step
Epoch 2269/10000
124/124 - 0s - loss: 0.2279 - auc: 0.9586 - val_loss: 0.2364 - val_auc: 0.9574 - 318ms/epoch - 3ms/step
Epoch 2270/10000
124/124 - 0s - loss: 0.2279 - auc: 0.9583 - val_loss: 0.2366 - val_auc: 0.9574 - 398ms/epoch - 3ms/step
Epoch 2271/10000
124/124 - 0s - loss: 0.2279 - auc: 0.9586 - val_loss: 0.2365 - val_auc: 0.9575 - 384ms/epoch - 3ms/step
Epoch 2272/10000
124/124 - 0s - loss: 0.2280 - auc: 0.9583 - val_loss: 0.2364 - val_auc: 0.9575 - 391ms/epoch - 3ms/step
Epoch 2273/10000
124/124 - 0s - loss: 0.2278 - auc: 0.9587 - val_loss: 0.2364 - val_auc: 0.9575 - 382ms/epoch - 3ms/step
Epoch 2274/10000
124/124 - 0s - loss: 0.2278 - auc: 0.9585 - val_loss: 0.2365 - val_auc: 0.9575 - 394ms/epoch - 3ms/step
Epoch 2275/10000
124/124 - 0s - loss: 0.2278 - auc: 0.9586 - val_loss: 0.2365 - val_auc: 0.9574 - 332ms/epoch - 3ms/step
Epoch 2276/10000
124/124 - 0s - loss: 0.2279 - auc: 0.9584 - val_loss: 0.2367 - val_auc: 0.9573 - 377ms/epoch - 3ms/step
Epoch 2277/10000
124/124 - 0s - loss: 0.2278 - auc: 0.9586 - val_loss: 0.2364 - val_auc: 0.9575 - 331ms/epoch - 3ms/step
Epoch 2278/10000
124/124 - 0s - loss: 0.2278 - auc: 0.9586 - val_loss: 0.2367 - val_auc: 0.9574 - 377ms/epoch - 3ms/step
Epoch 2279/10000
124/124 - 0s - loss: 0.2278 - auc: 0.9585 - val_loss: 0.2363 - val_auc: 0.9576 - 372ms/epoch - 3ms/step
Epoch 2280/10000
124/124 - 0s - loss: 0.2277 - auc: 0.9586 - val_loss: 0.2364 - val_auc: 0.9575 - 334ms/epoch - 3ms/step
Epoch 2281/10000
124/124 - 0s - loss: 0.2278 - auc: 0.9585 - val_loss: 0.2363 - val_auc: 0.9576 - 384ms/epoch - 3ms/step
Epoch 2282/10000
124/124 - 0s - loss: 0.2277 - auc: 0.9587 - val_loss: 0.2365 - val_auc: 0.9575 - 378ms/epoch - 3ms/step
Epoch 2283/10000
124/124 - 0s - loss: 0.2277 - auc: 0.9587 - val_loss: 0.2364 - val_auc: 0.9575 - 334ms/epoch - 3ms/step
Epoch 2284/10000
124/124 - 0s - loss: 0.2277 - auc: 0.9585 - val_loss: 0.2362 - val_auc: 0.9575 - 373ms/epoch - 3ms/step
Epoch 2285/10000
124/124 - 0s - loss: 0.2277 - auc: 0.9586 - val_loss: 0.2363 - val_auc: 0.9577 - 344ms/epoch - 3ms/step
Epoch 2286/10000
124/124 - 0s - loss: 0.2277 - auc: 0.9588 - val_loss: 0.2362 - val_auc: 0.9576 - 334ms/epoch - 3ms/step
Epoch 2287/10000
124/124 - 0s - loss: 0.2276 - auc: 0.9586 - val_loss: 0.2364 - val_auc: 0.9575 - 390ms/epoch - 3ms/step
Epoch 2288/10000
124/124 - 0s - loss: 0.2277 - auc: 0.9586 - val_loss: 0.2363 - val_auc: 0.9576 - 389ms/epoch - 3ms/step
Epoch 2289/10000
124/124 - 0s - loss: 0.2276 - auc: 0.9587 - val_loss: 0.2363 - val_auc: 0.9576 - 390ms/epoch - 3ms/step
Epoch 2290/10000
124/124 - 0s - loss: 0.2276 - auc: 0.9586 - val_loss: 0.2362 - val_auc: 0.9575 - 349ms/epoch - 3ms/step
Epoch 2291/10000
124/124 - 0s - loss: 0.2276 - auc: 0.9586 - val_loss: 0.2361 - val_auc: 0.9577 - 359ms/epoch - 3ms/step
Epoch 2292/10000
124/124 - 0s - loss: 0.2276 - auc: 0.9587 - val_loss: 0.2362 - val_auc: 0.9577 - 387ms/epoch - 3ms/step
Epoch 2293/10000
124/124 - 0s - loss: 0.2276 - auc: 0.9586 - val_loss: 0.2362 - val_auc: 0.9575 - 386ms/epoch - 3ms/step
Epoch 2294/10000
124/124 - 0s - loss: 0.2276 - auc: 0.9585 - val_loss: 0.2361 - val_auc: 0.9577 - 381ms/epoch - 3ms/step
Epoch 2295/10000
124/124 - 0s - loss: 0.2276 - auc: 0.9585 - val_loss: 0.2361 - val_auc: 0.9576 - 336ms/epoch - 3ms/step
Epoch 2296/10000
124/124 - 0s - loss: 0.2276 - auc: 0.9586 - val_loss: 0.2360 - val_auc: 0.9577 - 371ms/epoch - 3ms/step
Epoch 2297/10000
124/124 - 0s - loss: 0.2275 - auc: 0.9587 - val_loss: 0.2362 - val_auc: 0.9576 - 386ms/epoch - 3ms/step
Epoch 2298/10000
124/124 - 0s - loss: 0.2275 - auc: 0.9590 - val_loss: 0.2361 - val_auc: 0.9578 - 384ms/epoch - 3ms/step
Epoch 2299/10000
124/124 - 0s - loss: 0.2274 - auc: 0.9588 - val_loss: 0.2362 - val_auc: 0.9577 - 336ms/epoch - 3ms/step
Epoch 2300/10000
124/124 - 0s - loss: 0.2274 - auc: 0.9586 - val_loss: 0.2363 - val_auc: 0.9575 - 377ms/epoch - 3ms/step
Epoch 2301/10000
124/124 - 0s - loss: 0.2275 - auc: 0.9588 - val_loss: 0.2360 - val_auc: 0.9578 - 381ms/epoch - 3ms/step
Epoch 2302/10000
124/124 - 0s - loss: 0.2275 - auc: 0.9589 - val_loss: 0.2360 - val_auc: 0.9577 - 347ms/epoch - 3ms/step
Epoch 2303/10000
124/124 - 0s - loss: 0.2276 - auc: 0.9587 - val_loss: 0.2361 - val_auc: 0.9577 - 385ms/epoch - 3ms/step
Epoch 2304/10000
124/124 - 0s - loss: 0.2275 - auc: 0.9588 - val_loss: 0.2362 - val_auc: 0.9577 - 383ms/epoch - 3ms/step
Epoch 2305/10000
124/124 - 0s - loss: 0.2276 - auc: 0.9588 - val_loss: 0.2361 - val_auc: 0.9577 - 382ms/epoch - 3ms/step
Epoch 2306/10000
124/124 - 0s - loss: 0.2274 - auc: 0.9588 - val_loss: 0.2362 - val_auc: 0.9575 - 337ms/epoch - 3ms/step
Epoch 2307/10000
124/124 - 0s - loss: 0.2274 - auc: 0.9588 - val_loss: 0.2361 - val_auc: 0.9577 - 379ms/epoch - 3ms/step
Epoch 2308/10000
124/124 - 0s - loss: 0.2273 - auc: 0.9586 - val_loss: 0.2362 - val_auc: 0.9576 - 396ms/epoch - 3ms/step
Epoch 2309/10000
124/124 - 0s - loss: 0.2273 - auc: 0.9590 - val_loss: 0.2359 - val_auc: 0.9577 - 402ms/epoch - 3ms/step
Epoch 2310/10000
124/124 - 0s - loss: 0.2273 - auc: 0.9588 - val_loss: 0.2359 - val_auc: 0.9578 - 393ms/epoch - 3ms/step
Epoch 2311/10000
124/124 - 0s - loss: 0.2273 - auc: 0.9587 - val_loss: 0.2359 - val_auc: 0.9578 - 392ms/epoch - 3ms/step
Epoch 2312/10000
124/124 - 0s - loss: 0.2273 - auc: 0.9587 - val_loss: 0.2359 - val_auc: 0.9577 - 386ms/epoch - 3ms/step
Epoch 2313/10000
124/124 - 0s - loss: 0.2273 - auc: 0.9586 - val_loss: 0.2360 - val_auc: 0.9577 - 396ms/epoch - 3ms/step
Epoch 2314/10000
124/124 - 0s - loss: 0.2273 - auc: 0.9588 - val_loss: 0.2359 - val_auc: 0.9578 - 391ms/epoch - 3ms/step
Epoch 2315/10000
124/124 - 0s - loss: 0.2272 - auc: 0.9588 - val_loss: 0.2359 - val_auc: 0.9577 - 393ms/epoch - 3ms/step
Epoch 2316/10000
124/124 - 0s - loss: 0.2272 - auc: 0.9586 - val_loss: 0.2361 - val_auc: 0.9577 - 396ms/epoch - 3ms/step
Epoch 2317/10000
124/124 - 0s - loss: 0.2273 - auc: 0.9587 - val_loss: 0.2359 - val_auc: 0.9578 - 394ms/epoch - 3ms/step
Epoch 2318/10000
124/124 - 0s - loss: 0.2273 - auc: 0.9588 - val_loss: 0.2362 - val_auc: 0.9577 - 346ms/epoch - 3ms/step
Epoch 2319/10000
124/124 - 0s - loss: 0.2273 - auc: 0.9589 - val_loss: 0.2360 - val_auc: 0.9578 - 376ms/epoch - 3ms/step
Epoch 2320/10000
124/124 - 0s - loss: 0.2271 - auc: 0.9589 - val_loss: 0.2359 - val_auc: 0.9577 - 387ms/epoch - 3ms/step
Epoch 2321/10000
124/124 - 0s - loss: 0.2272 - auc: 0.9590 - val_loss: 0.2359 - val_auc: 0.9578 - 383ms/epoch - 3ms/step
Epoch 2322/10000
124/124 - 0s - loss: 0.2272 - auc: 0.9589 - val_loss: 0.2360 - val_auc: 0.9578 - 343ms/epoch - 3ms/step
Epoch 2323/10000
124/124 - 0s - loss: 0.2272 - auc: 0.9588 - val_loss: 0.2360 - val_auc: 0.9578 - 384ms/epoch - 3ms/step
Epoch 2324/10000
124/124 - 0s - loss: 0.2272 - auc: 0.9589 - val_loss: 0.2361 - val_auc: 0.9577 - 385ms/epoch - 3ms/step
Epoch 2325/10000
124/124 - 0s - loss: 0.2271 - auc: 0.9589 - val_loss: 0.2359 - val_auc: 0.9578 - 387ms/epoch - 3ms/step
Epoch 2326/10000
124/124 - 0s - loss: 0.2270 - auc: 0.9591 - val_loss: 0.2358 - val_auc: 0.9578 - 386ms/epoch - 3ms/step
Epoch 2327/10000
124/124 - 0s - loss: 0.2270 - auc: 0.9588 - val_loss: 0.2358 - val_auc: 0.9579 - 344ms/epoch - 3ms/step
Epoch 2328/10000
124/124 - 0s - loss: 0.2270 - auc: 0.9589 - val_loss: 0.2357 - val_auc: 0.9578 - 398ms/epoch - 3ms/step
Epoch 2329/10000
124/124 - 0s - loss: 0.2270 - auc: 0.9588 - val_loss: 0.2359 - val_auc: 0.9579 - 367ms/epoch - 3ms/step
Epoch 2330/10000
124/124 - 0s - loss: 0.2270 - auc: 0.9590 - val_loss: 0.2357 - val_auc: 0.9578 - 382ms/epoch - 3ms/step
Epoch 2331/10000
124/124 - 0s - loss: 0.2270 - auc: 0.9589 - val_loss: 0.2357 - val_auc: 0.9579 - 398ms/epoch - 3ms/step
Epoch 2332/10000
124/124 - 0s - loss: 0.2270 - auc: 0.9589 - val_loss: 0.2357 - val_auc: 0.9579 - 348ms/epoch - 3ms/step
Epoch 2333/10000
124/124 - 0s - loss: 0.2269 - auc: 0.9589 - val_loss: 0.2357 - val_auc: 0.9579 - 379ms/epoch - 3ms/step
Epoch 2334/10000
124/124 - 0s - loss: 0.2270 - auc: 0.9590 - val_loss: 0.2357 - val_auc: 0.9580 - 383ms/epoch - 3ms/step
Epoch 2335/10000
124/124 - 0s - loss: 0.2271 - auc: 0.9588 - val_loss: 0.2358 - val_auc: 0.9580 - 335ms/epoch - 3ms/step
Epoch 2336/10000
124/124 - 0s - loss: 0.2270 - auc: 0.9591 - val_loss: 0.2357 - val_auc: 0.9580 - 366ms/epoch - 3ms/step
Epoch 2337/10000
124/124 - 0s - loss: 0.2270 - auc: 0.9591 - val_loss: 0.2358 - val_auc: 0.9578 - 375ms/epoch - 3ms/step
Epoch 2338/10000
124/124 - 0s - loss: 0.2269 - auc: 0.9589 - val_loss: 0.2357 - val_auc: 0.9579 - 333ms/epoch - 3ms/step
Epoch 2339/10000
124/124 - 0s - loss: 0.2269 - auc: 0.9591 - val_loss: 0.2356 - val_auc: 0.9579 - 369ms/epoch - 3ms/step
Epoch 2340/10000
124/124 - 0s - loss: 0.2268 - auc: 0.9590 - val_loss: 0.2356 - val_auc: 0.9579 - 354ms/epoch - 3ms/step
Epoch 2341/10000
124/124 - 0s - loss: 0.2270 - auc: 0.9588 - val_loss: 0.2357 - val_auc: 0.9580 - 327ms/epoch - 3ms/step
Epoch 2342/10000
124/124 - 0s - loss: 0.2268 - auc: 0.9590 - val_loss: 0.2356 - val_auc: 0.9579 - 371ms/epoch - 3ms/step
Epoch 2343/10000
124/124 - 0s - loss: 0.2268 - auc: 0.9590 - val_loss: 0.2356 - val_auc: 0.9579 - 342ms/epoch - 3ms/step
Epoch 2344/10000
124/124 - 0s - loss: 0.2268 - auc: 0.9591 - val_loss: 0.2356 - val_auc: 0.9580 - 385ms/epoch - 3ms/step
Epoch 2345/10000
124/124 - 0s - loss: 0.2268 - auc: 0.9590 - val_loss: 0.2355 - val_auc: 0.9580 - 382ms/epoch - 3ms/step
Epoch 2346/10000
124/124 - 0s - loss: 0.2267 - auc: 0.9589 - val_loss: 0.2356 - val_auc: 0.9580 - 377ms/epoch - 3ms/step
Epoch 2347/10000
124/124 - 0s - loss: 0.2267 - auc: 0.9590 - val_loss: 0.2356 - val_auc: 0.9581 - 332ms/epoch - 3ms/step
Epoch 2348/10000
124/124 - 0s - loss: 0.2267 - auc: 0.9590 - val_loss: 0.2356 - val_auc: 0.9581 - 379ms/epoch - 3ms/step
Epoch 2349/10000
124/124 - 0s - loss: 0.2268 - auc: 0.9591 - val_loss: 0.2355 - val_auc: 0.9580 - 333ms/epoch - 3ms/step
Epoch 2350/10000
124/124 - 0s - loss: 0.2267 - auc: 0.9591 - val_loss: 0.2356 - val_auc: 0.9581 - 372ms/epoch - 3ms/step
Epoch 2351/10000
124/124 - 0s - loss: 0.2267 - auc: 0.9592 - val_loss: 0.2355 - val_auc: 0.9581 - 331ms/epoch - 3ms/step
Epoch 2352/10000
124/124 - 0s - loss: 0.2268 - auc: 0.9590 - val_loss: 0.2355 - val_auc: 0.9581 - 322ms/epoch - 3ms/step
Epoch 2353/10000
124/124 - 0s - loss: 0.2267 - auc: 0.9590 - val_loss: 0.2356 - val_auc: 0.9580 - 376ms/epoch - 3ms/step
Epoch 2354/10000
124/124 - 0s - loss: 0.2267 - auc: 0.9591 - val_loss: 0.2354 - val_auc: 0.9579 - 332ms/epoch - 3ms/step
Epoch 2355/10000
124/124 - 0s - loss: 0.2267 - auc: 0.9591 - val_loss: 0.2356 - val_auc: 0.9580 - 370ms/epoch - 3ms/step
Epoch 2356/10000
124/124 - 0s - loss: 0.2266 - auc: 0.9591 - val_loss: 0.2355 - val_auc: 0.9580 - 335ms/epoch - 3ms/step
Epoch 2357/10000
124/124 - 0s - loss: 0.2267 - auc: 0.9591 - val_loss: 0.2356 - val_auc: 0.9580 - 374ms/epoch - 3ms/step
Epoch 2358/10000
124/124 - 0s - loss: 0.2267 - auc: 0.9589 - val_loss: 0.2355 - val_auc: 0.9580 - 389ms/epoch - 3ms/step
Epoch 2359/10000
124/124 - 0s - loss: 0.2266 - auc: 0.9593 - val_loss: 0.2355 - val_auc: 0.9580 - 339ms/epoch - 3ms/step
Epoch 2360/10000
124/124 - 0s - loss: 0.2266 - auc: 0.9591 - val_loss: 0.2355 - val_auc: 0.9580 - 369ms/epoch - 3ms/step
Epoch 2361/10000
124/124 - 0s - loss: 0.2266 - auc: 0.9590 - val_loss: 0.2355 - val_auc: 0.9581 - 377ms/epoch - 3ms/step
Epoch 2362/10000
124/124 - 0s - loss: 0.2266 - auc: 0.9590 - val_loss: 0.2353 - val_auc: 0.9582 - 325ms/epoch - 3ms/step
Epoch 2363/10000
124/124 - 0s - loss: 0.2266 - auc: 0.9591 - val_loss: 0.2353 - val_auc: 0.9582 - 373ms/epoch - 3ms/step
Epoch 2364/10000
124/124 - 0s - loss: 0.2265 - auc: 0.9593 - val_loss: 0.2356 - val_auc: 0.9581 - 331ms/epoch - 3ms/step
Epoch 2365/10000
124/124 - 0s - loss: 0.2265 - auc: 0.9593 - val_loss: 0.2353 - val_auc: 0.9582 - 372ms/epoch - 3ms/step
Epoch 2366/10000
124/124 - 0s - loss: 0.2265 - auc: 0.9590 - val_loss: 0.2354 - val_auc: 0.9580 - 333ms/epoch - 3ms/step
Epoch 2367/10000
124/124 - 0s - loss: 0.2264 - auc: 0.9592 - val_loss: 0.2352 - val_auc: 0.9581 - 369ms/epoch - 3ms/step
Epoch 2368/10000
124/124 - 0s - loss: 0.2265 - auc: 0.9592 - val_loss: 0.2354 - val_auc: 0.9581 - 381ms/epoch - 3ms/step
Epoch 2369/10000
124/124 - 0s - loss: 0.2266 - auc: 0.9591 - val_loss: 0.2355 - val_auc: 0.9581 - 325ms/epoch - 3ms/step
Epoch 2370/10000
124/124 - 0s - loss: 0.2265 - auc: 0.9593 - val_loss: 0.2353 - val_auc: 0.9581 - 372ms/epoch - 3ms/step
Epoch 2371/10000
124/124 - 0s - loss: 0.2264 - auc: 0.9592 - val_loss: 0.2352 - val_auc: 0.9580 - 325ms/epoch - 3ms/step
Epoch 2372/10000
124/124 - 0s - loss: 0.2265 - auc: 0.9592 - val_loss: 0.2352 - val_auc: 0.9583 - 405ms/epoch - 3ms/step
Epoch 2373/10000
124/124 - 0s - loss: 0.2265 - auc: 0.9591 - val_loss: 0.2352 - val_auc: 0.9582 - 367ms/epoch - 3ms/step
Epoch 2374/10000
124/124 - 0s - loss: 0.2265 - auc: 0.9592 - val_loss: 0.2355 - val_auc: 0.9581 - 336ms/epoch - 3ms/step
Epoch 2375/10000
124/124 - 0s - loss: 0.2266 - auc: 0.9591 - val_loss: 0.2354 - val_auc: 0.9580 - 379ms/epoch - 3ms/step
Epoch 2376/10000
124/124 - 0s - loss: 0.2263 - auc: 0.9592 - val_loss: 0.2351 - val_auc: 0.9581 - 403ms/epoch - 3ms/step
Epoch 2377/10000
124/124 - 0s - loss: 0.2264 - auc: 0.9592 - val_loss: 0.2351 - val_auc: 0.9582 - 385ms/epoch - 3ms/step
Epoch 2378/10000
124/124 - 1s - loss: 0.2262 - auc: 0.9593 - val_loss: 0.2356 - val_auc: 0.9579 - 589ms/epoch - 5ms/step
Epoch 2379/10000
124/124 - 0s - loss: 0.2266 - auc: 0.9591 - val_loss: 0.2354 - val_auc: 0.9582 - 435ms/epoch - 4ms/step
Epoch 2380/10000
124/124 - 0s - loss: 0.2263 - auc: 0.9593 - val_loss: 0.2352 - val_auc: 0.9582 - 367ms/epoch - 3ms/step
Epoch 2381/10000
124/124 - 0s - loss: 0.2264 - auc: 0.9591 - val_loss: 0.2352 - val_auc: 0.9582 - 329ms/epoch - 3ms/step
Epoch 2382/10000
124/124 - 0s - loss: 0.2263 - auc: 0.9592 - val_loss: 0.2351 - val_auc: 0.9582 - 369ms/epoch - 3ms/step
Epoch 2383/10000
124/124 - 0s - loss: 0.2263 - auc: 0.9592 - val_loss: 0.2351 - val_auc: 0.9581 - 330ms/epoch - 3ms/step
Epoch 2384/10000
124/124 - 0s - loss: 0.2263 - auc: 0.9592 - val_loss: 0.2353 - val_auc: 0.9581 - 329ms/epoch - 3ms/step
Epoch 2385/10000
124/124 - 0s - loss: 0.2262 - auc: 0.9595 - val_loss: 0.2350 - val_auc: 0.9583 - 376ms/epoch - 3ms/step
Epoch 2386/10000
124/124 - 0s - loss: 0.2262 - auc: 0.9594 - val_loss: 0.2351 - val_auc: 0.9582 - 330ms/epoch - 3ms/step
Epoch 2387/10000
124/124 - 0s - loss: 0.2263 - auc: 0.9593 - val_loss: 0.2351 - val_auc: 0.9581 - 377ms/epoch - 3ms/step
Epoch 2388/10000
124/124 - 0s - loss: 0.2263 - auc: 0.9593 - val_loss: 0.2350 - val_auc: 0.9583 - 379ms/epoch - 3ms/step
Epoch 2389/10000
124/124 - 0s - loss: 0.2262 - auc: 0.9593 - val_loss: 0.2351 - val_auc: 0.9583 - 328ms/epoch - 3ms/step
Epoch 2390/10000
124/124 - 0s - loss: 0.2261 - auc: 0.9594 - val_loss: 0.2350 - val_auc: 0.9582 - 375ms/epoch - 3ms/step
Epoch 2391/10000
124/124 - 0s - loss: 0.2262 - auc: 0.9593 - val_loss: 0.2351 - val_auc: 0.9583 - 332ms/epoch - 3ms/step
Epoch 2392/10000
124/124 - 0s - loss: 0.2262 - auc: 0.9593 - val_loss: 0.2350 - val_auc: 0.9583 - 374ms/epoch - 3ms/step
Epoch 2393/10000
124/124 - 0s - loss: 0.2262 - auc: 0.9590 - val_loss: 0.2351 - val_auc: 0.9582 - 332ms/epoch - 3ms/step
Epoch 2394/10000
124/124 - 0s - loss: 0.2262 - auc: 0.9593 - val_loss: 0.2350 - val_auc: 0.9583 - 369ms/epoch - 3ms/step
Epoch 2395/10000
124/124 - 0s - loss: 0.2261 - auc: 0.9592 - val_loss: 0.2350 - val_auc: 0.9583 - 390ms/epoch - 3ms/step
Epoch 2396/10000
124/124 - 0s - loss: 0.2261 - auc: 0.9593 - val_loss: 0.2351 - val_auc: 0.9583 - 383ms/epoch - 3ms/step
Epoch 2397/10000
124/124 - 0s - loss: 0.2261 - auc: 0.9595 - val_loss: 0.2350 - val_auc: 0.9583 - 326ms/epoch - 3ms/step
Epoch 2398/10000
124/124 - 0s - loss: 0.2261 - auc: 0.9595 - val_loss: 0.2350 - val_auc: 0.9583 - 386ms/epoch - 3ms/step
Epoch 2399/10000
124/124 - 0s - loss: 0.2261 - auc: 0.9591 - val_loss: 0.2351 - val_auc: 0.9583 - 385ms/epoch - 3ms/step
Epoch 2400/10000
124/124 - 0s - loss: 0.2261 - auc: 0.9594 - val_loss: 0.2349 - val_auc: 0.9582 - 335ms/epoch - 3ms/step
Epoch 2401/10000
124/124 - 0s - loss: 0.2260 - auc: 0.9594 - val_loss: 0.2349 - val_auc: 0.9583 - 365ms/epoch - 3ms/step
Epoch 2402/10000
124/124 - 0s - loss: 0.2260 - auc: 0.9592 - val_loss: 0.2350 - val_auc: 0.9582 - 322ms/epoch - 3ms/step
Epoch 2403/10000
124/124 - 0s - loss: 0.2261 - auc: 0.9592 - val_loss: 0.2348 - val_auc: 0.9582 - 367ms/epoch - 3ms/step
Epoch 2404/10000
124/124 - 0s - loss: 0.2261 - auc: 0.9590 - val_loss: 0.2351 - val_auc: 0.9583 - 326ms/epoch - 3ms/step
Epoch 2405/10000
124/124 - 0s - loss: 0.2260 - auc: 0.9594 - val_loss: 0.2349 - val_auc: 0.9582 - 383ms/epoch - 3ms/step
Epoch 2406/10000
124/124 - 0s - loss: 0.2259 - auc: 0.9594 - val_loss: 0.2348 - val_auc: 0.9582 - 337ms/epoch - 3ms/step
Epoch 2407/10000
124/124 - 0s - loss: 0.2259 - auc: 0.9593 - val_loss: 0.2349 - val_auc: 0.9584 - 328ms/epoch - 3ms/step
Epoch 2408/10000
124/124 - 0s - loss: 0.2260 - auc: 0.9595 - val_loss: 0.2348 - val_auc: 0.9584 - 383ms/epoch - 3ms/step
Epoch 2409/10000
124/124 - 0s - loss: 0.2260 - auc: 0.9594 - val_loss: 0.2348 - val_auc: 0.9583 - 335ms/epoch - 3ms/step
Epoch 2410/10000
124/124 - 0s - loss: 0.2261 - auc: 0.9594 - val_loss: 0.2347 - val_auc: 0.9583 - 368ms/epoch - 3ms/step
Epoch 2411/10000
124/124 - 0s - loss: 0.2259 - auc: 0.9594 - val_loss: 0.2347 - val_auc: 0.9582 - 329ms/epoch - 3ms/step
Epoch 2412/10000
124/124 - 0s - loss: 0.2260 - auc: 0.9594 - val_loss: 0.2347 - val_auc: 0.9582 - 371ms/epoch - 3ms/step
Epoch 2413/10000
124/124 - 0s - loss: 0.2258 - auc: 0.9592 - val_loss: 0.2349 - val_auc: 0.9583 - 377ms/epoch - 3ms/step
Epoch 2414/10000
124/124 - 0s - loss: 0.2259 - auc: 0.9595 - val_loss: 0.2347 - val_auc: 0.9583 - 323ms/epoch - 3ms/step
Epoch 2415/10000
124/124 - 0s - loss: 0.2259 - auc: 0.9594 - val_loss: 0.2348 - val_auc: 0.9584 - 383ms/epoch - 3ms/step
Epoch 2416/10000
124/124 - 0s - loss: 0.2258 - auc: 0.9595 - val_loss: 0.2349 - val_auc: 0.9583 - 389ms/epoch - 3ms/step
Epoch 2417/10000
124/124 - 0s - loss: 0.2258 - auc: 0.9595 - val_loss: 0.2347 - val_auc: 0.9583 - 344ms/epoch - 3ms/step
Epoch 2418/10000
124/124 - 0s - loss: 0.2259 - auc: 0.9591 - val_loss: 0.2347 - val_auc: 0.9584 - 379ms/epoch - 3ms/step
Epoch 2419/10000
124/124 - 0s - loss: 0.2259 - auc: 0.9593 - val_loss: 0.2347 - val_auc: 0.9585 - 381ms/epoch - 3ms/step
Epoch 2420/10000
124/124 - 0s - loss: 0.2258 - auc: 0.9595 - val_loss: 0.2346 - val_auc: 0.9584 - 385ms/epoch - 3ms/step
Epoch 2421/10000
124/124 - 0s - loss: 0.2258 - auc: 0.9595 - val_loss: 0.2346 - val_auc: 0.9584 - 343ms/epoch - 3ms/step
Epoch 2422/10000
124/124 - 0s - loss: 0.2258 - auc: 0.9593 - val_loss: 0.2347 - val_auc: 0.9583 - 388ms/epoch - 3ms/step
Epoch 2423/10000
124/124 - 0s - loss: 0.2257 - auc: 0.9595 - val_loss: 0.2346 - val_auc: 0.9585 - 376ms/epoch - 3ms/step
Epoch 2424/10000
124/124 - 0s - loss: 0.2258 - auc: 0.9595 - val_loss: 0.2346 - val_auc: 0.9585 - 389ms/epoch - 3ms/step
Epoch 2425/10000
124/124 - 0s - loss: 0.2258 - auc: 0.9594 - val_loss: 0.2347 - val_auc: 0.9585 - 447ms/epoch - 4ms/step
Epoch 2426/10000
124/124 - 0s - loss: 0.2257 - auc: 0.9594 - val_loss: 0.2348 - val_auc: 0.9584 - 349ms/epoch - 3ms/step
Epoch 2427/10000
124/124 - 0s - loss: 0.2257 - auc: 0.9596 - val_loss: 0.2346 - val_auc: 0.9585 - 393ms/epoch - 3ms/step
Epoch 2428/10000
124/124 - 0s - loss: 0.2257 - auc: 0.9597 - val_loss: 0.2346 - val_auc: 0.9586 - 388ms/epoch - 3ms/step
Epoch 2429/10000
124/124 - 0s - loss: 0.2257 - auc: 0.9594 - val_loss: 0.2346 - val_auc: 0.9585 - 343ms/epoch - 3ms/step
Epoch 2430/10000
124/124 - 0s - loss: 0.2256 - auc: 0.9595 - val_loss: 0.2345 - val_auc: 0.9585 - 372ms/epoch - 3ms/step
Epoch 2431/10000
124/124 - 0s - loss: 0.2257 - auc: 0.9594 - val_loss: 0.2345 - val_auc: 0.9585 - 389ms/epoch - 3ms/step
Epoch 2432/10000
124/124 - 0s - loss: 0.2256 - auc: 0.9595 - val_loss: 0.2347 - val_auc: 0.9585 - 324ms/epoch - 3ms/step
Epoch 2433/10000
124/124 - 0s - loss: 0.2256 - auc: 0.9596 - val_loss: 0.2346 - val_auc: 0.9586 - 379ms/epoch - 3ms/step
Epoch 2434/10000
124/124 - 0s - loss: 0.2255 - auc: 0.9596 - val_loss: 0.2346 - val_auc: 0.9586 - 379ms/epoch - 3ms/step
Epoch 2435/10000
124/124 - 0s - loss: 0.2256 - auc: 0.9596 - val_loss: 0.2346 - val_auc: 0.9584 - 348ms/epoch - 3ms/step
Epoch 2436/10000
124/124 - 0s - loss: 0.2256 - auc: 0.9596 - val_loss: 0.2347 - val_auc: 0.9585 - 381ms/epoch - 3ms/step
Epoch 2437/10000
124/124 - 0s - loss: 0.2256 - auc: 0.9595 - val_loss: 0.2345 - val_auc: 0.9584 - 381ms/epoch - 3ms/step
Epoch 2438/10000
124/124 - 0s - loss: 0.2256 - auc: 0.9596 - val_loss: 0.2346 - val_auc: 0.9585 - 377ms/epoch - 3ms/step
Epoch 2439/10000
124/124 - 0s - loss: 0.2256 - auc: 0.9597 - val_loss: 0.2344 - val_auc: 0.9585 - 336ms/epoch - 3ms/step
Epoch 2440/10000
124/124 - 0s - loss: 0.2255 - auc: 0.9596 - val_loss: 0.2345 - val_auc: 0.9585 - 376ms/epoch - 3ms/step
Epoch 2441/10000
124/124 - 0s - loss: 0.2255 - auc: 0.9596 - val_loss: 0.2345 - val_auc: 0.9587 - 336ms/epoch - 3ms/step
Epoch 2442/10000
124/124 - 0s - loss: 0.2255 - auc: 0.9594 - val_loss: 0.2344 - val_auc: 0.9585 - 335ms/epoch - 3ms/step
Epoch 2443/10000
124/124 - 0s - loss: 0.2255 - auc: 0.9594 - val_loss: 0.2345 - val_auc: 0.9586 - 371ms/epoch - 3ms/step
Epoch 2444/10000
124/124 - 0s - loss: 0.2256 - auc: 0.9594 - val_loss: 0.2344 - val_auc: 0.9586 - 324ms/epoch - 3ms/step
Epoch 2445/10000
124/124 - 0s - loss: 0.2254 - auc: 0.9597 - val_loss: 0.2345 - val_auc: 0.9586 - 377ms/epoch - 3ms/step
Epoch 2446/10000
124/124 - 0s - loss: 0.2255 - auc: 0.9596 - val_loss: 0.2345 - val_auc: 0.9585 - 327ms/epoch - 3ms/step
Epoch 2447/10000
124/124 - 0s - loss: 0.2254 - auc: 0.9596 - val_loss: 0.2343 - val_auc: 0.9586 - 371ms/epoch - 3ms/step
Epoch 2448/10000
124/124 - 0s - loss: 0.2254 - auc: 0.9595 - val_loss: 0.2343 - val_auc: 0.9586 - 338ms/epoch - 3ms/step
Epoch 2449/10000
124/124 - 0s - loss: 0.2255 - auc: 0.9596 - val_loss: 0.2344 - val_auc: 0.9587 - 376ms/epoch - 3ms/step
Epoch 2450/10000
124/124 - 0s - loss: 0.2254 - auc: 0.9596 - val_loss: 0.2345 - val_auc: 0.9586 - 384ms/epoch - 3ms/step
Epoch 2451/10000
124/124 - 0s - loss: 0.2254 - auc: 0.9597 - val_loss: 0.2344 - val_auc: 0.9585 - 321ms/epoch - 3ms/step
Epoch 2452/10000
124/124 - 0s - loss: 0.2253 - auc: 0.9597 - val_loss: 0.2344 - val_auc: 0.9586 - 371ms/epoch - 3ms/step
Epoch 2453/10000
124/124 - 0s - loss: 0.2253 - auc: 0.9596 - val_loss: 0.2344 - val_auc: 0.9586 - 393ms/epoch - 3ms/step
Epoch 2454/10000
124/124 - 0s - loss: 0.2253 - auc: 0.9596 - val_loss: 0.2343 - val_auc: 0.9586 - 342ms/epoch - 3ms/step
Epoch 2455/10000
124/124 - 0s - loss: 0.2254 - auc: 0.9595 - val_loss: 0.2346 - val_auc: 0.9585 - 372ms/epoch - 3ms/step
Epoch 2456/10000
124/124 - 0s - loss: 0.2253 - auc: 0.9597 - val_loss: 0.2343 - val_auc: 0.9586 - 380ms/epoch - 3ms/step
Epoch 2457/10000
124/124 - 0s - loss: 0.2254 - auc: 0.9596 - val_loss: 0.2345 - val_auc: 0.9585 - 336ms/epoch - 3ms/step
Epoch 2458/10000
124/124 - 0s - loss: 0.2255 - auc: 0.9595 - val_loss: 0.2343 - val_auc: 0.9588 - 369ms/epoch - 3ms/step
Epoch 2459/10000
124/124 - 0s - loss: 0.2253 - auc: 0.9595 - val_loss: 0.2343 - val_auc: 0.9586 - 377ms/epoch - 3ms/step
Epoch 2460/10000
124/124 - 0s - loss: 0.2253 - auc: 0.9596 - val_loss: 0.2346 - val_auc: 0.9585 - 329ms/epoch - 3ms/step
Epoch 2461/10000
124/124 - 0s - loss: 0.2252 - auc: 0.9597 - val_loss: 0.2343 - val_auc: 0.9586 - 375ms/epoch - 3ms/step
Epoch 2462/10000
124/124 - 0s - loss: 0.2252 - auc: 0.9596 - val_loss: 0.2343 - val_auc: 0.9587 - 323ms/epoch - 3ms/step
Epoch 2463/10000
124/124 - 0s - loss: 0.2252 - auc: 0.9598 - val_loss: 0.2342 - val_auc: 0.9588 - 369ms/epoch - 3ms/step
Epoch 2464/10000
124/124 - 0s - loss: 0.2252 - auc: 0.9597 - val_loss: 0.2342 - val_auc: 0.9587 - 323ms/epoch - 3ms/step
Epoch 2465/10000
124/124 - 0s - loss: 0.2252 - auc: 0.9599 - val_loss: 0.2343 - val_auc: 0.9586 - 377ms/epoch - 3ms/step
Epoch 2466/10000
124/124 - 0s - loss: 0.2252 - auc: 0.9598 - val_loss: 0.2343 - val_auc: 0.9586 - 332ms/epoch - 3ms/step
Epoch 2467/10000
124/124 - 0s - loss: 0.2252 - auc: 0.9596 - val_loss: 0.2342 - val_auc: 0.9587 - 372ms/epoch - 3ms/step
Epoch 2468/10000
124/124 - 0s - loss: 0.2251 - auc: 0.9597 - val_loss: 0.2342 - val_auc: 0.9587 - 379ms/epoch - 3ms/step
Epoch 2469/10000
124/124 - 0s - loss: 0.2251 - auc: 0.9598 - val_loss: 0.2342 - val_auc: 0.9588 - 328ms/epoch - 3ms/step
Epoch 2470/10000
124/124 - 0s - loss: 0.2252 - auc: 0.9597 - val_loss: 0.2341 - val_auc: 0.9588 - 381ms/epoch - 3ms/step
Epoch 2471/10000
124/124 - 0s - loss: 0.2253 - auc: 0.9596 - val_loss: 0.2341 - val_auc: 0.9587 - 388ms/epoch - 3ms/step
Epoch 2472/10000
124/124 - 0s - loss: 0.2251 - auc: 0.9597 - val_loss: 0.2341 - val_auc: 0.9588 - 337ms/epoch - 3ms/step
Epoch 2473/10000
124/124 - 0s - loss: 0.2251 - auc: 0.9597 - val_loss: 0.2341 - val_auc: 0.9587 - 382ms/epoch - 3ms/step
Epoch 2474/10000
124/124 - 0s - loss: 0.2250 - auc: 0.9598 - val_loss: 0.2342 - val_auc: 0.9586 - 381ms/epoch - 3ms/step
Epoch 2475/10000
124/124 - 0s - loss: 0.2252 - auc: 0.9597 - val_loss: 0.2341 - val_auc: 0.9587 - 341ms/epoch - 3ms/step
Epoch 2476/10000
124/124 - 0s - loss: 0.2250 - auc: 0.9597 - val_loss: 0.2341 - val_auc: 0.9587 - 337ms/epoch - 3ms/step
Epoch 2477/10000
124/124 - 0s - loss: 0.2250 - auc: 0.9598 - val_loss: 0.2341 - val_auc: 0.9587 - 383ms/epoch - 3ms/step
Epoch 2478/10000
124/124 - 0s - loss: 0.2250 - auc: 0.9598 - val_loss: 0.2340 - val_auc: 0.9587 - 384ms/epoch - 3ms/step
Epoch 2479/10000
124/124 - 0s - loss: 0.2250 - auc: 0.9599 - val_loss: 0.2342 - val_auc: 0.9587 - 332ms/epoch - 3ms/step
Epoch 2480/10000
124/124 - 0s - loss: 0.2250 - auc: 0.9598 - val_loss: 0.2341 - val_auc: 0.9587 - 388ms/epoch - 3ms/step
Epoch 2481/10000
124/124 - 0s - loss: 0.2251 - auc: 0.9597 - val_loss: 0.2339 - val_auc: 0.9588 - 384ms/epoch - 3ms/step
Epoch 2482/10000
124/124 - 0s - loss: 0.2250 - auc: 0.9598 - val_loss: 0.2341 - val_auc: 0.9588 - 378ms/epoch - 3ms/step
Epoch 2483/10000
124/124 - 0s - loss: 0.2249 - auc: 0.9599 - val_loss: 0.2340 - val_auc: 0.9587 - 326ms/epoch - 3ms/step
Epoch 2484/10000
124/124 - 0s - loss: 0.2250 - auc: 0.9598 - val_loss: 0.2340 - val_auc: 0.9587 - 384ms/epoch - 3ms/step
Epoch 2485/10000
124/124 - 0s - loss: 0.2249 - auc: 0.9598 - val_loss: 0.2340 - val_auc: 0.9588 - 327ms/epoch - 3ms/step
Epoch 2486/10000
124/124 - 0s - loss: 0.2249 - auc: 0.9600 - val_loss: 0.2341 - val_auc: 0.9588 - 380ms/epoch - 3ms/step
Epoch 2487/10000
124/124 - 0s - loss: 0.2249 - auc: 0.9598 - val_loss: 0.2340 - val_auc: 0.9589 - 380ms/epoch - 3ms/step
Epoch 2488/10000
124/124 - 0s - loss: 0.2249 - auc: 0.9597 - val_loss: 0.2340 - val_auc: 0.9588 - 333ms/epoch - 3ms/step
Epoch 2489/10000
124/124 - 0s - loss: 0.2249 - auc: 0.9598 - val_loss: 0.2340 - val_auc: 0.9589 - 376ms/epoch - 3ms/step
Epoch 2490/10000
124/124 - 0s - loss: 0.2250 - auc: 0.9598 - val_loss: 0.2341 - val_auc: 0.9588 - 383ms/epoch - 3ms/step
Epoch 2491/10000
124/124 - 0s - loss: 0.2249 - auc: 0.9599 - val_loss: 0.2339 - val_auc: 0.9589 - 326ms/epoch - 3ms/step
Epoch 2492/10000
124/124 - 0s - loss: 0.2248 - auc: 0.9598 - val_loss: 0.2341 - val_auc: 0.9588 - 380ms/epoch - 3ms/step
Epoch 2493/10000
124/124 - 0s - loss: 0.2249 - auc: 0.9599 - val_loss: 0.2340 - val_auc: 0.9587 - 334ms/epoch - 3ms/step
Epoch 2494/10000
124/124 - 0s - loss: 0.2248 - auc: 0.9599 - val_loss: 0.2341 - val_auc: 0.9588 - 331ms/epoch - 3ms/step
Epoch 2495/10000
124/124 - 0s - loss: 0.2249 - auc: 0.9599 - val_loss: 0.2340 - val_auc: 0.9588 - 374ms/epoch - 3ms/step
Epoch 2496/10000
124/124 - 0s - loss: 0.2248 - auc: 0.9600 - val_loss: 0.2339 - val_auc: 0.9587 - 328ms/epoch - 3ms/step
Epoch 2497/10000
124/124 - 0s - loss: 0.2248 - auc: 0.9599 - val_loss: 0.2339 - val_auc: 0.9588 - 378ms/epoch - 3ms/step
Epoch 2498/10000
124/124 - 0s - loss: 0.2248 - auc: 0.9598 - val_loss: 0.2339 - val_auc: 0.9589 - 330ms/epoch - 3ms/step
Epoch 2499/10000
124/124 - 0s - loss: 0.2248 - auc: 0.9599 - val_loss: 0.2342 - val_auc: 0.9588 - 369ms/epoch - 3ms/step
Epoch 2500/10000
124/124 - 0s - loss: 0.2247 - auc: 0.9599 - val_loss: 0.2338 - val_auc: 0.9588 - 333ms/epoch - 3ms/step
Epoch 2501/10000
124/124 - 0s - loss: 0.2248 - auc: 0.9599 - val_loss: 0.2339 - val_auc: 0.9589 - 367ms/epoch - 3ms/step
Epoch 2502/10000
124/124 - 0s - loss: 0.2247 - auc: 0.9598 - val_loss: 0.2337 - val_auc: 0.9589 - 372ms/epoch - 3ms/step
Epoch 2503/10000
124/124 - 0s - loss: 0.2247 - auc: 0.9600 - val_loss: 0.2340 - val_auc: 0.9588 - 327ms/epoch - 3ms/step
Epoch 2504/10000
124/124 - 0s - loss: 0.2247 - auc: 0.9598 - val_loss: 0.2339 - val_auc: 0.9589 - 379ms/epoch - 3ms/step
Epoch 2505/10000
124/124 - 0s - loss: 0.2247 - auc: 0.9599 - val_loss: 0.2339 - val_auc: 0.9588 - 323ms/epoch - 3ms/step
Epoch 2506/10000
124/124 - 0s - loss: 0.2248 - auc: 0.9599 - val_loss: 0.2338 - val_auc: 0.9589 - 381ms/epoch - 3ms/step
Epoch 2507/10000
124/124 - 0s - loss: 0.2247 - auc: 0.9598 - val_loss: 0.2338 - val_auc: 0.9590 - 390ms/epoch - 3ms/step
Epoch 2508/10000
124/124 - 0s - loss: 0.2247 - auc: 0.9599 - val_loss: 0.2338 - val_auc: 0.9589 - 401ms/epoch - 3ms/step
Epoch 2509/10000
124/124 - 0s - loss: 0.2246 - auc: 0.9600 - val_loss: 0.2337 - val_auc: 0.9590 - 337ms/epoch - 3ms/step
Epoch 2510/10000
124/124 - 0s - loss: 0.2246 - auc: 0.9600 - val_loss: 0.2339 - val_auc: 0.9589 - 371ms/epoch - 3ms/step
Epoch 2511/10000
124/124 - 0s - loss: 0.2246 - auc: 0.9600 - val_loss: 0.2337 - val_auc: 0.9589 - 380ms/epoch - 3ms/step
Epoch 2512/10000
124/124 - 0s - loss: 0.2246 - auc: 0.9600 - val_loss: 0.2337 - val_auc: 0.9590 - 345ms/epoch - 3ms/step
Epoch 2513/10000
124/124 - 0s - loss: 0.2246 - auc: 0.9599 - val_loss: 0.2337 - val_auc: 0.9590 - 373ms/epoch - 3ms/step
Epoch 2514/10000
124/124 - 0s - loss: 0.2245 - auc: 0.9598 - val_loss: 0.2339 - val_auc: 0.9589 - 382ms/epoch - 3ms/step
Epoch 2515/10000
124/124 - 0s - loss: 0.2245 - auc: 0.9602 - val_loss: 0.2337 - val_auc: 0.9590 - 335ms/epoch - 3ms/step
Epoch 2516/10000
124/124 - 0s - loss: 0.2246 - auc: 0.9599 - val_loss: 0.2337 - val_auc: 0.9590 - 367ms/epoch - 3ms/step
Epoch 2517/10000
124/124 - 0s - loss: 0.2246 - auc: 0.9599 - val_loss: 0.2336 - val_auc: 0.9591 - 385ms/epoch - 3ms/step
Epoch 2518/10000
124/124 - 0s - loss: 0.2245 - auc: 0.9601 - val_loss: 0.2338 - val_auc: 0.9590 - 330ms/epoch - 3ms/step
Epoch 2519/10000
124/124 - 0s - loss: 0.2245 - auc: 0.9600 - val_loss: 0.2338 - val_auc: 0.9589 - 375ms/epoch - 3ms/step
Epoch 2520/10000
124/124 - 0s - loss: 0.2245 - auc: 0.9600 - val_loss: 0.2336 - val_auc: 0.9591 - 332ms/epoch - 3ms/step
Epoch 2521/10000
124/124 - 0s - loss: 0.2245 - auc: 0.9600 - val_loss: 0.2337 - val_auc: 0.9590 - 366ms/epoch - 3ms/step
Epoch 2522/10000
124/124 - 0s - loss: 0.2244 - auc: 0.9601 - val_loss: 0.2337 - val_auc: 0.9590 - 378ms/epoch - 3ms/step
Epoch 2523/10000
124/124 - 0s - loss: 0.2244 - auc: 0.9599 - val_loss: 0.2336 - val_auc: 0.9590 - 332ms/epoch - 3ms/step
Epoch 2524/10000
124/124 - 0s - loss: 0.2245 - auc: 0.9600 - val_loss: 0.2335 - val_auc: 0.9591 - 375ms/epoch - 3ms/step
Epoch 2525/10000
124/124 - 0s - loss: 0.2245 - auc: 0.9600 - val_loss: 0.2336 - val_auc: 0.9591 - 330ms/epoch - 3ms/step
Epoch 2526/10000
124/124 - 0s - loss: 0.2244 - auc: 0.9601 - val_loss: 0.2336 - val_auc: 0.9590 - 375ms/epoch - 3ms/step
Epoch 2527/10000
124/124 - 0s - loss: 0.2244 - auc: 0.9600 - val_loss: 0.2335 - val_auc: 0.9591 - 376ms/epoch - 3ms/step
Epoch 2528/10000
124/124 - 0s - loss: 0.2245 - auc: 0.9600 - val_loss: 0.2335 - val_auc: 0.9591 - 330ms/epoch - 3ms/step
Epoch 2529/10000
124/124 - 0s - loss: 0.2244 - auc: 0.9601 - val_loss: 0.2335 - val_auc: 0.9590 - 376ms/epoch - 3ms/step
Epoch 2530/10000
124/124 - 0s - loss: 0.2243 - auc: 0.9600 - val_loss: 0.2336 - val_auc: 0.9590 - 323ms/epoch - 3ms/step
Epoch 2531/10000
124/124 - 0s - loss: 0.2243 - auc: 0.9600 - val_loss: 0.2337 - val_auc: 0.9590 - 374ms/epoch - 3ms/step
Epoch 2532/10000
124/124 - 0s - loss: 0.2242 - auc: 0.9600 - val_loss: 0.2334 - val_auc: 0.9591 - 335ms/epoch - 3ms/step
Epoch 2533/10000
124/124 - 0s - loss: 0.2244 - auc: 0.9600 - val_loss: 0.2335 - val_auc: 0.9592 - 365ms/epoch - 3ms/step
Epoch 2534/10000
124/124 - 0s - loss: 0.2243 - auc: 0.9601 - val_loss: 0.2336 - val_auc: 0.9590 - 334ms/epoch - 3ms/step
Epoch 2535/10000
124/124 - 0s - loss: 0.2243 - auc: 0.9600 - val_loss: 0.2334 - val_auc: 0.9590 - 382ms/epoch - 3ms/step
Epoch 2536/10000
124/124 - 0s - loss: 0.2243 - auc: 0.9601 - val_loss: 0.2334 - val_auc: 0.9591 - 380ms/epoch - 3ms/step
Epoch 2537/10000
124/124 - 0s - loss: 0.2243 - auc: 0.9601 - val_loss: 0.2336 - val_auc: 0.9590 - 377ms/epoch - 3ms/step
Epoch 2538/10000
124/124 - 0s - loss: 0.2242 - auc: 0.9601 - val_loss: 0.2335 - val_auc: 0.9590 - 330ms/epoch - 3ms/step
Epoch 2539/10000
124/124 - 0s - loss: 0.2242 - auc: 0.9601 - val_loss: 0.2335 - val_auc: 0.9591 - 380ms/epoch - 3ms/step
Epoch 2540/10000
124/124 - 0s - loss: 0.2242 - auc: 0.9600 - val_loss: 0.2335 - val_auc: 0.9590 - 332ms/epoch - 3ms/step
Epoch 2541/10000
124/124 - 0s - loss: 0.2243 - auc: 0.9600 - val_loss: 0.2335 - val_auc: 0.9591 - 376ms/epoch - 3ms/step
Epoch 2542/10000
124/124 - 0s - loss: 0.2242 - auc: 0.9602 - val_loss: 0.2336 - val_auc: 0.9590 - 379ms/epoch - 3ms/step
Epoch 2543/10000
124/124 - 0s - loss: 0.2242 - auc: 0.9601 - val_loss: 0.2335 - val_auc: 0.9591 - 326ms/epoch - 3ms/step
Epoch 2544/10000
124/124 - 0s - loss: 0.2242 - auc: 0.9601 - val_loss: 0.2335 - val_auc: 0.9591 - 373ms/epoch - 3ms/step
Epoch 2545/10000
124/124 - 0s - loss: 0.2241 - auc: 0.9601 - val_loss: 0.2334 - val_auc: 0.9592 - 332ms/epoch - 3ms/step
Epoch 2546/10000
124/124 - 0s - loss: 0.2242 - auc: 0.9603 - val_loss: 0.2332 - val_auc: 0.9592 - 371ms/epoch - 3ms/step
Epoch 2547/10000
124/124 - 0s - loss: 0.2241 - auc: 0.9602 - val_loss: 0.2334 - val_auc: 0.9591 - 329ms/epoch - 3ms/step
Epoch 2548/10000
124/124 - 0s - loss: 0.2241 - auc: 0.9601 - val_loss: 0.2334 - val_auc: 0.9591 - 372ms/epoch - 3ms/step
Epoch 2549/10000
124/124 - 0s - loss: 0.2241 - auc: 0.9602 - val_loss: 0.2334 - val_auc: 0.9592 - 376ms/epoch - 3ms/step
Epoch 2550/10000
124/124 - 0s - loss: 0.2241 - auc: 0.9603 - val_loss: 0.2334 - val_auc: 0.9592 - 326ms/epoch - 3ms/step
Epoch 2551/10000
124/124 - 0s - loss: 0.2241 - auc: 0.9601 - val_loss: 0.2333 - val_auc: 0.9591 - 367ms/epoch - 3ms/step
Epoch 2552/10000
124/124 - 0s - loss: 0.2240 - auc: 0.9602 - val_loss: 0.2334 - val_auc: 0.9592 - 321ms/epoch - 3ms/step
Epoch 2553/10000
124/124 - 0s - loss: 0.2242 - auc: 0.9600 - val_loss: 0.2335 - val_auc: 0.9590 - 377ms/epoch - 3ms/step
Epoch 2554/10000
124/124 - 0s - loss: 0.2241 - auc: 0.9601 - val_loss: 0.2332 - val_auc: 0.9592 - 327ms/epoch - 3ms/step
Epoch 2555/10000
124/124 - 0s - loss: 0.2241 - auc: 0.9603 - val_loss: 0.2334 - val_auc: 0.9592 - 374ms/epoch - 3ms/step
Epoch 2556/10000
124/124 - 0s - loss: 0.2240 - auc: 0.9603 - val_loss: 0.2332 - val_auc: 0.9593 - 339ms/epoch - 3ms/step
Epoch 2557/10000
124/124 - 0s - loss: 0.2242 - auc: 0.9602 - val_loss: 0.2333 - val_auc: 0.9592 - 373ms/epoch - 3ms/step
Epoch 2558/10000
124/124 - 0s - loss: 0.2240 - auc: 0.9601 - val_loss: 0.2333 - val_auc: 0.9591 - 378ms/epoch - 3ms/step
Epoch 2559/10000
124/124 - 0s - loss: 0.2240 - auc: 0.9602 - val_loss: 0.2333 - val_auc: 0.9592 - 350ms/epoch - 3ms/step
Epoch 2560/10000
124/124 - 0s - loss: 0.2239 - auc: 0.9601 - val_loss: 0.2333 - val_auc: 0.9591 - 370ms/epoch - 3ms/step
Epoch 2561/10000
124/124 - 0s - loss: 0.2239 - auc: 0.9602 - val_loss: 0.2332 - val_auc: 0.9592 - 383ms/epoch - 3ms/step
Epoch 2562/10000
124/124 - 0s - loss: 0.2239 - auc: 0.9601 - val_loss: 0.2331 - val_auc: 0.9592 - 331ms/epoch - 3ms/step
Epoch 2563/10000
124/124 - 0s - loss: 0.2241 - auc: 0.9602 - val_loss: 0.2332 - val_auc: 0.9592 - 375ms/epoch - 3ms/step
Epoch 2564/10000
124/124 - 0s - loss: 0.2239 - auc: 0.9602 - val_loss: 0.2332 - val_auc: 0.9593 - 379ms/epoch - 3ms/step
Epoch 2565/10000
124/124 - 0s - loss: 0.2238 - auc: 0.9604 - val_loss: 0.2333 - val_auc: 0.9591 - 329ms/epoch - 3ms/step
Epoch 2566/10000
124/124 - 0s - loss: 0.2239 - auc: 0.9602 - val_loss: 0.2333 - val_auc: 0.9591 - 380ms/epoch - 3ms/step
Epoch 2567/10000
124/124 - 0s - loss: 0.2239 - auc: 0.9603 - val_loss: 0.2332 - val_auc: 0.9593 - 382ms/epoch - 3ms/step
Epoch 2568/10000
124/124 - 0s - loss: 0.2239 - auc: 0.9602 - val_loss: 0.2331 - val_auc: 0.9592 - 333ms/epoch - 3ms/step
Epoch 2569/10000
124/124 - 0s - loss: 0.2239 - auc: 0.9602 - val_loss: 0.2331 - val_auc: 0.9592 - 391ms/epoch - 3ms/step
Epoch 2570/10000
124/124 - 0s - loss: 0.2239 - auc: 0.9603 - val_loss: 0.2333 - val_auc: 0.9592 - 380ms/epoch - 3ms/step
Epoch 2571/10000
124/124 - 0s - loss: 0.2238 - auc: 0.9604 - val_loss: 0.2333 - val_auc: 0.9592 - 328ms/epoch - 3ms/step
Epoch 2572/10000
124/124 - 0s - loss: 0.2239 - auc: 0.9602 - val_loss: 0.2332 - val_auc: 0.9594 - 368ms/epoch - 3ms/step
Epoch 2573/10000
124/124 - 0s - loss: 0.2238 - auc: 0.9603 - val_loss: 0.2332 - val_auc: 0.9593 - 331ms/epoch - 3ms/step
Epoch 2574/10000
124/124 - 0s - loss: 0.2238 - auc: 0.9604 - val_loss: 0.2331 - val_auc: 0.9593 - 365ms/epoch - 3ms/step
Epoch 2575/10000
124/124 - 0s - loss: 0.2239 - auc: 0.9602 - val_loss: 0.2330 - val_auc: 0.9592 - 334ms/epoch - 3ms/step
Epoch 2576/10000
124/124 - 0s - loss: 0.2238 - auc: 0.9603 - val_loss: 0.2331 - val_auc: 0.9594 - 362ms/epoch - 3ms/step
Epoch 2577/10000
124/124 - 0s - loss: 0.2238 - auc: 0.9603 - val_loss: 0.2331 - val_auc: 0.9593 - 335ms/epoch - 3ms/step
Epoch 2578/10000
124/124 - 0s - loss: 0.2237 - auc: 0.9604 - val_loss: 0.2330 - val_auc: 0.9594 - 369ms/epoch - 3ms/step
Epoch 2579/10000
124/124 - 0s - loss: 0.2237 - auc: 0.9603 - val_loss: 0.2332 - val_auc: 0.9591 - 375ms/epoch - 3ms/step
Epoch 2580/10000
124/124 - 0s - loss: 0.2237 - auc: 0.9602 - val_loss: 0.2330 - val_auc: 0.9593 - 330ms/epoch - 3ms/step
Epoch 2581/10000
124/124 - 0s - loss: 0.2237 - auc: 0.9602 - val_loss: 0.2330 - val_auc: 0.9594 - 376ms/epoch - 3ms/step
Epoch 2582/10000
124/124 - 0s - loss: 0.2237 - auc: 0.9604 - val_loss: 0.2330 - val_auc: 0.9594 - 338ms/epoch - 3ms/step
Epoch 2583/10000
124/124 - 0s - loss: 0.2237 - auc: 0.9603 - val_loss: 0.2331 - val_auc: 0.9593 - 370ms/epoch - 3ms/step
Epoch 2584/10000
124/124 - 0s - loss: 0.2238 - auc: 0.9603 - val_loss: 0.2331 - val_auc: 0.9593 - 381ms/epoch - 3ms/step
Epoch 2585/10000
124/124 - 0s - loss: 0.2237 - auc: 0.9604 - val_loss: 0.2331 - val_auc: 0.9592 - 345ms/epoch - 3ms/step
Epoch 2586/10000
124/124 - 0s - loss: 0.2236 - auc: 0.9603 - val_loss: 0.2330 - val_auc: 0.9593 - 376ms/epoch - 3ms/step
Epoch 2587/10000
124/124 - 0s - loss: 0.2237 - auc: 0.9603 - val_loss: 0.2330 - val_auc: 0.9594 - 395ms/epoch - 3ms/step
Epoch 2588/10000
124/124 - 0s - loss: 0.2236 - auc: 0.9605 - val_loss: 0.2330 - val_auc: 0.9594 - 384ms/epoch - 3ms/step
Epoch 2589/10000
124/124 - 0s - loss: 0.2237 - auc: 0.9604 - val_loss: 0.2331 - val_auc: 0.9592 - 392ms/epoch - 3ms/step
Epoch 2590/10000
124/124 - 0s - loss: 0.2236 - auc: 0.9604 - val_loss: 0.2330 - val_auc: 0.9594 - 343ms/epoch - 3ms/step
Epoch 2591/10000
124/124 - 0s - loss: 0.2236 - auc: 0.9604 - val_loss: 0.2329 - val_auc: 0.9593 - 361ms/epoch - 3ms/step
Epoch 2592/10000
124/124 - 0s - loss: 0.2236 - auc: 0.9603 - val_loss: 0.2329 - val_auc: 0.9593 - 374ms/epoch - 3ms/step
Epoch 2593/10000
124/124 - 0s - loss: 0.2236 - auc: 0.9604 - val_loss: 0.2329 - val_auc: 0.9593 - 385ms/epoch - 3ms/step
Epoch 2594/10000
124/124 - 0s - loss: 0.2237 - auc: 0.9603 - val_loss: 0.2329 - val_auc: 0.9594 - 389ms/epoch - 3ms/step
Epoch 2595/10000
124/124 - 0s - loss: 0.2235 - auc: 0.9604 - val_loss: 0.2328 - val_auc: 0.9594 - 333ms/epoch - 3ms/step
Epoch 2596/10000
124/124 - 0s - loss: 0.2235 - auc: 0.9604 - val_loss: 0.2330 - val_auc: 0.9593 - 369ms/epoch - 3ms/step
Epoch 2597/10000
124/124 - 0s - loss: 0.2237 - auc: 0.9602 - val_loss: 0.2329 - val_auc: 0.9594 - 387ms/epoch - 3ms/step
Epoch 2598/10000
124/124 - 0s - loss: 0.2236 - auc: 0.9605 - val_loss: 0.2329 - val_auc: 0.9594 - 341ms/epoch - 3ms/step
Epoch 2599/10000
124/124 - 0s - loss: 0.2235 - auc: 0.9605 - val_loss: 0.2330 - val_auc: 0.9594 - 371ms/epoch - 3ms/step
Epoch 2600/10000
124/124 - 0s - loss: 0.2235 - auc: 0.9604 - val_loss: 0.2328 - val_auc: 0.9594 - 377ms/epoch - 3ms/step
Epoch 2601/10000
124/124 - 0s - loss: 0.2236 - auc: 0.9603 - val_loss: 0.2327 - val_auc: 0.9594 - 353ms/epoch - 3ms/step
Epoch 2602/10000
124/124 - 0s - loss: 0.2236 - auc: 0.9603 - val_loss: 0.2328 - val_auc: 0.9595 - 360ms/epoch - 3ms/step
Epoch 2603/10000
124/124 - 0s - loss: 0.2235 - auc: 0.9604 - val_loss: 0.2330 - val_auc: 0.9593 - 377ms/epoch - 3ms/step
Epoch 2604/10000
124/124 - 0s - loss: 0.2234 - auc: 0.9604 - val_loss: 0.2330 - val_auc: 0.9594 - 324ms/epoch - 3ms/step
Epoch 2605/10000
124/124 - 0s - loss: 0.2235 - auc: 0.9603 - val_loss: 0.2333 - val_auc: 0.9593 - 378ms/epoch - 3ms/step
Epoch 2606/10000
124/124 - 0s - loss: 0.2234 - auc: 0.9605 - val_loss: 0.2328 - val_auc: 0.9595 - 331ms/epoch - 3ms/step
Epoch 2607/10000
124/124 - 0s - loss: 0.2235 - auc: 0.9604 - val_loss: 0.2327 - val_auc: 0.9595 - 374ms/epoch - 3ms/step
Epoch 2608/10000
124/124 - 0s - loss: 0.2234 - auc: 0.9605 - val_loss: 0.2327 - val_auc: 0.9595 - 353ms/epoch - 3ms/step
Epoch 2609/10000
124/124 - 0s - loss: 0.2234 - auc: 0.9605 - val_loss: 0.2327 - val_auc: 0.9595 - 330ms/epoch - 3ms/step
Epoch 2610/10000
124/124 - 0s - loss: 0.2234 - auc: 0.9604 - val_loss: 0.2328 - val_auc: 0.9595 - 381ms/epoch - 3ms/step
Epoch 2611/10000
124/124 - 0s - loss: 0.2234 - auc: 0.9605 - val_loss: 0.2327 - val_auc: 0.9596 - 337ms/epoch - 3ms/step
Epoch 2612/10000
124/124 - 0s - loss: 0.2234 - auc: 0.9606 - val_loss: 0.2329 - val_auc: 0.9594 - 370ms/epoch - 3ms/step
Epoch 2613/10000
124/124 - 0s - loss: 0.2233 - auc: 0.9605 - val_loss: 0.2327 - val_auc: 0.9595 - 329ms/epoch - 3ms/step
Epoch 2614/10000
124/124 - 0s - loss: 0.2234 - auc: 0.9605 - val_loss: 0.2328 - val_auc: 0.9594 - 426ms/epoch - 3ms/step
Epoch 2615/10000
124/124 - 0s - loss: 0.2233 - auc: 0.9605 - val_loss: 0.2329 - val_auc: 0.9593 - 327ms/epoch - 3ms/step
Epoch 2616/10000
124/124 - 0s - loss: 0.2234 - auc: 0.9602 - val_loss: 0.2327 - val_auc: 0.9595 - 323ms/epoch - 3ms/step
Epoch 2617/10000
124/124 - 0s - loss: 0.2233 - auc: 0.9605 - val_loss: 0.2328 - val_auc: 0.9594 - 379ms/epoch - 3ms/step
Epoch 2618/10000
124/124 - 0s - loss: 0.2233 - auc: 0.9605 - val_loss: 0.2327 - val_auc: 0.9594 - 343ms/epoch - 3ms/step
Epoch 2619/10000
124/124 - 0s - loss: 0.2233 - auc: 0.9605 - val_loss: 0.2326 - val_auc: 0.9596 - 359ms/epoch - 3ms/step
Epoch 2620/10000
124/124 - 0s - loss: 0.2233 - auc: 0.9604 - val_loss: 0.2327 - val_auc: 0.9596 - 355ms/epoch - 3ms/step
Epoch 2621/10000
124/124 - 0s - loss: 0.2232 - auc: 0.9605 - val_loss: 0.2326 - val_auc: 0.9595 - 383ms/epoch - 3ms/step
Epoch 2622/10000
124/124 - 0s - loss: 0.2233 - auc: 0.9605 - val_loss: 0.2326 - val_auc: 0.9596 - 331ms/epoch - 3ms/step
Epoch 2623/10000
124/124 - 0s - loss: 0.2232 - auc: 0.9604 - val_loss: 0.2326 - val_auc: 0.9596 - 378ms/epoch - 3ms/step
Epoch 2624/10000
124/124 - 0s - loss: 0.2232 - auc: 0.9605 - val_loss: 0.2325 - val_auc: 0.9597 - 337ms/epoch - 3ms/step
Epoch 2625/10000
124/124 - 0s - loss: 0.2232 - auc: 0.9606 - val_loss: 0.2326 - val_auc: 0.9597 - 368ms/epoch - 3ms/step
Epoch 2626/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9606 - val_loss: 0.2326 - val_auc: 0.9597 - 381ms/epoch - 3ms/step
Epoch 2627/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9606 - val_loss: 0.2327 - val_auc: 0.9595 - 325ms/epoch - 3ms/step
Epoch 2628/10000
124/124 - 0s - loss: 0.2232 - auc: 0.9606 - val_loss: 0.2326 - val_auc: 0.9596 - 381ms/epoch - 3ms/step
Epoch 2629/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9606 - val_loss: 0.2326 - val_auc: 0.9596 - 326ms/epoch - 3ms/step
Epoch 2630/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9604 - val_loss: 0.2326 - val_auc: 0.9596 - 371ms/epoch - 3ms/step
Epoch 2631/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9605 - val_loss: 0.2327 - val_auc: 0.9595 - 379ms/epoch - 3ms/step
Epoch 2632/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9605 - val_loss: 0.2325 - val_auc: 0.9596 - 334ms/epoch - 3ms/step
Epoch 2633/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9605 - val_loss: 0.2326 - val_auc: 0.9596 - 387ms/epoch - 3ms/step
Epoch 2634/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9606 - val_loss: 0.2328 - val_auc: 0.9596 - 384ms/epoch - 3ms/step
Epoch 2635/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9606 - val_loss: 0.2325 - val_auc: 0.9596 - 385ms/epoch - 3ms/step
Epoch 2636/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9605 - val_loss: 0.2325 - val_auc: 0.9596 - 334ms/epoch - 3ms/step
Epoch 2637/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9604 - val_loss: 0.2325 - val_auc: 0.9596 - 379ms/epoch - 3ms/step
Epoch 2638/10000
124/124 - 0s - loss: 0.2230 - auc: 0.9606 - val_loss: 0.2325 - val_auc: 0.9596 - 387ms/epoch - 3ms/step
Epoch 2639/10000
124/124 - 0s - loss: 0.2230 - auc: 0.9606 - val_loss: 0.2325 - val_auc: 0.9597 - 339ms/epoch - 3ms/step
Epoch 2640/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9606 - val_loss: 0.2326 - val_auc: 0.9595 - 380ms/epoch - 3ms/step
Epoch 2641/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9606 - val_loss: 0.2324 - val_auc: 0.9597 - 387ms/epoch - 3ms/step
Epoch 2642/10000
124/124 - 0s - loss: 0.2230 - auc: 0.9605 - val_loss: 0.2326 - val_auc: 0.9596 - 391ms/epoch - 3ms/step
Epoch 2643/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9605 - val_loss: 0.2324 - val_auc: 0.9596 - 338ms/epoch - 3ms/step
Epoch 2644/10000
124/124 - 0s - loss: 0.2229 - auc: 0.9607 - val_loss: 0.2325 - val_auc: 0.9597 - 376ms/epoch - 3ms/step
Epoch 2645/10000
124/124 - 0s - loss: 0.2229 - auc: 0.9606 - val_loss: 0.2324 - val_auc: 0.9598 - 382ms/epoch - 3ms/step
Epoch 2646/10000
124/124 - 0s - loss: 0.2230 - auc: 0.9606 - val_loss: 0.2323 - val_auc: 0.9596 - 385ms/epoch - 3ms/step
Epoch 2647/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9605 - val_loss: 0.2323 - val_auc: 0.9598 - 330ms/epoch - 3ms/step
Epoch 2648/10000
124/124 - 0s - loss: 0.2231 - auc: 0.9606 - val_loss: 0.2323 - val_auc: 0.9598 - 376ms/epoch - 3ms/step
Epoch 2649/10000
124/124 - 0s - loss: 0.2228 - auc: 0.9608 - val_loss: 0.2324 - val_auc: 0.9596 - 333ms/epoch - 3ms/step
Epoch 2650/10000
124/124 - 0s - loss: 0.2229 - auc: 0.9605 - val_loss: 0.2325 - val_auc: 0.9596 - 373ms/epoch - 3ms/step
Epoch 2651/10000
124/124 - 0s - loss: 0.2230 - auc: 0.9605 - val_loss: 0.2325 - val_auc: 0.9595 - 384ms/epoch - 3ms/step
Epoch 2652/10000
124/124 - 0s - loss: 0.2229 - auc: 0.9606 - val_loss: 0.2323 - val_auc: 0.9597 - 385ms/epoch - 3ms/step
Epoch 2653/10000
124/124 - 0s - loss: 0.2229 - auc: 0.9606 - val_loss: 0.2324 - val_auc: 0.9596 - 338ms/epoch - 3ms/step
Epoch 2654/10000
124/124 - 0s - loss: 0.2228 - auc: 0.9606 - val_loss: 0.2324 - val_auc: 0.9597 - 389ms/epoch - 3ms/step
Epoch 2655/10000
124/124 - 0s - loss: 0.2228 - auc: 0.9608 - val_loss: 0.2324 - val_auc: 0.9597 - 386ms/epoch - 3ms/step
Epoch 2656/10000
124/124 - 0s - loss: 0.2229 - auc: 0.9608 - val_loss: 0.2324 - val_auc: 0.9597 - 377ms/epoch - 3ms/step
Epoch 2657/10000
124/124 - 0s - loss: 0.2228 - auc: 0.9606 - val_loss: 0.2323 - val_auc: 0.9597 - 333ms/epoch - 3ms/step
Epoch 2658/10000
124/124 - 0s - loss: 0.2229 - auc: 0.9606 - val_loss: 0.2323 - val_auc: 0.9598 - 377ms/epoch - 3ms/step
Epoch 2659/10000
124/124 - 0s - loss: 0.2229 - auc: 0.9606 - val_loss: 0.2326 - val_auc: 0.9596 - 325ms/epoch - 3ms/step
Epoch 2660/10000
124/124 - 0s - loss: 0.2228 - auc: 0.9607 - val_loss: 0.2323 - val_auc: 0.9597 - 381ms/epoch - 3ms/step
Epoch 2661/10000
124/124 - 0s - loss: 0.2228 - auc: 0.9607 - val_loss: 0.2322 - val_auc: 0.9598 - 382ms/epoch - 3ms/step
Epoch 2662/10000
124/124 - 0s - loss: 0.2227 - auc: 0.9607 - val_loss: 0.2323 - val_auc: 0.9596 - 335ms/epoch - 3ms/step
Epoch 2663/10000
124/124 - 0s - loss: 0.2227 - auc: 0.9608 - val_loss: 0.2322 - val_auc: 0.9599 - 376ms/epoch - 3ms/step
Epoch 2664/10000
124/124 - 0s - loss: 0.2228 - auc: 0.9607 - val_loss: 0.2322 - val_auc: 0.9597 - 332ms/epoch - 3ms/step
Epoch 2665/10000
124/124 - 0s - loss: 0.2227 - auc: 0.9607 - val_loss: 0.2325 - val_auc: 0.9596 - 373ms/epoch - 3ms/step
Epoch 2666/10000
124/124 - 0s - loss: 0.2227 - auc: 0.9607 - val_loss: 0.2321 - val_auc: 0.9598 - 379ms/epoch - 3ms/step
Epoch 2667/10000
124/124 - 0s - loss: 0.2227 - auc: 0.9607 - val_loss: 0.2321 - val_auc: 0.9600 - 341ms/epoch - 3ms/step
Epoch 2668/10000
124/124 - 0s - loss: 0.2226 - auc: 0.9607 - val_loss: 0.2322 - val_auc: 0.9597 - 373ms/epoch - 3ms/step
Epoch 2669/10000
124/124 - 0s - loss: 0.2227 - auc: 0.9608 - val_loss: 0.2321 - val_auc: 0.9597 - 386ms/epoch - 3ms/step
Epoch 2670/10000
124/124 - 0s - loss: 0.2227 - auc: 0.9608 - val_loss: 0.2322 - val_auc: 0.9597 - 336ms/epoch - 3ms/step
Epoch 2671/10000
124/124 - 0s - loss: 0.2226 - auc: 0.9606 - val_loss: 0.2323 - val_auc: 0.9597 - 372ms/epoch - 3ms/step
Epoch 2672/10000
124/124 - 0s - loss: 0.2227 - auc: 0.9607 - val_loss: 0.2323 - val_auc: 0.9597 - 389ms/epoch - 3ms/step
Epoch 2673/10000
124/124 - 0s - loss: 0.2226 - auc: 0.9608 - val_loss: 0.2323 - val_auc: 0.9598 - 383ms/epoch - 3ms/step
Epoch 2674/10000
124/124 - 0s - loss: 0.2226 - auc: 0.9608 - val_loss: 0.2323 - val_auc: 0.9598 - 339ms/epoch - 3ms/step
Epoch 2675/10000
124/124 - 0s - loss: 0.2226 - auc: 0.9608 - val_loss: 0.2323 - val_auc: 0.9598 - 383ms/epoch - 3ms/step
Epoch 2676/10000
124/124 - 0s - loss: 0.2226 - auc: 0.9607 - val_loss: 0.2322 - val_auc: 0.9596 - 381ms/epoch - 3ms/step
Epoch 2677/10000
124/124 - 0s - loss: 0.2226 - auc: 0.9607 - val_loss: 0.2321 - val_auc: 0.9599 - 330ms/epoch - 3ms/step
Epoch 2678/10000
124/124 - 0s - loss: 0.2225 - auc: 0.9608 - val_loss: 0.2320 - val_auc: 0.9599 - 362ms/epoch - 3ms/step
Epoch 2679/10000
124/124 - 0s - loss: 0.2227 - auc: 0.9606 - val_loss: 0.2322 - val_auc: 0.9598 - 383ms/epoch - 3ms/step
Epoch 2680/10000
124/124 - 0s - loss: 0.2226 - auc: 0.9608 - val_loss: 0.2321 - val_auc: 0.9599 - 339ms/epoch - 3ms/step
Epoch 2681/10000
124/124 - 0s - loss: 0.2225 - auc: 0.9609 - val_loss: 0.2320 - val_auc: 0.9599 - 396ms/epoch - 3ms/step
Epoch 2682/10000
124/124 - 0s - loss: 0.2226 - auc: 0.9607 - val_loss: 0.2321 - val_auc: 0.9598 - 405ms/epoch - 3ms/step
Epoch 2683/10000
124/124 - 0s - loss: 0.2225 - auc: 0.9607 - val_loss: 0.2319 - val_auc: 0.9599 - 387ms/epoch - 3ms/step
Epoch 2684/10000
124/124 - 0s - loss: 0.2224 - auc: 0.9608 - val_loss: 0.2320 - val_auc: 0.9599 - 380ms/epoch - 3ms/step
Epoch 2685/10000
124/124 - 0s - loss: 0.2225 - auc: 0.9610 - val_loss: 0.2320 - val_auc: 0.9600 - 383ms/epoch - 3ms/step
Epoch 2686/10000
124/124 - 0s - loss: 0.2225 - auc: 0.9608 - val_loss: 0.2321 - val_auc: 0.9599 - 346ms/epoch - 3ms/step
Epoch 2687/10000
124/124 - 0s - loss: 0.2225 - auc: 0.9609 - val_loss: 0.2320 - val_auc: 0.9598 - 381ms/epoch - 3ms/step
Epoch 2688/10000
124/124 - 0s - loss: 0.2225 - auc: 0.9609 - val_loss: 0.2321 - val_auc: 0.9597 - 390ms/epoch - 3ms/step
Epoch 2689/10000
124/124 - 0s - loss: 0.2225 - auc: 0.9608 - val_loss: 0.2319 - val_auc: 0.9599 - 385ms/epoch - 3ms/step
Epoch 2690/10000
124/124 - 0s - loss: 0.2225 - auc: 0.9609 - val_loss: 0.2320 - val_auc: 0.9598 - 387ms/epoch - 3ms/step
Epoch 2691/10000
124/124 - 0s - loss: 0.2225 - auc: 0.9608 - val_loss: 0.2320 - val_auc: 0.9599 - 344ms/epoch - 3ms/step
Epoch 2692/10000
124/124 - 0s - loss: 0.2224 - auc: 0.9609 - val_loss: 0.2321 - val_auc: 0.9599 - 381ms/epoch - 3ms/step
Epoch 2693/10000
124/124 - 0s - loss: 0.2224 - auc: 0.9611 - val_loss: 0.2319 - val_auc: 0.9599 - 388ms/epoch - 3ms/step
Epoch 2694/10000
124/124 - 0s - loss: 0.2224 - auc: 0.9609 - val_loss: 0.2319 - val_auc: 0.9599 - 402ms/epoch - 3ms/step
Epoch 2695/10000
124/124 - 0s - loss: 0.2224 - auc: 0.9608 - val_loss: 0.2319 - val_auc: 0.9599 - 382ms/epoch - 3ms/step
Epoch 2696/10000
124/124 - 0s - loss: 0.2223 - auc: 0.9608 - val_loss: 0.2319 - val_auc: 0.9599 - 390ms/epoch - 3ms/step
Epoch 2697/10000
124/124 - 0s - loss: 0.2225 - auc: 0.9607 - val_loss: 0.2319 - val_auc: 0.9599 - 343ms/epoch - 3ms/step
Epoch 2698/10000
124/124 - 0s - loss: 0.2224 - auc: 0.9608 - val_loss: 0.2319 - val_auc: 0.9599 - 375ms/epoch - 3ms/step
Epoch 2699/10000
124/124 - 0s - loss: 0.2223 - auc: 0.9609 - val_loss: 0.2319 - val_auc: 0.9599 - 396ms/epoch - 3ms/step
Epoch 2700/10000
124/124 - 0s - loss: 0.2224 - auc: 0.9609 - val_loss: 0.2318 - val_auc: 0.9600 - 375ms/epoch - 3ms/step
Epoch 2701/10000
124/124 - 0s - loss: 0.2223 - auc: 0.9609 - val_loss: 0.2320 - val_auc: 0.9599 - 329ms/epoch - 3ms/step
Epoch 2702/10000
124/124 - 0s - loss: 0.2224 - auc: 0.9608 - val_loss: 0.2319 - val_auc: 0.9599 - 379ms/epoch - 3ms/step
Epoch 2703/10000
124/124 - 0s - loss: 0.2223 - auc: 0.9609 - val_loss: 0.2319 - val_auc: 0.9599 - 408ms/epoch - 3ms/step
Epoch 2704/10000
124/124 - 0s - loss: 0.2224 - auc: 0.9608 - val_loss: 0.2322 - val_auc: 0.9597 - 387ms/epoch - 3ms/step
Epoch 2705/10000
124/124 - 1s - loss: 0.2223 - auc: 0.9609 - val_loss: 0.2319 - val_auc: 0.9598 - 526ms/epoch - 4ms/step
Epoch 2706/10000
124/124 - 0s - loss: 0.2224 - auc: 0.9609 - val_loss: 0.2319 - val_auc: 0.9598 - 473ms/epoch - 4ms/step
Epoch 2707/10000
124/124 - 0s - loss: 0.2222 - auc: 0.9608 - val_loss: 0.2318 - val_auc: 0.9600 - 381ms/epoch - 3ms/step
Epoch 2708/10000
124/124 - 0s - loss: 0.2222 - auc: 0.9610 - val_loss: 0.2319 - val_auc: 0.9599 - 334ms/epoch - 3ms/step
Epoch 2709/10000
124/124 - 0s - loss: 0.2222 - auc: 0.9609 - val_loss: 0.2319 - val_auc: 0.9600 - 382ms/epoch - 3ms/step
Epoch 2710/10000
124/124 - 0s - loss: 0.2222 - auc: 0.9609 - val_loss: 0.2317 - val_auc: 0.9600 - 387ms/epoch - 3ms/step
Epoch 2711/10000
124/124 - 0s - loss: 0.2222 - auc: 0.9610 - val_loss: 0.2319 - val_auc: 0.9599 - 331ms/epoch - 3ms/step
Epoch 2712/10000
124/124 - 0s - loss: 0.2221 - auc: 0.9610 - val_loss: 0.2319 - val_auc: 0.9599 - 370ms/epoch - 3ms/step
Epoch 2713/10000
124/124 - 0s - loss: 0.2222 - auc: 0.9610 - val_loss: 0.2318 - val_auc: 0.9599 - 376ms/epoch - 3ms/step
Epoch 2714/10000
124/124 - 0s - loss: 0.2221 - auc: 0.9611 - val_loss: 0.2318 - val_auc: 0.9600 - 325ms/epoch - 3ms/step
Epoch 2715/10000
124/124 - 0s - loss: 0.2221 - auc: 0.9609 - val_loss: 0.2318 - val_auc: 0.9600 - 376ms/epoch - 3ms/step
Epoch 2716/10000
124/124 - 0s - loss: 0.2222 - auc: 0.9608 - val_loss: 0.2321 - val_auc: 0.9599 - 328ms/epoch - 3ms/step
Epoch 2717/10000
124/124 - 0s - loss: 0.2221 - auc: 0.9610 - val_loss: 0.2317 - val_auc: 0.9600 - 374ms/epoch - 3ms/step
Epoch 2718/10000
124/124 - 0s - loss: 0.2221 - auc: 0.9610 - val_loss: 0.2317 - val_auc: 0.9600 - 332ms/epoch - 3ms/step
Epoch 2719/10000
124/124 - 0s - loss: 0.2220 - auc: 0.9611 - val_loss: 0.2318 - val_auc: 0.9601 - 371ms/epoch - 3ms/step
Epoch 2720/10000
124/124 - 0s - loss: 0.2222 - auc: 0.9610 - val_loss: 0.2317 - val_auc: 0.9600 - 333ms/epoch - 3ms/step
Epoch 2721/10000
124/124 - 0s - loss: 0.2221 - auc: 0.9609 - val_loss: 0.2316 - val_auc: 0.9600 - 365ms/epoch - 3ms/step
Epoch 2722/10000
124/124 - 0s - loss: 0.2222 - auc: 0.9608 - val_loss: 0.2319 - val_auc: 0.9600 - 376ms/epoch - 3ms/step
Epoch 2723/10000
124/124 - 0s - loss: 0.2220 - auc: 0.9610 - val_loss: 0.2317 - val_auc: 0.9600 - 325ms/epoch - 3ms/step
Epoch 2724/10000
124/124 - 0s - loss: 0.2221 - auc: 0.9609 - val_loss: 0.2317 - val_auc: 0.9599 - 374ms/epoch - 3ms/step
Epoch 2725/10000
124/124 - 0s - loss: 0.2221 - auc: 0.9610 - val_loss: 0.2318 - val_auc: 0.9599 - 331ms/epoch - 3ms/step
Epoch 2726/10000
124/124 - 0s - loss: 0.2220 - auc: 0.9610 - val_loss: 0.2317 - val_auc: 0.9601 - 390ms/epoch - 3ms/step
Epoch 2727/10000
124/124 - 0s - loss: 0.2221 - auc: 0.9608 - val_loss: 0.2316 - val_auc: 0.9600 - 374ms/epoch - 3ms/step
Epoch 2728/10000
124/124 - 0s - loss: 0.2220 - auc: 0.9609 - val_loss: 0.2316 - val_auc: 0.9601 - 327ms/epoch - 3ms/step
Epoch 2729/10000
124/124 - 0s - loss: 0.2220 - auc: 0.9610 - val_loss: 0.2316 - val_auc: 0.9602 - 370ms/epoch - 3ms/step
Epoch 2730/10000
124/124 - 0s - loss: 0.2220 - auc: 0.9610 - val_loss: 0.2315 - val_auc: 0.9601 - 336ms/epoch - 3ms/step
Epoch 2731/10000
124/124 - 0s - loss: 0.2220 - auc: 0.9611 - val_loss: 0.2316 - val_auc: 0.9600 - 369ms/epoch - 3ms/step
Epoch 2732/10000
124/124 - 0s - loss: 0.2219 - auc: 0.9610 - val_loss: 0.2317 - val_auc: 0.9600 - 333ms/epoch - 3ms/step
Epoch 2733/10000
124/124 - 0s - loss: 0.2220 - auc: 0.9609 - val_loss: 0.2315 - val_auc: 0.9600 - 369ms/epoch - 3ms/step
Epoch 2734/10000
124/124 - 0s - loss: 0.2219 - auc: 0.9610 - val_loss: 0.2315 - val_auc: 0.9601 - 380ms/epoch - 3ms/step
Epoch 2735/10000
124/124 - 0s - loss: 0.2218 - auc: 0.9612 - val_loss: 0.2316 - val_auc: 0.9602 - 331ms/epoch - 3ms/step
Epoch 2736/10000
124/124 - 0s - loss: 0.2219 - auc: 0.9612 - val_loss: 0.2316 - val_auc: 0.9601 - 376ms/epoch - 3ms/step
Epoch 2737/10000
124/124 - 0s - loss: 0.2219 - auc: 0.9610 - val_loss: 0.2315 - val_auc: 0.9601 - 377ms/epoch - 3ms/step
Epoch 2738/10000
124/124 - 0s - loss: 0.2219 - auc: 0.9611 - val_loss: 0.2315 - val_auc: 0.9601 - 343ms/epoch - 3ms/step
Epoch 2739/10000
124/124 - 0s - loss: 0.2219 - auc: 0.9611 - val_loss: 0.2315 - val_auc: 0.9601 - 370ms/epoch - 3ms/step
Epoch 2740/10000
124/124 - 0s - loss: 0.2219 - auc: 0.9609 - val_loss: 0.2314 - val_auc: 0.9602 - 333ms/epoch - 3ms/step
Epoch 2741/10000
124/124 - 0s - loss: 0.2218 - auc: 0.9610 - val_loss: 0.2316 - val_auc: 0.9600 - 369ms/epoch - 3ms/step
Epoch 2742/10000
124/124 - 0s - loss: 0.2218 - auc: 0.9611 - val_loss: 0.2315 - val_auc: 0.9601 - 377ms/epoch - 3ms/step
Epoch 2743/10000
124/124 - 0s - loss: 0.2217 - auc: 0.9611 - val_loss: 0.2317 - val_auc: 0.9601 - 329ms/epoch - 3ms/step
Epoch 2744/10000
124/124 - 0s - loss: 0.2218 - auc: 0.9611 - val_loss: 0.2317 - val_auc: 0.9600 - 380ms/epoch - 3ms/step
Epoch 2745/10000
124/124 - 0s - loss: 0.2219 - auc: 0.9610 - val_loss: 0.2314 - val_auc: 0.9601 - 390ms/epoch - 3ms/step
Epoch 2746/10000
124/124 - 0s - loss: 0.2218 - auc: 0.9610 - val_loss: 0.2316 - val_auc: 0.9600 - 386ms/epoch - 3ms/step
Epoch 2747/10000
124/124 - 0s - loss: 0.2218 - auc: 0.9611 - val_loss: 0.2315 - val_auc: 0.9602 - 349ms/epoch - 3ms/step
Epoch 2748/10000
124/124 - 0s - loss: 0.2218 - auc: 0.9611 - val_loss: 0.2315 - val_auc: 0.9601 - 384ms/epoch - 3ms/step
Epoch 2749/10000
124/124 - 0s - loss: 0.2219 - auc: 0.9612 - val_loss: 0.2314 - val_auc: 0.9602 - 397ms/epoch - 3ms/step
Epoch 2750/10000
124/124 - 0s - loss: 0.2217 - auc: 0.9612 - val_loss: 0.2316 - val_auc: 0.9602 - 389ms/epoch - 3ms/step
Epoch 2751/10000
124/124 - 0s - loss: 0.2218 - auc: 0.9610 - val_loss: 0.2316 - val_auc: 0.9601 - 388ms/epoch - 3ms/step
Epoch 2752/10000
124/124 - 0s - loss: 0.2217 - auc: 0.9610 - val_loss: 0.2315 - val_auc: 0.9601 - 388ms/epoch - 3ms/step
Epoch 2753/10000
124/124 - 0s - loss: 0.2217 - auc: 0.9611 - val_loss: 0.2314 - val_auc: 0.9602 - 408ms/epoch - 3ms/step
Epoch 2754/10000
124/124 - 0s - loss: 0.2218 - auc: 0.9609 - val_loss: 0.2314 - val_auc: 0.9601 - 390ms/epoch - 3ms/step
Epoch 2755/10000
124/124 - 0s - loss: 0.2217 - auc: 0.9610 - val_loss: 0.2313 - val_auc: 0.9601 - 391ms/epoch - 3ms/step
Epoch 2756/10000
124/124 - 0s - loss: 0.2216 - auc: 0.9613 - val_loss: 0.2314 - val_auc: 0.9602 - 343ms/epoch - 3ms/step
Epoch 2757/10000
124/124 - 0s - loss: 0.2216 - auc: 0.9610 - val_loss: 0.2315 - val_auc: 0.9602 - 377ms/epoch - 3ms/step
Epoch 2758/10000
124/124 - 0s - loss: 0.2217 - auc: 0.9612 - val_loss: 0.2314 - val_auc: 0.9603 - 389ms/epoch - 3ms/step
Epoch 2759/10000
124/124 - 0s - loss: 0.2217 - auc: 0.9611 - val_loss: 0.2315 - val_auc: 0.9603 - 395ms/epoch - 3ms/step
Epoch 2760/10000
124/124 - 0s - loss: 0.2216 - auc: 0.9612 - val_loss: 0.2313 - val_auc: 0.9602 - 383ms/epoch - 3ms/step
Epoch 2761/10000
124/124 - 0s - loss: 0.2216 - auc: 0.9611 - val_loss: 0.2312 - val_auc: 0.9603 - 329ms/epoch - 3ms/step
Epoch 2762/10000
124/124 - 0s - loss: 0.2217 - auc: 0.9613 - val_loss: 0.2312 - val_auc: 0.9603 - 387ms/epoch - 3ms/step
Epoch 2763/10000
124/124 - 0s - loss: 0.2215 - auc: 0.9613 - val_loss: 0.2314 - val_auc: 0.9602 - 375ms/epoch - 3ms/step
Epoch 2764/10000
124/124 - 0s - loss: 0.2215 - auc: 0.9612 - val_loss: 0.2313 - val_auc: 0.9602 - 321ms/epoch - 3ms/step
Epoch 2765/10000
124/124 - 0s - loss: 0.2217 - auc: 0.9611 - val_loss: 0.2313 - val_auc: 0.9603 - 375ms/epoch - 3ms/step
Epoch 2766/10000
124/124 - 0s - loss: 0.2216 - auc: 0.9612 - val_loss: 0.2313 - val_auc: 0.9602 - 327ms/epoch - 3ms/step
Epoch 2767/10000
124/124 - 0s - loss: 0.2215 - auc: 0.9611 - val_loss: 0.2312 - val_auc: 0.9603 - 376ms/epoch - 3ms/step
Epoch 2768/10000
124/124 - 0s - loss: 0.2215 - auc: 0.9612 - val_loss: 0.2312 - val_auc: 0.9602 - 326ms/epoch - 3ms/step
Epoch 2769/10000
124/124 - 0s - loss: 0.2216 - auc: 0.9611 - val_loss: 0.2312 - val_auc: 0.9602 - 374ms/epoch - 3ms/step
Epoch 2770/10000
124/124 - 0s - loss: 0.2216 - auc: 0.9612 - val_loss: 0.2312 - val_auc: 0.9603 - 332ms/epoch - 3ms/step
Epoch 2771/10000
124/124 - 0s - loss: 0.2217 - auc: 0.9610 - val_loss: 0.2312 - val_auc: 0.9602 - 371ms/epoch - 3ms/step
Epoch 2772/10000
124/124 - 0s - loss: 0.2215 - auc: 0.9613 - val_loss: 0.2311 - val_auc: 0.9603 - 327ms/epoch - 3ms/step
Epoch 2773/10000
124/124 - 0s - loss: 0.2214 - auc: 0.9613 - val_loss: 0.2313 - val_auc: 0.9602 - 365ms/epoch - 3ms/step
Epoch 2774/10000
124/124 - 0s - loss: 0.2215 - auc: 0.9613 - val_loss: 0.2313 - val_auc: 0.9603 - 333ms/epoch - 3ms/step
Epoch 2775/10000
124/124 - 0s - loss: 0.2214 - auc: 0.9611 - val_loss: 0.2312 - val_auc: 0.9603 - 341ms/epoch - 3ms/step
Epoch 2776/10000
124/124 - 0s - loss: 0.2214 - auc: 0.9613 - val_loss: 0.2312 - val_auc: 0.9604 - 382ms/epoch - 3ms/step
Epoch 2777/10000
124/124 - 0s - loss: 0.2214 - auc: 0.9612 - val_loss: 0.2312 - val_auc: 0.9602 - 376ms/epoch - 3ms/step
Epoch 2778/10000
124/124 - 0s - loss: 0.2215 - auc: 0.9613 - val_loss: 0.2313 - val_auc: 0.9602 - 328ms/epoch - 3ms/step
Epoch 2779/10000
124/124 - 0s - loss: 0.2214 - auc: 0.9613 - val_loss: 0.2313 - val_auc: 0.9603 - 378ms/epoch - 3ms/step
Epoch 2780/10000
124/124 - 0s - loss: 0.2215 - auc: 0.9611 - val_loss: 0.2312 - val_auc: 0.9603 - 392ms/epoch - 3ms/step
Epoch 2781/10000
124/124 - 0s - loss: 0.2214 - auc: 0.9612 - val_loss: 0.2311 - val_auc: 0.9603 - 341ms/epoch - 3ms/step
Epoch 2782/10000
124/124 - 0s - loss: 0.2214 - auc: 0.9612 - val_loss: 0.2311 - val_auc: 0.9604 - 364ms/epoch - 3ms/step
Epoch 2783/10000
124/124 - 0s - loss: 0.2214 - auc: 0.9611 - val_loss: 0.2310 - val_auc: 0.9604 - 331ms/epoch - 3ms/step
Epoch 2784/10000
124/124 - 0s - loss: 0.2214 - auc: 0.9611 - val_loss: 0.2311 - val_auc: 0.9603 - 368ms/epoch - 3ms/step
Epoch 2785/10000
124/124 - 0s - loss: 0.2213 - auc: 0.9613 - val_loss: 0.2311 - val_auc: 0.9604 - 328ms/epoch - 3ms/step
Epoch 2786/10000
124/124 - 0s - loss: 0.2213 - auc: 0.9614 - val_loss: 0.2312 - val_auc: 0.9603 - 368ms/epoch - 3ms/step
Epoch 2787/10000
124/124 - 0s - loss: 0.2213 - auc: 0.9613 - val_loss: 0.2311 - val_auc: 0.9604 - 378ms/epoch - 3ms/step
Epoch 2788/10000
124/124 - 0s - loss: 0.2213 - auc: 0.9614 - val_loss: 0.2311 - val_auc: 0.9604 - 324ms/epoch - 3ms/step
Epoch 2789/10000
124/124 - 0s - loss: 0.2213 - auc: 0.9612 - val_loss: 0.2310 - val_auc: 0.9603 - 378ms/epoch - 3ms/step
Epoch 2790/10000
124/124 - 0s - loss: 0.2213 - auc: 0.9612 - val_loss: 0.2314 - val_auc: 0.9604 - 335ms/epoch - 3ms/step
Epoch 2791/10000
124/124 - 0s - loss: 0.2214 - auc: 0.9611 - val_loss: 0.2311 - val_auc: 0.9605 - 368ms/epoch - 3ms/step
Epoch 2792/10000
124/124 - 0s - loss: 0.2213 - auc: 0.9612 - val_loss: 0.2310 - val_auc: 0.9604 - 323ms/epoch - 3ms/step
Epoch 2793/10000
124/124 - 0s - loss: 0.2213 - auc: 0.9613 - val_loss: 0.2310 - val_auc: 0.9604 - 366ms/epoch - 3ms/step
Epoch 2794/10000
124/124 - 0s - loss: 0.2213 - auc: 0.9613 - val_loss: 0.2312 - val_auc: 0.9604 - 332ms/epoch - 3ms/step
Epoch 2795/10000
124/124 - 0s - loss: 0.2212 - auc: 0.9614 - val_loss: 0.2311 - val_auc: 0.9604 - 376ms/epoch - 3ms/step
Epoch 2796/10000
124/124 - 0s - loss: 0.2212 - auc: 0.9614 - val_loss: 0.2310 - val_auc: 0.9605 - 374ms/epoch - 3ms/step
Epoch 2797/10000
124/124 - 0s - loss: 0.2212 - auc: 0.9612 - val_loss: 0.2310 - val_auc: 0.9604 - 332ms/epoch - 3ms/step
Epoch 2798/10000
124/124 - 0s - loss: 0.2213 - auc: 0.9613 - val_loss: 0.2311 - val_auc: 0.9604 - 390ms/epoch - 3ms/step
Epoch 2799/10000
124/124 - 0s - loss: 0.2212 - auc: 0.9614 - val_loss: 0.2310 - val_auc: 0.9603 - 389ms/epoch - 3ms/step
Epoch 2800/10000
124/124 - 0s - loss: 0.2212 - auc: 0.9613 - val_loss: 0.2311 - val_auc: 0.9603 - 386ms/epoch - 3ms/step
Epoch 2801/10000
124/124 - 0s - loss: 0.2213 - auc: 0.9612 - val_loss: 0.2309 - val_auc: 0.9604 - 341ms/epoch - 3ms/step
Epoch 2802/10000
124/124 - 0s - loss: 0.2212 - auc: 0.9613 - val_loss: 0.2309 - val_auc: 0.9605 - 379ms/epoch - 3ms/step
Epoch 2803/10000
124/124 - 0s - loss: 0.2212 - auc: 0.9614 - val_loss: 0.2310 - val_auc: 0.9604 - 386ms/epoch - 3ms/step
Epoch 2804/10000
124/124 - 0s - loss: 0.2211 - auc: 0.9614 - val_loss: 0.2313 - val_auc: 0.9602 - 388ms/epoch - 3ms/step
Epoch 2805/10000
124/124 - 0s - loss: 0.2211 - auc: 0.9614 - val_loss: 0.2310 - val_auc: 0.9605 - 343ms/epoch - 3ms/step
Epoch 2806/10000
124/124 - 0s - loss: 0.2211 - auc: 0.9614 - val_loss: 0.2311 - val_auc: 0.9603 - 359ms/epoch - 3ms/step
Epoch 2807/10000
124/124 - 0s - loss: 0.2211 - auc: 0.9615 - val_loss: 0.2310 - val_auc: 0.9604 - 327ms/epoch - 3ms/step
Epoch 2808/10000
124/124 - 0s - loss: 0.2210 - auc: 0.9614 - val_loss: 0.2308 - val_auc: 0.9604 - 384ms/epoch - 3ms/step
Epoch 2809/10000
124/124 - 0s - loss: 0.2212 - auc: 0.9613 - val_loss: 0.2309 - val_auc: 0.9605 - 374ms/epoch - 3ms/step
Epoch 2810/10000
124/124 - 0s - loss: 0.2211 - auc: 0.9613 - val_loss: 0.2311 - val_auc: 0.9603 - 322ms/epoch - 3ms/step
Epoch 2811/10000
124/124 - 0s - loss: 0.2210 - auc: 0.9615 - val_loss: 0.2309 - val_auc: 0.9606 - 378ms/epoch - 3ms/step
Epoch 2812/10000
124/124 - 0s - loss: 0.2210 - auc: 0.9615 - val_loss: 0.2309 - val_auc: 0.9604 - 339ms/epoch - 3ms/step
Epoch 2813/10000
124/124 - 0s - loss: 0.2210 - auc: 0.9616 - val_loss: 0.2313 - val_auc: 0.9605 - 330ms/epoch - 3ms/step
Epoch 2814/10000
124/124 - 0s - loss: 0.2211 - auc: 0.9613 - val_loss: 0.2310 - val_auc: 0.9604 - 370ms/epoch - 3ms/step
Epoch 2815/10000
124/124 - 0s - loss: 0.2209 - auc: 0.9615 - val_loss: 0.2308 - val_auc: 0.9605 - 324ms/epoch - 3ms/step
Epoch 2816/10000
124/124 - 0s - loss: 0.2211 - auc: 0.9615 - val_loss: 0.2309 - val_auc: 0.9606 - 380ms/epoch - 3ms/step
Epoch 2817/10000
124/124 - 0s - loss: 0.2209 - auc: 0.9614 - val_loss: 0.2308 - val_auc: 0.9604 - 332ms/epoch - 3ms/step
Epoch 2818/10000
124/124 - 0s - loss: 0.2211 - auc: 0.9614 - val_loss: 0.2308 - val_auc: 0.9604 - 370ms/epoch - 3ms/step
Epoch 2819/10000
124/124 - 0s - loss: 0.2210 - auc: 0.9613 - val_loss: 0.2308 - val_auc: 0.9605 - 339ms/epoch - 3ms/step
Epoch 2820/10000
124/124 - 0s - loss: 0.2209 - auc: 0.9615 - val_loss: 0.2310 - val_auc: 0.9605 - 372ms/epoch - 3ms/step
Epoch 2821/10000
124/124 - 0s - loss: 0.2209 - auc: 0.9613 - val_loss: 0.2307 - val_auc: 0.9605 - 382ms/epoch - 3ms/step
Epoch 2822/10000
124/124 - 0s - loss: 0.2209 - auc: 0.9615 - val_loss: 0.2308 - val_auc: 0.9605 - 336ms/epoch - 3ms/step
Epoch 2823/10000
124/124 - 0s - loss: 0.2209 - auc: 0.9614 - val_loss: 0.2309 - val_auc: 0.9607 - 379ms/epoch - 3ms/step
Epoch 2824/10000
124/124 - 0s - loss: 0.2209 - auc: 0.9614 - val_loss: 0.2307 - val_auc: 0.9606 - 378ms/epoch - 3ms/step
Epoch 2825/10000
124/124 - 0s - loss: 0.2209 - auc: 0.9614 - val_loss: 0.2307 - val_auc: 0.9606 - 333ms/epoch - 3ms/step
Epoch 2826/10000
124/124 - 0s - loss: 0.2209 - auc: 0.9614 - val_loss: 0.2307 - val_auc: 0.9605 - 363ms/epoch - 3ms/step
Epoch 2827/10000
124/124 - 0s - loss: 0.2209 - auc: 0.9615 - val_loss: 0.2307 - val_auc: 0.9605 - 328ms/epoch - 3ms/step
Epoch 2828/10000
124/124 - 0s - loss: 0.2208 - auc: 0.9615 - val_loss: 0.2309 - val_auc: 0.9604 - 361ms/epoch - 3ms/step
Epoch 2829/10000
124/124 - 0s - loss: 0.2208 - auc: 0.9615 - val_loss: 0.2307 - val_auc: 0.9605 - 323ms/epoch - 3ms/step
Epoch 2830/10000
124/124 - 0s - loss: 0.2209 - auc: 0.9613 - val_loss: 0.2307 - val_auc: 0.9604 - 376ms/epoch - 3ms/step
Epoch 2831/10000
124/124 - 0s - loss: 0.2208 - auc: 0.9615 - val_loss: 0.2307 - val_auc: 0.9607 - 335ms/epoch - 3ms/step
Epoch 2832/10000
124/124 - 0s - loss: 0.2209 - auc: 0.9614 - val_loss: 0.2307 - val_auc: 0.9605 - 372ms/epoch - 3ms/step
Epoch 2833/10000
124/124 - 0s - loss: 0.2208 - auc: 0.9616 - val_loss: 0.2307 - val_auc: 0.9605 - 376ms/epoch - 3ms/step
Epoch 2834/10000
124/124 - 0s - loss: 0.2208 - auc: 0.9616 - val_loss: 0.2307 - val_auc: 0.9606 - 331ms/epoch - 3ms/step
Epoch 2835/10000
124/124 - 0s - loss: 0.2208 - auc: 0.9615 - val_loss: 0.2307 - val_auc: 0.9605 - 384ms/epoch - 3ms/step
Epoch 2836/10000
124/124 - 0s - loss: 0.2207 - auc: 0.9616 - val_loss: 0.2306 - val_auc: 0.9607 - 389ms/epoch - 3ms/step
Epoch 2837/10000
124/124 - 0s - loss: 0.2208 - auc: 0.9615 - val_loss: 0.2306 - val_auc: 0.9607 - 336ms/epoch - 3ms/step
Epoch 2838/10000
124/124 - 0s - loss: 0.2208 - auc: 0.9615 - val_loss: 0.2307 - val_auc: 0.9606 - 367ms/epoch - 3ms/step
Epoch 2839/10000
124/124 - 0s - loss: 0.2208 - auc: 0.9615 - val_loss: 0.2305 - val_auc: 0.9605 - 328ms/epoch - 3ms/step
Epoch 2840/10000
124/124 - 0s - loss: 0.2207 - auc: 0.9616 - val_loss: 0.2306 - val_auc: 0.9606 - 363ms/epoch - 3ms/step
Epoch 2841/10000
124/124 - 0s - loss: 0.2208 - auc: 0.9615 - val_loss: 0.2305 - val_auc: 0.9606 - 336ms/epoch - 3ms/step
Epoch 2842/10000
124/124 - 0s - loss: 0.2207 - auc: 0.9616 - val_loss: 0.2308 - val_auc: 0.9607 - 375ms/epoch - 3ms/step
Epoch 2843/10000
124/124 - 0s - loss: 0.2207 - auc: 0.9614 - val_loss: 0.2307 - val_auc: 0.9605 - 383ms/epoch - 3ms/step
Epoch 2844/10000
124/124 - 0s - loss: 0.2206 - auc: 0.9616 - val_loss: 0.2305 - val_auc: 0.9606 - 336ms/epoch - 3ms/step
Epoch 2845/10000
124/124 - 0s - loss: 0.2207 - auc: 0.9616 - val_loss: 0.2307 - val_auc: 0.9606 - 376ms/epoch - 3ms/step
Epoch 2846/10000
124/124 - 0s - loss: 0.2207 - auc: 0.9616 - val_loss: 0.2305 - val_auc: 0.9606 - 382ms/epoch - 3ms/step
Epoch 2847/10000
124/124 - 0s - loss: 0.2207 - auc: 0.9615 - val_loss: 0.2308 - val_auc: 0.9605 - 334ms/epoch - 3ms/step
Epoch 2848/10000
124/124 - 0s - loss: 0.2207 - auc: 0.9616 - val_loss: 0.2306 - val_auc: 0.9605 - 366ms/epoch - 3ms/step
Epoch 2849/10000
124/124 - 0s - loss: 0.2207 - auc: 0.9615 - val_loss: 0.2305 - val_auc: 0.9606 - 331ms/epoch - 3ms/step
Epoch 2850/10000
124/124 - 0s - loss: 0.2206 - auc: 0.9616 - val_loss: 0.2305 - val_auc: 0.9607 - 375ms/epoch - 3ms/step
Epoch 2851/10000
124/124 - 0s - loss: 0.2207 - auc: 0.9615 - val_loss: 0.2305 - val_auc: 0.9605 - 388ms/epoch - 3ms/step
Epoch 2852/10000
124/124 - 0s - loss: 0.2206 - auc: 0.9615 - val_loss: 0.2306 - val_auc: 0.9607 - 385ms/epoch - 3ms/step
Epoch 2853/10000
124/124 - 0s - loss: 0.2206 - auc: 0.9617 - val_loss: 0.2305 - val_auc: 0.9606 - 340ms/epoch - 3ms/step
Epoch 2854/10000
124/124 - 0s - loss: 0.2207 - auc: 0.9616 - val_loss: 0.2305 - val_auc: 0.9606 - 371ms/epoch - 3ms/step
Epoch 2855/10000
124/124 - 0s - loss: 0.2209 - auc: 0.9614 - val_loss: 0.2305 - val_auc: 0.9608 - 377ms/epoch - 3ms/step
Epoch 2856/10000
124/124 - 0s - loss: 0.2206 - auc: 0.9615 - val_loss: 0.2306 - val_auc: 0.9607 - 327ms/epoch - 3ms/step
Epoch 2857/10000
124/124 - 0s - loss: 0.2205 - auc: 0.9617 - val_loss: 0.2306 - val_auc: 0.9606 - 374ms/epoch - 3ms/step
Epoch 2858/10000
124/124 - 0s - loss: 0.2206 - auc: 0.9615 - val_loss: 0.2304 - val_auc: 0.9606 - 342ms/epoch - 3ms/step
Epoch 2859/10000
124/124 - 0s - loss: 0.2205 - auc: 0.9617 - val_loss: 0.2306 - val_auc: 0.9607 - 381ms/epoch - 3ms/step
Epoch 2860/10000
124/124 - 0s - loss: 0.2205 - auc: 0.9616 - val_loss: 0.2306 - val_auc: 0.9607 - 375ms/epoch - 3ms/step
Epoch 2861/10000
124/124 - 0s - loss: 0.2206 - auc: 0.9616 - val_loss: 0.2305 - val_auc: 0.9607 - 334ms/epoch - 3ms/step
Epoch 2862/10000
124/124 - 0s - loss: 0.2204 - auc: 0.9615 - val_loss: 0.2304 - val_auc: 0.9606 - 366ms/epoch - 3ms/step
Epoch 2863/10000
124/124 - 0s - loss: 0.2205 - auc: 0.9618 - val_loss: 0.2305 - val_auc: 0.9607 - 380ms/epoch - 3ms/step
Epoch 2864/10000
124/124 - 0s - loss: 0.2205 - auc: 0.9617 - val_loss: 0.2304 - val_auc: 0.9608 - 343ms/epoch - 3ms/step
Epoch 2865/10000
124/124 - 0s - loss: 0.2205 - auc: 0.9617 - val_loss: 0.2305 - val_auc: 0.9607 - 375ms/epoch - 3ms/step
Epoch 2866/10000
124/124 - 0s - loss: 0.2204 - auc: 0.9617 - val_loss: 0.2305 - val_auc: 0.9607 - 375ms/epoch - 3ms/step
Epoch 2867/10000
124/124 - 0s - loss: 0.2206 - auc: 0.9616 - val_loss: 0.2303 - val_auc: 0.9608 - 325ms/epoch - 3ms/step
Epoch 2868/10000
124/124 - 0s - loss: 0.2205 - auc: 0.9617 - val_loss: 0.2303 - val_auc: 0.9607 - 324ms/epoch - 3ms/step
Epoch 2869/10000
124/124 - 0s - loss: 0.2205 - auc: 0.9616 - val_loss: 0.2303 - val_auc: 0.9608 - 371ms/epoch - 3ms/step
Epoch 2870/10000
124/124 - 0s - loss: 0.2204 - auc: 0.9617 - val_loss: 0.2303 - val_auc: 0.9608 - 379ms/epoch - 3ms/step
Epoch 2871/10000
124/124 - 0s - loss: 0.2203 - auc: 0.9618 - val_loss: 0.2304 - val_auc: 0.9607 - 353ms/epoch - 3ms/step
Epoch 2872/10000
124/124 - 0s - loss: 0.2204 - auc: 0.9617 - val_loss: 0.2304 - val_auc: 0.9607 - 418ms/epoch - 3ms/step
Epoch 2873/10000
124/124 - 0s - loss: 0.2204 - auc: 0.9617 - val_loss: 0.2304 - val_auc: 0.9610 - 362ms/epoch - 3ms/step
Epoch 2874/10000
124/124 - 0s - loss: 0.2203 - auc: 0.9618 - val_loss: 0.2302 - val_auc: 0.9608 - 393ms/epoch - 3ms/step
Epoch 2875/10000
124/124 - 0s - loss: 0.2203 - auc: 0.9617 - val_loss: 0.2302 - val_auc: 0.9608 - 393ms/epoch - 3ms/step
Epoch 2876/10000
124/124 - 0s - loss: 0.2203 - auc: 0.9616 - val_loss: 0.2303 - val_auc: 0.9607 - 383ms/epoch - 3ms/step
Epoch 2877/10000
124/124 - 0s - loss: 0.2204 - auc: 0.9616 - val_loss: 0.2305 - val_auc: 0.9610 - 380ms/epoch - 3ms/step
Epoch 2878/10000
124/124 - 0s - loss: 0.2203 - auc: 0.9617 - val_loss: 0.2303 - val_auc: 0.9608 - 335ms/epoch - 3ms/step
Epoch 2879/10000
124/124 - 0s - loss: 0.2203 - auc: 0.9617 - val_loss: 0.2303 - val_auc: 0.9608 - 370ms/epoch - 3ms/step
Epoch 2880/10000
124/124 - 0s - loss: 0.2203 - auc: 0.9616 - val_loss: 0.2303 - val_auc: 0.9608 - 384ms/epoch - 3ms/step
Epoch 2881/10000
124/124 - 0s - loss: 0.2202 - auc: 0.9617 - val_loss: 0.2303 - val_auc: 0.9607 - 330ms/epoch - 3ms/step
Epoch 2882/10000
124/124 - 0s - loss: 0.2203 - auc: 0.9617 - val_loss: 0.2303 - val_auc: 0.9608 - 379ms/epoch - 3ms/step
Epoch 2883/10000
124/124 - 0s - loss: 0.2203 - auc: 0.9616 - val_loss: 0.2303 - val_auc: 0.9607 - 382ms/epoch - 3ms/step
Epoch 2884/10000
124/124 - 0s - loss: 0.2202 - auc: 0.9619 - val_loss: 0.2303 - val_auc: 0.9606 - 335ms/epoch - 3ms/step
Epoch 2885/10000
124/124 - 0s - loss: 0.2203 - auc: 0.9617 - val_loss: 0.2304 - val_auc: 0.9608 - 375ms/epoch - 3ms/step
Epoch 2886/10000
124/124 - 0s - loss: 0.2203 - auc: 0.9617 - val_loss: 0.2304 - val_auc: 0.9610 - 391ms/epoch - 3ms/step
Epoch 2887/10000
124/124 - 0s - loss: 0.2202 - auc: 0.9618 - val_loss: 0.2302 - val_auc: 0.9608 - 382ms/epoch - 3ms/step
Epoch 2888/10000
124/124 - 0s - loss: 0.2203 - auc: 0.9616 - val_loss: 0.2302 - val_auc: 0.9608 - 326ms/epoch - 3ms/step
Epoch 2889/10000
124/124 - 0s - loss: 0.2202 - auc: 0.9618 - val_loss: 0.2302 - val_auc: 0.9609 - 375ms/epoch - 3ms/step
Epoch 2890/10000
124/124 - 0s - loss: 0.2202 - auc: 0.9617 - val_loss: 0.2302 - val_auc: 0.9608 - 342ms/epoch - 3ms/step
Epoch 2891/10000
124/124 - 0s - loss: 0.2202 - auc: 0.9618 - val_loss: 0.2302 - val_auc: 0.9608 - 375ms/epoch - 3ms/step
Epoch 2892/10000
124/124 - 0s - loss: 0.2202 - auc: 0.9617 - val_loss: 0.2303 - val_auc: 0.9610 - 377ms/epoch - 3ms/step
Epoch 2893/10000
124/124 - 0s - loss: 0.2202 - auc: 0.9617 - val_loss: 0.2301 - val_auc: 0.9607 - 324ms/epoch - 3ms/step
Epoch 2894/10000
124/124 - 0s - loss: 0.2202 - auc: 0.9617 - val_loss: 0.2301 - val_auc: 0.9608 - 374ms/epoch - 3ms/step
Epoch 2895/10000
124/124 - 0s - loss: 0.2201 - auc: 0.9618 - val_loss: 0.2303 - val_auc: 0.9607 - 327ms/epoch - 3ms/step
Epoch 2896/10000
124/124 - 0s - loss: 0.2202 - auc: 0.9618 - val_loss: 0.2301 - val_auc: 0.9609 - 374ms/epoch - 3ms/step
Epoch 2897/10000
124/124 - 0s - loss: 0.2201 - auc: 0.9618 - val_loss: 0.2301 - val_auc: 0.9609 - 330ms/epoch - 3ms/step
Epoch 2898/10000
124/124 - 0s - loss: 0.2201 - auc: 0.9619 - val_loss: 0.2301 - val_auc: 0.9609 - 371ms/epoch - 3ms/step
Epoch 2899/10000
124/124 - 0s - loss: 0.2201 - auc: 0.9617 - val_loss: 0.2303 - val_auc: 0.9610 - 378ms/epoch - 3ms/step
Epoch 2900/10000
124/124 - 0s - loss: 0.2201 - auc: 0.9618 - val_loss: 0.2301 - val_auc: 0.9609 - 329ms/epoch - 3ms/step
Epoch 2901/10000
124/124 - 0s - loss: 0.2200 - auc: 0.9618 - val_loss: 0.2300 - val_auc: 0.9609 - 371ms/epoch - 3ms/step
Epoch 2902/10000
124/124 - 0s - loss: 0.2201 - auc: 0.9618 - val_loss: 0.2301 - val_auc: 0.9609 - 329ms/epoch - 3ms/step
Epoch 2903/10000
124/124 - 0s - loss: 0.2200 - auc: 0.9618 - val_loss: 0.2301 - val_auc: 0.9609 - 372ms/epoch - 3ms/step
Epoch 2904/10000
124/124 - 0s - loss: 0.2200 - auc: 0.9619 - val_loss: 0.2300 - val_auc: 0.9609 - 337ms/epoch - 3ms/step
Epoch 2905/10000
124/124 - 0s - loss: 0.2200 - auc: 0.9619 - val_loss: 0.2302 - val_auc: 0.9612 - 376ms/epoch - 3ms/step
Epoch 2906/10000
124/124 - 0s - loss: 0.2200 - auc: 0.9618 - val_loss: 0.2300 - val_auc: 0.9607 - 384ms/epoch - 3ms/step
Epoch 2907/10000
124/124 - 0s - loss: 0.2200 - auc: 0.9619 - val_loss: 0.2299 - val_auc: 0.9608 - 336ms/epoch - 3ms/step
Epoch 2908/10000
124/124 - 0s - loss: 0.2200 - auc: 0.9617 - val_loss: 0.2301 - val_auc: 0.9609 - 371ms/epoch - 3ms/step
Epoch 2909/10000
124/124 - 0s - loss: 0.2200 - auc: 0.9618 - val_loss: 0.2303 - val_auc: 0.9611 - 384ms/epoch - 3ms/step
Epoch 2910/10000
124/124 - 0s - loss: 0.2200 - auc: 0.9619 - val_loss: 0.2301 - val_auc: 0.9609 - 335ms/epoch - 3ms/step
Epoch 2911/10000
124/124 - 0s - loss: 0.2200 - auc: 0.9619 - val_loss: 0.2301 - val_auc: 0.9609 - 378ms/epoch - 3ms/step
Epoch 2912/10000
124/124 - 0s - loss: 0.2200 - auc: 0.9618 - val_loss: 0.2300 - val_auc: 0.9610 - 389ms/epoch - 3ms/step
Epoch 2913/10000
124/124 - 0s - loss: 0.2199 - auc: 0.9620 - val_loss: 0.2300 - val_auc: 0.9609 - 385ms/epoch - 3ms/step
Epoch 2914/10000
124/124 - 0s - loss: 0.2199 - auc: 0.9619 - val_loss: 0.2299 - val_auc: 0.9609 - 388ms/epoch - 3ms/step
Epoch 2915/10000
124/124 - 0s - loss: 0.2199 - auc: 0.9618 - val_loss: 0.2301 - val_auc: 0.9609 - 337ms/epoch - 3ms/step
Epoch 2916/10000
124/124 - 0s - loss: 0.2199 - auc: 0.9619 - val_loss: 0.2301 - val_auc: 0.9611 - 387ms/epoch - 3ms/step
Epoch 2917/10000
124/124 - 0s - loss: 0.2200 - auc: 0.9618 - val_loss: 0.2301 - val_auc: 0.9611 - 396ms/epoch - 3ms/step
Epoch 2918/10000
124/124 - 0s - loss: 0.2199 - auc: 0.9619 - val_loss: 0.2300 - val_auc: 0.9609 - 399ms/epoch - 3ms/step
Epoch 2919/10000
124/124 - 0s - loss: 0.2199 - auc: 0.9618 - val_loss: 0.2299 - val_auc: 0.9609 - 385ms/epoch - 3ms/step
Epoch 2920/10000
124/124 - 0s - loss: 0.2199 - auc: 0.9617 - val_loss: 0.2300 - val_auc: 0.9610 - 389ms/epoch - 3ms/step
Epoch 2921/10000
124/124 - 0s - loss: 0.2200 - auc: 0.9617 - val_loss: 0.2298 - val_auc: 0.9610 - 345ms/epoch - 3ms/step
Epoch 2922/10000
124/124 - 0s - loss: 0.2199 - auc: 0.9620 - val_loss: 0.2301 - val_auc: 0.9610 - 334ms/epoch - 3ms/step
Epoch 2923/10000
124/124 - 0s - loss: 0.2198 - auc: 0.9619 - val_loss: 0.2299 - val_auc: 0.9610 - 387ms/epoch - 3ms/step
Epoch 2924/10000
124/124 - 0s - loss: 0.2198 - auc: 0.9620 - val_loss: 0.2299 - val_auc: 0.9610 - 383ms/epoch - 3ms/step
Epoch 2925/10000
124/124 - 0s - loss: 0.2198 - auc: 0.9618 - val_loss: 0.2298 - val_auc: 0.9612 - 334ms/epoch - 3ms/step
Epoch 2926/10000
124/124 - 0s - loss: 0.2199 - auc: 0.9619 - val_loss: 0.2299 - val_auc: 0.9610 - 377ms/epoch - 3ms/step
Epoch 2927/10000
124/124 - 0s - loss: 0.2199 - auc: 0.9620 - val_loss: 0.2299 - val_auc: 0.9610 - 384ms/epoch - 3ms/step
Epoch 2928/10000
124/124 - 0s - loss: 0.2198 - auc: 0.9618 - val_loss: 0.2298 - val_auc: 0.9610 - 336ms/epoch - 3ms/step
Epoch 2929/10000
124/124 - 0s - loss: 0.2198 - auc: 0.9619 - val_loss: 0.2298 - val_auc: 0.9610 - 362ms/epoch - 3ms/step
Epoch 2930/10000
124/124 - 0s - loss: 0.2198 - auc: 0.9617 - val_loss: 0.2298 - val_auc: 0.9610 - 322ms/epoch - 3ms/step
Epoch 2931/10000
124/124 - 0s - loss: 0.2198 - auc: 0.9618 - val_loss: 0.2298 - val_auc: 0.9609 - 372ms/epoch - 3ms/step
Epoch 2932/10000
124/124 - 0s - loss: 0.2198 - auc: 0.9619 - val_loss: 0.2298 - val_auc: 0.9610 - 334ms/epoch - 3ms/step
Epoch 2933/10000
124/124 - 0s - loss: 0.2197 - auc: 0.9620 - val_loss: 0.2298 - val_auc: 0.9610 - 374ms/epoch - 3ms/step
Epoch 2934/10000
124/124 - 0s - loss: 0.2198 - auc: 0.9619 - val_loss: 0.2297 - val_auc: 0.9610 - 383ms/epoch - 3ms/step
Epoch 2935/10000
124/124 - 0s - loss: 0.2197 - auc: 0.9620 - val_loss: 0.2298 - val_auc: 0.9610 - 331ms/epoch - 3ms/step
Epoch 2936/10000
124/124 - 0s - loss: 0.2197 - auc: 0.9619 - val_loss: 0.2300 - val_auc: 0.9612 - 372ms/epoch - 3ms/step
Epoch 2937/10000
124/124 - 0s - loss: 0.2197 - auc: 0.9618 - val_loss: 0.2300 - val_auc: 0.9612 - 378ms/epoch - 3ms/step
Epoch 2938/10000
124/124 - 0s - loss: 0.2197 - auc: 0.9619 - val_loss: 0.2298 - val_auc: 0.9611 - 325ms/epoch - 3ms/step
Epoch 2939/10000
124/124 - 0s - loss: 0.2197 - auc: 0.9620 - val_loss: 0.2299 - val_auc: 0.9611 - 375ms/epoch - 3ms/step
Epoch 2940/10000
124/124 - 0s - loss: 0.2197 - auc: 0.9620 - val_loss: 0.2298 - val_auc: 0.9611 - 332ms/epoch - 3ms/step
Epoch 2941/10000
124/124 - 0s - loss: 0.2196 - auc: 0.9619 - val_loss: 0.2298 - val_auc: 0.9611 - 379ms/epoch - 3ms/step
Epoch 2942/10000
124/124 - 0s - loss: 0.2198 - auc: 0.9619 - val_loss: 0.2300 - val_auc: 0.9612 - 379ms/epoch - 3ms/step
Epoch 2943/10000
124/124 - 0s - loss: 0.2197 - auc: 0.9620 - val_loss: 0.2299 - val_auc: 0.9612 - 325ms/epoch - 3ms/step
Epoch 2944/10000
124/124 - 0s - loss: 0.2197 - auc: 0.9619 - val_loss: 0.2300 - val_auc: 0.9612 - 374ms/epoch - 3ms/step
Epoch 2945/10000
124/124 - 0s - loss: 0.2196 - auc: 0.9621 - val_loss: 0.2298 - val_auc: 0.9614 - 341ms/epoch - 3ms/step
Epoch 2946/10000
124/124 - 0s - loss: 0.2196 - auc: 0.9622 - val_loss: 0.2299 - val_auc: 0.9612 - 379ms/epoch - 3ms/step
Epoch 2947/10000
124/124 - 0s - loss: 0.2197 - auc: 0.9620 - val_loss: 0.2298 - val_auc: 0.9613 - 383ms/epoch - 3ms/step
Epoch 2948/10000
124/124 - 0s - loss: 0.2196 - auc: 0.9621 - val_loss: 0.2297 - val_auc: 0.9610 - 341ms/epoch - 3ms/step
Epoch 2949/10000
124/124 - 0s - loss: 0.2195 - auc: 0.9621 - val_loss: 0.2298 - val_auc: 0.9611 - 373ms/epoch - 3ms/step
Epoch 2950/10000
124/124 - 0s - loss: 0.2196 - auc: 0.9621 - val_loss: 0.2299 - val_auc: 0.9612 - 369ms/epoch - 3ms/step
Epoch 2951/10000
124/124 - 0s - loss: 0.2196 - auc: 0.9619 - val_loss: 0.2297 - val_auc: 0.9612 - 321ms/epoch - 3ms/step
Epoch 2952/10000
124/124 - 0s - loss: 0.2195 - auc: 0.9620 - val_loss: 0.2297 - val_auc: 0.9611 - 373ms/epoch - 3ms/step
Epoch 2953/10000
124/124 - 0s - loss: 0.2195 - auc: 0.9622 - val_loss: 0.2297 - val_auc: 0.9611 - 320ms/epoch - 3ms/step
Epoch 2954/10000
124/124 - 0s - loss: 0.2196 - auc: 0.9621 - val_loss: 0.2297 - val_auc: 0.9614 - 326ms/epoch - 3ms/step
Epoch 2955/10000
124/124 - 0s - loss: 0.2195 - auc: 0.9620 - val_loss: 0.2296 - val_auc: 0.9610 - 365ms/epoch - 3ms/step
Epoch 2956/10000
124/124 - 0s - loss: 0.2194 - auc: 0.9620 - val_loss: 0.2296 - val_auc: 0.9611 - 325ms/epoch - 3ms/step
Epoch 2957/10000
124/124 - 0s - loss: 0.2195 - auc: 0.9621 - val_loss: 0.2296 - val_auc: 0.9611 - 367ms/epoch - 3ms/step
Epoch 2958/10000
124/124 - 0s - loss: 0.2196 - auc: 0.9620 - val_loss: 0.2295 - val_auc: 0.9612 - 325ms/epoch - 3ms/step
Epoch 2959/10000
124/124 - 0s - loss: 0.2195 - auc: 0.9620 - val_loss: 0.2298 - val_auc: 0.9613 - 371ms/epoch - 3ms/step
Epoch 2960/10000
124/124 - 0s - loss: 0.2195 - auc: 0.9621 - val_loss: 0.2296 - val_auc: 0.9612 - 338ms/epoch - 3ms/step
Epoch 2961/10000
124/124 - 0s - loss: 0.2196 - auc: 0.9618 - val_loss: 0.2296 - val_auc: 0.9613 - 366ms/epoch - 3ms/step
Epoch 2962/10000
124/124 - 0s - loss: 0.2195 - auc: 0.9620 - val_loss: 0.2295 - val_auc: 0.9612 - 382ms/epoch - 3ms/step
Epoch 2963/10000
124/124 - 0s - loss: 0.2194 - auc: 0.9621 - val_loss: 0.2296 - val_auc: 0.9613 - 332ms/epoch - 3ms/step
Epoch 2964/10000
124/124 - 0s - loss: 0.2194 - auc: 0.9621 - val_loss: 0.2296 - val_auc: 0.9614 - 375ms/epoch - 3ms/step
Epoch 2965/10000
124/124 - 0s - loss: 0.2194 - auc: 0.9621 - val_loss: 0.2296 - val_auc: 0.9612 - 389ms/epoch - 3ms/step
Epoch 2966/10000
124/124 - 0s - loss: 0.2194 - auc: 0.9622 - val_loss: 0.2297 - val_auc: 0.9612 - 388ms/epoch - 3ms/step
Epoch 2967/10000
124/124 - 0s - loss: 0.2194 - auc: 0.9621 - val_loss: 0.2295 - val_auc: 0.9612 - 334ms/epoch - 3ms/step
Epoch 2968/10000
124/124 - 0s - loss: 0.2193 - auc: 0.9621 - val_loss: 0.2295 - val_auc: 0.9613 - 385ms/epoch - 3ms/step
Epoch 2969/10000
124/124 - 0s - loss: 0.2194 - auc: 0.9621 - val_loss: 0.2295 - val_auc: 0.9611 - 394ms/epoch - 3ms/step
Epoch 2970/10000
124/124 - 0s - loss: 0.2194 - auc: 0.9621 - val_loss: 0.2295 - val_auc: 0.9613 - 385ms/epoch - 3ms/step
Epoch 2971/10000
124/124 - 0s - loss: 0.2194 - auc: 0.9620 - val_loss: 0.2296 - val_auc: 0.9612 - 320ms/epoch - 3ms/step
Epoch 2972/10000
124/124 - 0s - loss: 0.2194 - auc: 0.9621 - val_loss: 0.2297 - val_auc: 0.9612 - 376ms/epoch - 3ms/step
Epoch 2973/10000
124/124 - 0s - loss: 0.2194 - auc: 0.9622 - val_loss: 0.2296 - val_auc: 0.9615 - 339ms/epoch - 3ms/step
Epoch 2974/10000
124/124 - 0s - loss: 0.2192 - auc: 0.9622 - val_loss: 0.2297 - val_auc: 0.9613 - 369ms/epoch - 3ms/step
Epoch 2975/10000
124/124 - 0s - loss: 0.2193 - auc: 0.9621 - val_loss: 0.2295 - val_auc: 0.9613 - 333ms/epoch - 3ms/step
Epoch 2976/10000
124/124 - 0s - loss: 0.2193 - auc: 0.9621 - val_loss: 0.2296 - val_auc: 0.9615 - 372ms/epoch - 3ms/step
Epoch 2977/10000
124/124 - 0s - loss: 0.2192 - auc: 0.9621 - val_loss: 0.2295 - val_auc: 0.9613 - 379ms/epoch - 3ms/step
Epoch 2978/10000
124/124 - 0s - loss: 0.2193 - auc: 0.9623 - val_loss: 0.2294 - val_auc: 0.9613 - 334ms/epoch - 3ms/step
Epoch 2979/10000
124/124 - 0s - loss: 0.2193 - auc: 0.9622 - val_loss: 0.2294 - val_auc: 0.9612 - 368ms/epoch - 3ms/step
Epoch 2980/10000
124/124 - 0s - loss: 0.2193 - auc: 0.9621 - val_loss: 0.2294 - val_auc: 0.9614 - 335ms/epoch - 3ms/step
Epoch 2981/10000
124/124 - 0s - loss: 0.2192 - auc: 0.9621 - val_loss: 0.2294 - val_auc: 0.9613 - 371ms/epoch - 3ms/step
Epoch 2982/10000
124/124 - 0s - loss: 0.2194 - auc: 0.9622 - val_loss: 0.2294 - val_auc: 0.9616 - 375ms/epoch - 3ms/step
Epoch 2983/10000
124/124 - 0s - loss: 0.2192 - auc: 0.9621 - val_loss: 0.2294 - val_auc: 0.9613 - 333ms/epoch - 3ms/step
Epoch 2984/10000
124/124 - 0s - loss: 0.2192 - auc: 0.9621 - val_loss: 0.2293 - val_auc: 0.9614 - 375ms/epoch - 3ms/step
Epoch 2985/10000
124/124 - 0s - loss: 0.2193 - auc: 0.9621 - val_loss: 0.2293 - val_auc: 0.9614 - 334ms/epoch - 3ms/step
Epoch 2986/10000
124/124 - 0s - loss: 0.2192 - auc: 0.9622 - val_loss: 0.2293 - val_auc: 0.9613 - 334ms/epoch - 3ms/step
Epoch 2987/10000
124/124 - 0s - loss: 0.2192 - auc: 0.9621 - val_loss: 0.2293 - val_auc: 0.9614 - 378ms/epoch - 3ms/step
Epoch 2988/10000
124/124 - 0s - loss: 0.2191 - auc: 0.9621 - val_loss: 0.2294 - val_auc: 0.9616 - 344ms/epoch - 3ms/step
Epoch 2989/10000
124/124 - 0s - loss: 0.2192 - auc: 0.9622 - val_loss: 0.2294 - val_auc: 0.9613 - 385ms/epoch - 3ms/step
Epoch 2990/10000
124/124 - 0s - loss: 0.2191 - auc: 0.9621 - val_loss: 0.2295 - val_auc: 0.9614 - 387ms/epoch - 3ms/step
Epoch 2991/10000
124/124 - 0s - loss: 0.2192 - auc: 0.9621 - val_loss: 0.2294 - val_auc: 0.9614 - 381ms/epoch - 3ms/step
Epoch 2992/10000
124/124 - 0s - loss: 0.2192 - auc: 0.9620 - val_loss: 0.2294 - val_auc: 0.9613 - 386ms/epoch - 3ms/step
Epoch 2993/10000
124/124 - 0s - loss: 0.2191 - auc: 0.9622 - val_loss: 0.2293 - val_auc: 0.9614 - 342ms/epoch - 3ms/step
Epoch 2994/10000
124/124 - 0s - loss: 0.2192 - auc: 0.9621 - val_loss: 0.2295 - val_auc: 0.9614 - 378ms/epoch - 3ms/step
Epoch 2995/10000
124/124 - 0s - loss: 0.2192 - auc: 0.9621 - val_loss: 0.2293 - val_auc: 0.9614 - 384ms/epoch - 3ms/step
Epoch 2996/10000
124/124 - 0s - loss: 0.2193 - auc: 0.9621 - val_loss: 0.2293 - val_auc: 0.9615 - 394ms/epoch - 3ms/step
Epoch 2997/10000
124/124 - 0s - loss: 0.2191 - auc: 0.9622 - val_loss: 0.2294 - val_auc: 0.9614 - 387ms/epoch - 3ms/step
Epoch 2998/10000
124/124 - 0s - loss: 0.2191 - auc: 0.9622 - val_loss: 0.2293 - val_auc: 0.9614 - 349ms/epoch - 3ms/step
Epoch 2999/10000
124/124 - 0s - loss: 0.2190 - auc: 0.9622 - val_loss: 0.2292 - val_auc: 0.9614 - 385ms/epoch - 3ms/step
Epoch 3000/10000
124/124 - 0s - loss: 0.2191 - auc: 0.9621 - val_loss: 0.2292 - val_auc: 0.9615 - 391ms/epoch - 3ms/step
Epoch 3001/10000
124/124 - 0s - loss: 0.2191 - auc: 0.9622 - val_loss: 0.2295 - val_auc: 0.9614 - 384ms/epoch - 3ms/step
Epoch 3002/10000
124/124 - 0s - loss: 0.2189 - auc: 0.9622 - val_loss: 0.2292 - val_auc: 0.9615 - 389ms/epoch - 3ms/step
Epoch 3003/10000
124/124 - 0s - loss: 0.2190 - auc: 0.9623 - val_loss: 0.2293 - val_auc: 0.9616 - 389ms/epoch - 3ms/step
Epoch 3004/10000
124/124 - 0s - loss: 0.2190 - auc: 0.9623 - val_loss: 0.2292 - val_auc: 0.9613 - 342ms/epoch - 3ms/step
Epoch 3005/10000
124/124 - 0s - loss: 0.2191 - auc: 0.9621 - val_loss: 0.2292 - val_auc: 0.9614 - 383ms/epoch - 3ms/step
Epoch 3006/10000
124/124 - 0s - loss: 0.2192 - auc: 0.9621 - val_loss: 0.2292 - val_auc: 0.9613 - 454ms/epoch - 4ms/step
Epoch 3007/10000
124/124 - 0s - loss: 0.2190 - auc: 0.9623 - val_loss: 0.2293 - val_auc: 0.9617 - 340ms/epoch - 3ms/step
Epoch 3008/10000
124/124 - 0s - loss: 0.2190 - auc: 0.9623 - val_loss: 0.2292 - val_auc: 0.9614 - 397ms/epoch - 3ms/step
Epoch 3009/10000
124/124 - 0s - loss: 0.2190 - auc: 0.9623 - val_loss: 0.2292 - val_auc: 0.9614 - 402ms/epoch - 3ms/step
Epoch 3010/10000
124/124 - 0s - loss: 0.2190 - auc: 0.9622 - val_loss: 0.2293 - val_auc: 0.9615 - 390ms/epoch - 3ms/step
Epoch 3011/10000
124/124 - 0s - loss: 0.2190 - auc: 0.9622 - val_loss: 0.2292 - val_auc: 0.9615 - 391ms/epoch - 3ms/step
Epoch 3012/10000
124/124 - 0s - loss: 0.2189 - auc: 0.9623 - val_loss: 0.2291 - val_auc: 0.9615 - 389ms/epoch - 3ms/step
Epoch 3013/10000
124/124 - 0s - loss: 0.2189 - auc: 0.9622 - val_loss: 0.2291 - val_auc: 0.9615 - 388ms/epoch - 3ms/step
Epoch 3014/10000
124/124 - 0s - loss: 0.2190 - auc: 0.9622 - val_loss: 0.2292 - val_auc: 0.9615 - 389ms/epoch - 3ms/step
Epoch 3015/10000
124/124 - 0s - loss: 0.2189 - auc: 0.9623 - val_loss: 0.2292 - val_auc: 0.9615 - 336ms/epoch - 3ms/step
Epoch 3016/10000
124/124 - 0s - loss: 0.2189 - auc: 0.9622 - val_loss: 0.2291 - val_auc: 0.9615 - 388ms/epoch - 3ms/step
Epoch 3017/10000
124/124 - 0s - loss: 0.2189 - auc: 0.9622 - val_loss: 0.2291 - val_auc: 0.9614 - 387ms/epoch - 3ms/step
Epoch 3018/10000
124/124 - 0s - loss: 0.2191 - auc: 0.9622 - val_loss: 0.2291 - val_auc: 0.9615 - 388ms/epoch - 3ms/step
Epoch 3019/10000
124/124 - 0s - loss: 0.2189 - auc: 0.9624 - val_loss: 0.2291 - val_auc: 0.9616 - 347ms/epoch - 3ms/step
Epoch 3020/10000
124/124 - 0s - loss: 0.2189 - auc: 0.9623 - val_loss: 0.2291 - val_auc: 0.9613 - 376ms/epoch - 3ms/step
Epoch 3021/10000
124/124 - 0s - loss: 0.2189 - auc: 0.9621 - val_loss: 0.2292 - val_auc: 0.9617 - 399ms/epoch - 3ms/step
Epoch 3022/10000
124/124 - 0s - loss: 0.2189 - auc: 0.9623 - val_loss: 0.2291 - val_auc: 0.9614 - 395ms/epoch - 3ms/step
Epoch 3023/10000
124/124 - 0s - loss: 0.2188 - auc: 0.9623 - val_loss: 0.2292 - val_auc: 0.9615 - 389ms/epoch - 3ms/step
Epoch 3024/10000
124/124 - 0s - loss: 0.2188 - auc: 0.9623 - val_loss: 0.2292 - val_auc: 0.9615 - 385ms/epoch - 3ms/step
Epoch 3025/10000
124/124 - 0s - loss: 0.2188 - auc: 0.9624 - val_loss: 0.2293 - val_auc: 0.9616 - 464ms/epoch - 4ms/step
Epoch 3026/10000
124/124 - 0s - loss: 0.2189 - auc: 0.9620 - val_loss: 0.2293 - val_auc: 0.9616 - 359ms/epoch - 3ms/step
Epoch 3027/10000
124/124 - 0s - loss: 0.2188 - auc: 0.9622 - val_loss: 0.2292 - val_auc: 0.9616 - 382ms/epoch - 3ms/step
Epoch 3028/10000
124/124 - 0s - loss: 0.2187 - auc: 0.9624 - val_loss: 0.2290 - val_auc: 0.9615 - 391ms/epoch - 3ms/step
Epoch 3029/10000
124/124 - 0s - loss: 0.2188 - auc: 0.9624 - val_loss: 0.2290 - val_auc: 0.9617 - 395ms/epoch - 3ms/step
Epoch 3030/10000
124/124 - 0s - loss: 0.2188 - auc: 0.9623 - val_loss: 0.2290 - val_auc: 0.9616 - 419ms/epoch - 3ms/step
Epoch 3031/10000
124/124 - 0s - loss: 0.2187 - auc: 0.9622 - val_loss: 0.2292 - val_auc: 0.9616 - 475ms/epoch - 4ms/step
Epoch 3032/10000
124/124 - 1s - loss: 0.2188 - auc: 0.9623 - val_loss: 0.2292 - val_auc: 0.9616 - 506ms/epoch - 4ms/step
Epoch 3033/10000
124/124 - 0s - loss: 0.2187 - auc: 0.9624 - val_loss: 0.2290 - val_auc: 0.9618 - 482ms/epoch - 4ms/step
Epoch 3034/10000
124/124 - 0s - loss: 0.2187 - auc: 0.9624 - val_loss: 0.2289 - val_auc: 0.9616 - 339ms/epoch - 3ms/step
Epoch 3035/10000
124/124 - 0s - loss: 0.2187 - auc: 0.9623 - val_loss: 0.2291 - val_auc: 0.9617 - 381ms/epoch - 3ms/step
Epoch 3036/10000
124/124 - 0s - loss: 0.2188 - auc: 0.9623 - val_loss: 0.2289 - val_auc: 0.9618 - 391ms/epoch - 3ms/step
Epoch 3037/10000
124/124 - 0s - loss: 0.2187 - auc: 0.9624 - val_loss: 0.2291 - val_auc: 0.9617 - 395ms/epoch - 3ms/step
Epoch 3038/10000
124/124 - 0s - loss: 0.2187 - auc: 0.9624 - val_loss: 0.2291 - val_auc: 0.9616 - 392ms/epoch - 3ms/step
Epoch 3039/10000
124/124 - 0s - loss: 0.2187 - auc: 0.9623 - val_loss: 0.2290 - val_auc: 0.9618 - 403ms/epoch - 3ms/step
Epoch 3040/10000
124/124 - 0s - loss: 0.2188 - auc: 0.9622 - val_loss: 0.2290 - val_auc: 0.9617 - 401ms/epoch - 3ms/step
Epoch 3041/10000
124/124 - 0s - loss: 0.2187 - auc: 0.9623 - val_loss: 0.2292 - val_auc: 0.9616 - 395ms/epoch - 3ms/step
Epoch 3042/10000
124/124 - 0s - loss: 0.2187 - auc: 0.9624 - val_loss: 0.2289 - val_auc: 0.9616 - 388ms/epoch - 3ms/step
Epoch 3043/10000
124/124 - 0s - loss: 0.2186 - auc: 0.9625 - val_loss: 0.2289 - val_auc: 0.9616 - 385ms/epoch - 3ms/step
Epoch 3044/10000
124/124 - 0s - loss: 0.2186 - auc: 0.9625 - val_loss: 0.2289 - val_auc: 0.9615 - 340ms/epoch - 3ms/step
Epoch 3045/10000
124/124 - 0s - loss: 0.2186 - auc: 0.9622 - val_loss: 0.2290 - val_auc: 0.9617 - 389ms/epoch - 3ms/step
Epoch 3046/10000
124/124 - 0s - loss: 0.2186 - auc: 0.9621 - val_loss: 0.2288 - val_auc: 0.9616 - 398ms/epoch - 3ms/step
Epoch 3047/10000
124/124 - 0s - loss: 0.2186 - auc: 0.9623 - val_loss: 0.2289 - val_auc: 0.9616 - 389ms/epoch - 3ms/step
Epoch 3048/10000
124/124 - 0s - loss: 0.2185 - auc: 0.9624 - val_loss: 0.2290 - val_auc: 0.9617 - 386ms/epoch - 3ms/step
Epoch 3049/10000
124/124 - 0s - loss: 0.2186 - auc: 0.9624 - val_loss: 0.2289 - val_auc: 0.9618 - 402ms/epoch - 3ms/step
Epoch 3050/10000
124/124 - 0s - loss: 0.2186 - auc: 0.9625 - val_loss: 0.2290 - val_auc: 0.9619 - 339ms/epoch - 3ms/step
Epoch 3051/10000
124/124 - 0s - loss: 0.2186 - auc: 0.9624 - val_loss: 0.2289 - val_auc: 0.9617 - 371ms/epoch - 3ms/step
Epoch 3052/10000
124/124 - 0s - loss: 0.2186 - auc: 0.9624 - val_loss: 0.2289 - val_auc: 0.9618 - 381ms/epoch - 3ms/step
Epoch 3053/10000
124/124 - 0s - loss: 0.2185 - auc: 0.9625 - val_loss: 0.2289 - val_auc: 0.9618 - 375ms/epoch - 3ms/step
Epoch 3054/10000
124/124 - 0s - loss: 0.2186 - auc: 0.9623 - val_loss: 0.2289 - val_auc: 0.9618 - 333ms/epoch - 3ms/step
Epoch 3055/10000
124/124 - 0s - loss: 0.2186 - auc: 0.9625 - val_loss: 0.2289 - val_auc: 0.9618 - 375ms/epoch - 3ms/step
Epoch 3056/10000
124/124 - 0s - loss: 0.2185 - auc: 0.9623 - val_loss: 0.2290 - val_auc: 0.9617 - 334ms/epoch - 3ms/step
Epoch 3057/10000
124/124 - 0s - loss: 0.2186 - auc: 0.9623 - val_loss: 0.2289 - val_auc: 0.9616 - 365ms/epoch - 3ms/step
Epoch 3058/10000
124/124 - 0s - loss: 0.2185 - auc: 0.9625 - val_loss: 0.2288 - val_auc: 0.9615 - 331ms/epoch - 3ms/step
Epoch 3059/10000
124/124 - 0s - loss: 0.2185 - auc: 0.9625 - val_loss: 0.2289 - val_auc: 0.9618 - 366ms/epoch - 3ms/step
Epoch 3060/10000
124/124 - 0s - loss: 0.2184 - auc: 0.9624 - val_loss: 0.2290 - val_auc: 0.9617 - 330ms/epoch - 3ms/step
Epoch 3061/10000
124/124 - 0s - loss: 0.2185 - auc: 0.9624 - val_loss: 0.2289 - val_auc: 0.9617 - 368ms/epoch - 3ms/step
Epoch 3062/10000
124/124 - 0s - loss: 0.2186 - auc: 0.9624 - val_loss: 0.2289 - val_auc: 0.9617 - 338ms/epoch - 3ms/step
Epoch 3063/10000
124/124 - 0s - loss: 0.2185 - auc: 0.9623 - val_loss: 0.2289 - val_auc: 0.9617 - 360ms/epoch - 3ms/step
Epoch 3064/10000
124/124 - 0s - loss: 0.2185 - auc: 0.9623 - val_loss: 0.2288 - val_auc: 0.9620 - 382ms/epoch - 3ms/step
Epoch 3065/10000
124/124 - 0s - loss: 0.2184 - auc: 0.9625 - val_loss: 0.2287 - val_auc: 0.9617 - 337ms/epoch - 3ms/step
Epoch 3066/10000
124/124 - 0s - loss: 0.2185 - auc: 0.9624 - val_loss: 0.2288 - val_auc: 0.9619 - 389ms/epoch - 3ms/step
Epoch 3067/10000
124/124 - 0s - loss: 0.2184 - auc: 0.9624 - val_loss: 0.2287 - val_auc: 0.9616 - 375ms/epoch - 3ms/step
Epoch 3068/10000
124/124 - 0s - loss: 0.2184 - auc: 0.9626 - val_loss: 0.2289 - val_auc: 0.9618 - 384ms/epoch - 3ms/step
Epoch 3069/10000
124/124 - 0s - loss: 0.2184 - auc: 0.9624 - val_loss: 0.2288 - val_auc: 0.9617 - 331ms/epoch - 3ms/step
Epoch 3070/10000
124/124 - 0s - loss: 0.2184 - auc: 0.9624 - val_loss: 0.2288 - val_auc: 0.9619 - 376ms/epoch - 3ms/step
Epoch 3071/10000
124/124 - 0s - loss: 0.2184 - auc: 0.9625 - val_loss: 0.2289 - val_auc: 0.9618 - 382ms/epoch - 3ms/step
Epoch 3072/10000
124/124 - 0s - loss: 0.2184 - auc: 0.9626 - val_loss: 0.2289 - val_auc: 0.9618 - 337ms/epoch - 3ms/step
Epoch 3073/10000
124/124 - 0s - loss: 0.2183 - auc: 0.9625 - val_loss: 0.2287 - val_auc: 0.9619 - 382ms/epoch - 3ms/step
Epoch 3074/10000
124/124 - 0s - loss: 0.2184 - auc: 0.9624 - val_loss: 0.2288 - val_auc: 0.9619 - 397ms/epoch - 3ms/step
Epoch 3075/10000
124/124 - 0s - loss: 0.2183 - auc: 0.9625 - val_loss: 0.2290 - val_auc: 0.9618 - 391ms/epoch - 3ms/step
Epoch 3076/10000
124/124 - 0s - loss: 0.2184 - auc: 0.9624 - val_loss: 0.2288 - val_auc: 0.9617 - 391ms/epoch - 3ms/step
Epoch 3077/10000
124/124 - 0s - loss: 0.2183 - auc: 0.9625 - val_loss: 0.2286 - val_auc: 0.9617 - 393ms/epoch - 3ms/step
Epoch 3078/10000
124/124 - 0s - loss: 0.2184 - auc: 0.9624 - val_loss: 0.2287 - val_auc: 0.9621 - 399ms/epoch - 3ms/step
Epoch 3079/10000
124/124 - 0s - loss: 0.2183 - auc: 0.9624 - val_loss: 0.2288 - val_auc: 0.9619 - 341ms/epoch - 3ms/step
Epoch 3080/10000
124/124 - 0s - loss: 0.2183 - auc: 0.9624 - val_loss: 0.2286 - val_auc: 0.9617 - 382ms/epoch - 3ms/step
Epoch 3081/10000
124/124 - 0s - loss: 0.2183 - auc: 0.9626 - val_loss: 0.2286 - val_auc: 0.9616 - 384ms/epoch - 3ms/step
Epoch 3082/10000
124/124 - 0s - loss: 0.2183 - auc: 0.9625 - val_loss: 0.2287 - val_auc: 0.9619 - 382ms/epoch - 3ms/step
Epoch 3083/10000
124/124 - 0s - loss: 0.2182 - auc: 0.9625 - val_loss: 0.2286 - val_auc: 0.9620 - 340ms/epoch - 3ms/step
Epoch 3084/10000
124/124 - 0s - loss: 0.2183 - auc: 0.9624 - val_loss: 0.2287 - val_auc: 0.9619 - 385ms/epoch - 3ms/step
Epoch 3085/10000
124/124 - 0s - loss: 0.2183 - auc: 0.9624 - val_loss: 0.2286 - val_auc: 0.9617 - 382ms/epoch - 3ms/step
Epoch 3086/10000
124/124 - 0s - loss: 0.2184 - auc: 0.9624 - val_loss: 0.2286 - val_auc: 0.9620 - 332ms/epoch - 3ms/step
Epoch 3087/10000
124/124 - 0s - loss: 0.2183 - auc: 0.9625 - val_loss: 0.2289 - val_auc: 0.9619 - 377ms/epoch - 3ms/step
Epoch 3088/10000
124/124 - 0s - loss: 0.2182 - auc: 0.9624 - val_loss: 0.2286 - val_auc: 0.9621 - 379ms/epoch - 3ms/step
Epoch 3089/10000
124/124 - 0s - loss: 0.2182 - auc: 0.9625 - val_loss: 0.2288 - val_auc: 0.9619 - 383ms/epoch - 3ms/step
Epoch 3090/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9626 - val_loss: 0.2285 - val_auc: 0.9618 - 327ms/epoch - 3ms/step
Epoch 3091/10000
124/124 - 0s - loss: 0.2182 - auc: 0.9624 - val_loss: 0.2285 - val_auc: 0.9619 - 374ms/epoch - 3ms/step
Epoch 3092/10000
124/124 - 0s - loss: 0.2182 - auc: 0.9626 - val_loss: 0.2287 - val_auc: 0.9619 - 331ms/epoch - 3ms/step
Epoch 3093/10000
124/124 - 0s - loss: 0.2182 - auc: 0.9627 - val_loss: 0.2286 - val_auc: 0.9620 - 368ms/epoch - 3ms/step
Epoch 3094/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9625 - val_loss: 0.2286 - val_auc: 0.9621 - 329ms/epoch - 3ms/step
Epoch 3095/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9624 - val_loss: 0.2286 - val_auc: 0.9620 - 377ms/epoch - 3ms/step
Epoch 3096/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9625 - val_loss: 0.2285 - val_auc: 0.9621 - 335ms/epoch - 3ms/step
Epoch 3097/10000
124/124 - 0s - loss: 0.2182 - auc: 0.9625 - val_loss: 0.2285 - val_auc: 0.9621 - 346ms/epoch - 3ms/step
Epoch 3098/10000
124/124 - 0s - loss: 0.2182 - auc: 0.9625 - val_loss: 0.2286 - val_auc: 0.9619 - 358ms/epoch - 3ms/step
Epoch 3099/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9627 - val_loss: 0.2285 - val_auc: 0.9617 - 325ms/epoch - 3ms/step
Epoch 3100/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9624 - val_loss: 0.2286 - val_auc: 0.9619 - 374ms/epoch - 3ms/step
Epoch 3101/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9625 - val_loss: 0.2290 - val_auc: 0.9617 - 367ms/epoch - 3ms/step
Epoch 3102/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9625 - val_loss: 0.2286 - val_auc: 0.9619 - 342ms/epoch - 3ms/step
Epoch 3103/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9627 - val_loss: 0.2285 - val_auc: 0.9621 - 376ms/epoch - 3ms/step
Epoch 3104/10000
124/124 - 0s - loss: 0.2183 - auc: 0.9625 - val_loss: 0.2284 - val_auc: 0.9617 - 345ms/epoch - 3ms/step
Epoch 3105/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9627 - val_loss: 0.2284 - val_auc: 0.9620 - 390ms/epoch - 3ms/step
Epoch 3106/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9628 - val_loss: 0.2284 - val_auc: 0.9618 - 382ms/epoch - 3ms/step
Epoch 3107/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9625 - val_loss: 0.2284 - val_auc: 0.9621 - 383ms/epoch - 3ms/step
Epoch 3108/10000
124/124 - 0s - loss: 0.2180 - auc: 0.9626 - val_loss: 0.2285 - val_auc: 0.9622 - 336ms/epoch - 3ms/step
Epoch 3109/10000
124/124 - 0s - loss: 0.2180 - auc: 0.9625 - val_loss: 0.2285 - val_auc: 0.9620 - 367ms/epoch - 3ms/step
Epoch 3110/10000
124/124 - 0s - loss: 0.2179 - auc: 0.9626 - val_loss: 0.2284 - val_auc: 0.9619 - 324ms/epoch - 3ms/step
Epoch 3111/10000
124/124 - 0s - loss: 0.2180 - auc: 0.9627 - val_loss: 0.2283 - val_auc: 0.9619 - 364ms/epoch - 3ms/step
Epoch 3112/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9625 - val_loss: 0.2284 - val_auc: 0.9620 - 326ms/epoch - 3ms/step
Epoch 3113/10000
124/124 - 0s - loss: 0.2181 - auc: 0.9626 - val_loss: 0.2285 - val_auc: 0.9622 - 363ms/epoch - 3ms/step
Epoch 3114/10000
124/124 - 0s - loss: 0.2179 - auc: 0.9626 - val_loss: 0.2285 - val_auc: 0.9620 - 320ms/epoch - 3ms/step
Epoch 3115/10000
124/124 - 0s - loss: 0.2179 - auc: 0.9626 - val_loss: 0.2284 - val_auc: 0.9620 - 376ms/epoch - 3ms/step
Epoch 3116/10000
124/124 - 0s - loss: 0.2180 - auc: 0.9625 - val_loss: 0.2285 - val_auc: 0.9620 - 323ms/epoch - 3ms/step
Epoch 3117/10000
124/124 - 0s - loss: 0.2179 - auc: 0.9625 - val_loss: 0.2285 - val_auc: 0.9620 - 365ms/epoch - 3ms/step
Epoch 3118/10000
124/124 - 0s - loss: 0.2180 - auc: 0.9625 - val_loss: 0.2283 - val_auc: 0.9619 - 329ms/epoch - 3ms/step
Epoch 3119/10000
124/124 - 0s - loss: 0.2180 - auc: 0.9627 - val_loss: 0.2283 - val_auc: 0.9620 - 372ms/epoch - 3ms/step
Epoch 3120/10000
124/124 - 0s - loss: 0.2179 - auc: 0.9627 - val_loss: 0.2285 - val_auc: 0.9620 - 322ms/epoch - 3ms/step
Epoch 3121/10000
124/124 - 0s - loss: 0.2180 - auc: 0.9626 - val_loss: 0.2283 - val_auc: 0.9621 - 374ms/epoch - 3ms/step
Epoch 3122/10000
124/124 - 0s - loss: 0.2179 - auc: 0.9628 - val_loss: 0.2284 - val_auc: 0.9619 - 328ms/epoch - 3ms/step
Epoch 3123/10000
124/124 - 0s - loss: 0.2178 - auc: 0.9626 - val_loss: 0.2283 - val_auc: 0.9620 - 384ms/epoch - 3ms/step
Epoch 3124/10000
124/124 - 0s - loss: 0.2179 - auc: 0.9625 - val_loss: 0.2284 - val_auc: 0.9621 - 382ms/epoch - 3ms/step
Epoch 3125/10000
124/124 - 0s - loss: 0.2179 - auc: 0.9626 - val_loss: 0.2283 - val_auc: 0.9620 - 340ms/epoch - 3ms/step
Epoch 3126/10000
124/124 - 0s - loss: 0.2178 - auc: 0.9627 - val_loss: 0.2283 - val_auc: 0.9621 - 374ms/epoch - 3ms/step
Epoch 3127/10000
124/124 - 0s - loss: 0.2178 - auc: 0.9626 - val_loss: 0.2283 - val_auc: 0.9622 - 384ms/epoch - 3ms/step
Epoch 3128/10000
124/124 - 0s - loss: 0.2178 - auc: 0.9627 - val_loss: 0.2283 - val_auc: 0.9620 - 388ms/epoch - 3ms/step
Epoch 3129/10000
124/124 - 0s - loss: 0.2179 - auc: 0.9627 - val_loss: 0.2284 - val_auc: 0.9621 - 353ms/epoch - 3ms/step
Epoch 3130/10000
124/124 - 0s - loss: 0.2178 - auc: 0.9627 - val_loss: 0.2282 - val_auc: 0.9622 - 365ms/epoch - 3ms/step
Epoch 3131/10000
124/124 - 0s - loss: 0.2179 - auc: 0.9626 - val_loss: 0.2283 - val_auc: 0.9622 - 382ms/epoch - 3ms/step
Epoch 3132/10000
124/124 - 0s - loss: 0.2178 - auc: 0.9627 - val_loss: 0.2284 - val_auc: 0.9621 - 332ms/epoch - 3ms/step
Epoch 3133/10000
124/124 - 0s - loss: 0.2177 - auc: 0.9626 - val_loss: 0.2282 - val_auc: 0.9619 - 387ms/epoch - 3ms/step
Epoch 3134/10000
124/124 - 0s - loss: 0.2178 - auc: 0.9625 - val_loss: 0.2282 - val_auc: 0.9620 - 373ms/epoch - 3ms/step
Epoch 3135/10000
124/124 - 0s - loss: 0.2179 - auc: 0.9627 - val_loss: 0.2282 - val_auc: 0.9622 - 325ms/epoch - 3ms/step
Epoch 3136/10000
124/124 - 0s - loss: 0.2178 - auc: 0.9626 - val_loss: 0.2284 - val_auc: 0.9621 - 374ms/epoch - 3ms/step
Epoch 3137/10000
124/124 - 0s - loss: 0.2178 - auc: 0.9627 - val_loss: 0.2283 - val_auc: 0.9622 - 330ms/epoch - 3ms/step
Epoch 3138/10000
124/124 - 0s - loss: 0.2179 - auc: 0.9626 - val_loss: 0.2282 - val_auc: 0.9623 - 373ms/epoch - 3ms/step
Epoch 3139/10000
124/124 - 0s - loss: 0.2177 - auc: 0.9626 - val_loss: 0.2282 - val_auc: 0.9621 - 331ms/epoch - 3ms/step
Epoch 3140/10000
124/124 - 0s - loss: 0.2177 - auc: 0.9626 - val_loss: 0.2282 - val_auc: 0.9621 - 371ms/epoch - 3ms/step
Epoch 3141/10000
124/124 - 0s - loss: 0.2177 - auc: 0.9627 - val_loss: 0.2282 - val_auc: 0.9621 - 373ms/epoch - 3ms/step
Epoch 3142/10000
124/124 - 0s - loss: 0.2177 - auc: 0.9627 - val_loss: 0.2283 - val_auc: 0.9621 - 327ms/epoch - 3ms/step
Epoch 3143/10000
124/124 - 0s - loss: 0.2177 - auc: 0.9629 - val_loss: 0.2282 - val_auc: 0.9622 - 376ms/epoch - 3ms/step
Epoch 3144/10000
124/124 - 0s - loss: 0.2176 - auc: 0.9628 - val_loss: 0.2283 - val_auc: 0.9620 - 328ms/epoch - 3ms/step
Epoch 3145/10000
124/124 - 0s - loss: 0.2178 - auc: 0.9626 - val_loss: 0.2282 - val_auc: 0.9621 - 380ms/epoch - 3ms/step
Epoch 3146/10000
124/124 - 0s - loss: 0.2178 - auc: 0.9626 - val_loss: 0.2283 - val_auc: 0.9621 - 334ms/epoch - 3ms/step
Epoch 3147/10000
124/124 - 0s - loss: 0.2177 - auc: 0.9625 - val_loss: 0.2282 - val_auc: 0.9623 - 369ms/epoch - 3ms/step
Epoch 3148/10000
124/124 - 0s - loss: 0.2176 - auc: 0.9627 - val_loss: 0.2283 - val_auc: 0.9621 - 379ms/epoch - 3ms/step
Epoch 3149/10000
124/124 - 0s - loss: 0.2177 - auc: 0.9626 - val_loss: 0.2283 - val_auc: 0.9622 - 343ms/epoch - 3ms/step
Epoch 3150/10000
124/124 - 0s - loss: 0.2177 - auc: 0.9628 - val_loss: 0.2281 - val_auc: 0.9621 - 386ms/epoch - 3ms/step
Epoch 3151/10000
124/124 - 0s - loss: 0.2177 - auc: 0.9627 - val_loss: 0.2281 - val_auc: 0.9622 - 379ms/epoch - 3ms/step
Epoch 3152/10000
124/124 - 0s - loss: 0.2176 - auc: 0.9627 - val_loss: 0.2282 - val_auc: 0.9621 - 383ms/epoch - 3ms/step
Epoch 3153/10000
124/124 - 0s - loss: 0.2176 - auc: 0.9627 - val_loss: 0.2282 - val_auc: 0.9622 - 325ms/epoch - 3ms/step
Epoch 3154/10000
124/124 - 0s - loss: 0.2176 - auc: 0.9627 - val_loss: 0.2281 - val_auc: 0.9622 - 386ms/epoch - 3ms/step
Epoch 3155/10000
124/124 - 0s - loss: 0.2176 - auc: 0.9627 - val_loss: 0.2281 - val_auc: 0.9622 - 387ms/epoch - 3ms/step
Epoch 3156/10000
124/124 - 0s - loss: 0.2176 - auc: 0.9628 - val_loss: 0.2281 - val_auc: 0.9623 - 389ms/epoch - 3ms/step
Epoch 3157/10000
124/124 - 0s - loss: 0.2176 - auc: 0.9627 - val_loss: 0.2282 - val_auc: 0.9622 - 394ms/epoch - 3ms/step
Epoch 3158/10000
124/124 - 0s - loss: 0.2176 - auc: 0.9627 - val_loss: 0.2282 - val_auc: 0.9622 - 344ms/epoch - 3ms/step
Epoch 3159/10000
124/124 - 0s - loss: 0.2176 - auc: 0.9629 - val_loss: 0.2283 - val_auc: 0.9621 - 390ms/epoch - 3ms/step
Epoch 3160/10000
124/124 - 0s - loss: 0.2176 - auc: 0.9629 - val_loss: 0.2283 - val_auc: 0.9621 - 400ms/epoch - 3ms/step
Epoch 3161/10000
124/124 - 0s - loss: 0.2176 - auc: 0.9627 - val_loss: 0.2281 - val_auc: 0.9623 - 385ms/epoch - 3ms/step
Epoch 3162/10000
124/124 - 0s - loss: 0.2175 - auc: 0.9630 - val_loss: 0.2281 - val_auc: 0.9622 - 382ms/epoch - 3ms/step
Epoch 3163/10000
124/124 - 0s - loss: 0.2175 - auc: 0.9627 - val_loss: 0.2281 - val_auc: 0.9622 - 335ms/epoch - 3ms/step
Epoch 3164/10000
124/124 - 0s - loss: 0.2175 - auc: 0.9629 - val_loss: 0.2281 - val_auc: 0.9623 - 371ms/epoch - 3ms/step
Epoch 3165/10000
124/124 - 0s - loss: 0.2175 - auc: 0.9628 - val_loss: 0.2280 - val_auc: 0.9621 - 372ms/epoch - 3ms/step
Epoch 3166/10000
124/124 - 0s - loss: 0.2175 - auc: 0.9628 - val_loss: 0.2281 - val_auc: 0.9623 - 327ms/epoch - 3ms/step
Epoch 3167/10000
124/124 - 0s - loss: 0.2175 - auc: 0.9627 - val_loss: 0.2281 - val_auc: 0.9623 - 370ms/epoch - 3ms/step
Epoch 3168/10000
124/124 - 0s - loss: 0.2174 - auc: 0.9628 - val_loss: 0.2280 - val_auc: 0.9624 - 324ms/epoch - 3ms/step
Epoch 3169/10000
124/124 - 0s - loss: 0.2174 - auc: 0.9627 - val_loss: 0.2279 - val_auc: 0.9624 - 377ms/epoch - 3ms/step
Epoch 3170/10000
124/124 - 0s - loss: 0.2174 - auc: 0.9628 - val_loss: 0.2280 - val_auc: 0.9622 - 335ms/epoch - 3ms/step
Epoch 3171/10000
124/124 - 0s - loss: 0.2174 - auc: 0.9627 - val_loss: 0.2279 - val_auc: 0.9623 - 377ms/epoch - 3ms/step
Epoch 3172/10000
124/124 - 0s - loss: 0.2175 - auc: 0.9627 - val_loss: 0.2280 - val_auc: 0.9623 - 374ms/epoch - 3ms/step
Epoch 3173/10000
124/124 - 0s - loss: 0.2175 - auc: 0.9627 - val_loss: 0.2280 - val_auc: 0.9624 - 327ms/epoch - 3ms/step
Epoch 3174/10000
124/124 - 0s - loss: 0.2174 - auc: 0.9629 - val_loss: 0.2280 - val_auc: 0.9622 - 379ms/epoch - 3ms/step
Epoch 3175/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9628 - val_loss: 0.2282 - val_auc: 0.9621 - 343ms/epoch - 3ms/step
Epoch 3176/10000
124/124 - 0s - loss: 0.2175 - auc: 0.9629 - val_loss: 0.2280 - val_auc: 0.9623 - 370ms/epoch - 3ms/step
Epoch 3177/10000
124/124 - 0s - loss: 0.2174 - auc: 0.9627 - val_loss: 0.2281 - val_auc: 0.9623 - 374ms/epoch - 3ms/step
Epoch 3178/10000
124/124 - 0s - loss: 0.2174 - auc: 0.9627 - val_loss: 0.2279 - val_auc: 0.9624 - 326ms/epoch - 3ms/step
Epoch 3179/10000
124/124 - 0s - loss: 0.2174 - auc: 0.9627 - val_loss: 0.2281 - val_auc: 0.9623 - 374ms/epoch - 3ms/step
Epoch 3180/10000
124/124 - 0s - loss: 0.2175 - auc: 0.9628 - val_loss: 0.2281 - val_auc: 0.9623 - 326ms/epoch - 3ms/step
Epoch 3181/10000
124/124 - 0s - loss: 0.2174 - auc: 0.9629 - val_loss: 0.2280 - val_auc: 0.9623 - 371ms/epoch - 3ms/step
Epoch 3182/10000
124/124 - 0s - loss: 0.2174 - auc: 0.9630 - val_loss: 0.2278 - val_auc: 0.9623 - 323ms/epoch - 3ms/step
Epoch 3183/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9627 - val_loss: 0.2280 - val_auc: 0.9624 - 368ms/epoch - 3ms/step
Epoch 3184/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9629 - val_loss: 0.2279 - val_auc: 0.9624 - 333ms/epoch - 3ms/step
Epoch 3185/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9629 - val_loss: 0.2278 - val_auc: 0.9623 - 369ms/epoch - 3ms/step
Epoch 3186/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9629 - val_loss: 0.2280 - val_auc: 0.9623 - 326ms/epoch - 3ms/step
Epoch 3187/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9630 - val_loss: 0.2279 - val_auc: 0.9623 - 370ms/epoch - 3ms/step
Epoch 3188/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9629 - val_loss: 0.2279 - val_auc: 0.9624 - 355ms/epoch - 3ms/step
Epoch 3189/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9627 - val_loss: 0.2280 - val_auc: 0.9624 - 353ms/epoch - 3ms/step
Epoch 3190/10000
124/124 - 0s - loss: 0.2175 - auc: 0.9627 - val_loss: 0.2279 - val_auc: 0.9624 - 378ms/epoch - 3ms/step
Epoch 3191/10000
124/124 - 0s - loss: 0.2172 - auc: 0.9629 - val_loss: 0.2278 - val_auc: 0.9623 - 321ms/epoch - 3ms/step
Epoch 3192/10000
124/124 - 0s - loss: 0.2172 - auc: 0.9627 - val_loss: 0.2281 - val_auc: 0.9623 - 371ms/epoch - 3ms/step
Epoch 3193/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9627 - val_loss: 0.2279 - val_auc: 0.9625 - 319ms/epoch - 3ms/step
Epoch 3194/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9629 - val_loss: 0.2280 - val_auc: 0.9623 - 329ms/epoch - 3ms/step
Epoch 3195/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9628 - val_loss: 0.2279 - val_auc: 0.9624 - 373ms/epoch - 3ms/step
Epoch 3196/10000
124/124 - 0s - loss: 0.2172 - auc: 0.9630 - val_loss: 0.2277 - val_auc: 0.9623 - 384ms/epoch - 3ms/step
Epoch 3197/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9628 - val_loss: 0.2277 - val_auc: 0.9623 - 324ms/epoch - 3ms/step
Epoch 3198/10000
124/124 - 0s - loss: 0.2172 - auc: 0.9628 - val_loss: 0.2278 - val_auc: 0.9624 - 363ms/epoch - 3ms/step
Epoch 3199/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9629 - val_loss: 0.2277 - val_auc: 0.9623 - 310ms/epoch - 3ms/step
Epoch 3200/10000
124/124 - 0s - loss: 0.2172 - auc: 0.9628 - val_loss: 0.2279 - val_auc: 0.9625 - 316ms/epoch - 3ms/step
Epoch 3201/10000
124/124 - 0s - loss: 0.2172 - auc: 0.9629 - val_loss: 0.2278 - val_auc: 0.9624 - 361ms/epoch - 3ms/step
Epoch 3202/10000
124/124 - 0s - loss: 0.2171 - auc: 0.9629 - val_loss: 0.2280 - val_auc: 0.9623 - 311ms/epoch - 3ms/step
Epoch 3203/10000
124/124 - 0s - loss: 0.2173 - auc: 0.9627 - val_loss: 0.2278 - val_auc: 0.9624 - 311ms/epoch - 3ms/step
Epoch 3204/10000
124/124 - 0s - loss: 0.2172 - auc: 0.9630 - val_loss: 0.2277 - val_auc: 0.9623 - 320ms/epoch - 3ms/step
Epoch 3205/10000
124/124 - 0s - loss: 0.2171 - auc: 0.9629 - val_loss: 0.2279 - val_auc: 0.9623 - 358ms/epoch - 3ms/step
Epoch 3206/10000
124/124 - 0s - loss: 0.2171 - auc: 0.9630 - val_loss: 0.2278 - val_auc: 0.9624 - 331ms/epoch - 3ms/step
Epoch 3207/10000
124/124 - 0s - loss: 0.2171 - auc: 0.9629 - val_loss: 0.2278 - val_auc: 0.9624 - 370ms/epoch - 3ms/step
Epoch 3208/10000
124/124 - 0s - loss: 0.2171 - auc: 0.9628 - val_loss: 0.2277 - val_auc: 0.9625 - 331ms/epoch - 3ms/step
Epoch 3209/10000
124/124 - 0s - loss: 0.2171 - auc: 0.9629 - val_loss: 0.2277 - val_auc: 0.9624 - 354ms/epoch - 3ms/step
Epoch 3210/10000
124/124 - 0s - loss: 0.2170 - auc: 0.9631 - val_loss: 0.2277 - val_auc: 0.9624 - 326ms/epoch - 3ms/step
Epoch 3211/10000
124/124 - 0s - loss: 0.2171 - auc: 0.9628 - val_loss: 0.2276 - val_auc: 0.9623 - 362ms/epoch - 3ms/step
Epoch 3212/10000
124/124 - 0s - loss: 0.2171 - auc: 0.9629 - val_loss: 0.2278 - val_auc: 0.9625 - 324ms/epoch - 3ms/step
Epoch 3213/10000
124/124 - 0s - loss: 0.2170 - auc: 0.9628 - val_loss: 0.2279 - val_auc: 0.9623 - 381ms/epoch - 3ms/step
Epoch 3214/10000
124/124 - 0s - loss: 0.2171 - auc: 0.9631 - val_loss: 0.2277 - val_auc: 0.9623 - 314ms/epoch - 3ms/step
Epoch 3215/10000
124/124 - 0s - loss: 0.2171 - auc: 0.9628 - val_loss: 0.2277 - val_auc: 0.9625 - 308ms/epoch - 2ms/step
Epoch 3216/10000
124/124 - 0s - loss: 0.2170 - auc: 0.9628 - val_loss: 0.2278 - val_auc: 0.9624 - 320ms/epoch - 3ms/step
Epoch 3217/10000
124/124 - 0s - loss: 0.2170 - auc: 0.9629 - val_loss: 0.2276 - val_auc: 0.9624 - 377ms/epoch - 3ms/step
Epoch 3218/10000
124/124 - 0s - loss: 0.2171 - auc: 0.9630 - val_loss: 0.2277 - val_auc: 0.9625 - 373ms/epoch - 3ms/step
Epoch 3219/10000
124/124 - 0s - loss: 0.2170 - auc: 0.9629 - val_loss: 0.2277 - val_auc: 0.9625 - 310ms/epoch - 3ms/step
Epoch 3220/10000
124/124 - 0s - loss: 0.2170 - auc: 0.9630 - val_loss: 0.2276 - val_auc: 0.9625 - 327ms/epoch - 3ms/step
Epoch 3221/10000
124/124 - 0s - loss: 0.2170 - auc: 0.9629 - val_loss: 0.2277 - val_auc: 0.9625 - 351ms/epoch - 3ms/step
Epoch 3222/10000
124/124 - 0s - loss: 0.2169 - auc: 0.9629 - val_loss: 0.2276 - val_auc: 0.9623 - 319ms/epoch - 3ms/step
Epoch 3223/10000
124/124 - 0s - loss: 0.2169 - auc: 0.9630 - val_loss: 0.2276 - val_auc: 0.9624 - 377ms/epoch - 3ms/step
Epoch 3224/10000
124/124 - 0s - loss: 0.2169 - auc: 0.9629 - val_loss: 0.2277 - val_auc: 0.9624 - 321ms/epoch - 3ms/step
Epoch 3225/10000
124/124 - 0s - loss: 0.2170 - auc: 0.9630 - val_loss: 0.2277 - val_auc: 0.9625 - 323ms/epoch - 3ms/step
Epoch 3226/10000
124/124 - 0s - loss: 0.2169 - auc: 0.9631 - val_loss: 0.2276 - val_auc: 0.9626 - 356ms/epoch - 3ms/step
Epoch 3227/10000
124/124 - 0s - loss: 0.2169 - auc: 0.9629 - val_loss: 0.2275 - val_auc: 0.9626 - 312ms/epoch - 3ms/step
Epoch 3228/10000
124/124 - 0s - loss: 0.2170 - auc: 0.9629 - val_loss: 0.2275 - val_auc: 0.9625 - 325ms/epoch - 3ms/step
Epoch 3229/10000
124/124 - 0s - loss: 0.2169 - auc: 0.9629 - val_loss: 0.2277 - val_auc: 0.9624 - 355ms/epoch - 3ms/step
Epoch 3230/10000
124/124 - 0s - loss: 0.2169 - auc: 0.9628 - val_loss: 0.2275 - val_auc: 0.9624 - 317ms/epoch - 3ms/step
Epoch 3231/10000
124/124 - 0s - loss: 0.2169 - auc: 0.9630 - val_loss: 0.2275 - val_auc: 0.9625 - 368ms/epoch - 3ms/step
Epoch 3232/10000
124/124 - 0s - loss: 0.2169 - auc: 0.9630 - val_loss: 0.2276 - val_auc: 0.9624 - 319ms/epoch - 3ms/step
Epoch 3233/10000
124/124 - 0s - loss: 0.2169 - auc: 0.9629 - val_loss: 0.2275 - val_auc: 0.9624 - 324ms/epoch - 3ms/step
Epoch 3234/10000
124/124 - 0s - loss: 0.2168 - auc: 0.9630 - val_loss: 0.2276 - val_auc: 0.9625 - 359ms/epoch - 3ms/step
Epoch 3235/10000
124/124 - 0s - loss: 0.2168 - auc: 0.9630 - val_loss: 0.2276 - val_auc: 0.9624 - 326ms/epoch - 3ms/step
Epoch 3236/10000
124/124 - 0s - loss: 0.2169 - auc: 0.9629 - val_loss: 0.2275 - val_auc: 0.9624 - 370ms/epoch - 3ms/step
Epoch 3237/10000
124/124 - 0s - loss: 0.2169 - auc: 0.9629 - val_loss: 0.2275 - val_auc: 0.9625 - 330ms/epoch - 3ms/step
Epoch 3238/10000
124/124 - 0s - loss: 0.2170 - auc: 0.9628 - val_loss: 0.2275 - val_auc: 0.9625 - 362ms/epoch - 3ms/step
Epoch 3239/10000
124/124 - 0s - loss: 0.2168 - auc: 0.9630 - val_loss: 0.2275 - val_auc: 0.9623 - 333ms/epoch - 3ms/step
Epoch 3240/10000
124/124 - 0s - loss: 0.2168 - auc: 0.9630 - val_loss: 0.2276 - val_auc: 0.9626 - 376ms/epoch - 3ms/step
Epoch 3241/10000
124/124 - 0s - loss: 0.2168 - auc: 0.9629 - val_loss: 0.2276 - val_auc: 0.9625 - 384ms/epoch - 3ms/step
Epoch 3242/10000
124/124 - 0s - loss: 0.2169 - auc: 0.9630 - val_loss: 0.2276 - val_auc: 0.9626 - 343ms/epoch - 3ms/step
Epoch 3243/10000
124/124 - 0s - loss: 0.2168 - auc: 0.9629 - val_loss: 0.2276 - val_auc: 0.9626 - 377ms/epoch - 3ms/step
Epoch 3244/10000
124/124 - 0s - loss: 0.2167 - auc: 0.9633 - val_loss: 0.2274 - val_auc: 0.9626 - 380ms/epoch - 3ms/step
Epoch 3245/10000
124/124 - 0s - loss: 0.2167 - auc: 0.9630 - val_loss: 0.2275 - val_auc: 0.9626 - 329ms/epoch - 3ms/step
Epoch 3246/10000
124/124 - 0s - loss: 0.2168 - auc: 0.9631 - val_loss: 0.2275 - val_auc: 0.9626 - 402ms/epoch - 3ms/step
Epoch 3247/10000
124/124 - 0s - loss: 0.2170 - auc: 0.9629 - val_loss: 0.2276 - val_auc: 0.9626 - 366ms/epoch - 3ms/step
Epoch 3248/10000
124/124 - 0s - loss: 0.2167 - auc: 0.9629 - val_loss: 0.2275 - val_auc: 0.9627 - 335ms/epoch - 3ms/step
Epoch 3249/10000
124/124 - 0s - loss: 0.2168 - auc: 0.9629 - val_loss: 0.2274 - val_auc: 0.9625 - 375ms/epoch - 3ms/step
Epoch 3250/10000
124/124 - 0s - loss: 0.2167 - auc: 0.9632 - val_loss: 0.2276 - val_auc: 0.9626 - 375ms/epoch - 3ms/step
Epoch 3251/10000
124/124 - 0s - loss: 0.2168 - auc: 0.9630 - val_loss: 0.2273 - val_auc: 0.9625 - 323ms/epoch - 3ms/step
Epoch 3252/10000
124/124 - 0s - loss: 0.2168 - auc: 0.9630 - val_loss: 0.2275 - val_auc: 0.9627 - 377ms/epoch - 3ms/step
Epoch 3253/10000
124/124 - 0s - loss: 0.2167 - auc: 0.9630 - val_loss: 0.2276 - val_auc: 0.9626 - 324ms/epoch - 3ms/step
Epoch 3254/10000
124/124 - 0s - loss: 0.2167 - auc: 0.9629 - val_loss: 0.2275 - val_auc: 0.9627 - 368ms/epoch - 3ms/step
Epoch 3255/10000
124/124 - 0s - loss: 0.2167 - auc: 0.9630 - val_loss: 0.2273 - val_auc: 0.9627 - 312ms/epoch - 3ms/step
Epoch 3256/10000
124/124 - 0s - loss: 0.2167 - auc: 0.9632 - val_loss: 0.2274 - val_auc: 0.9626 - 328ms/epoch - 3ms/step
Epoch 3257/10000
124/124 - 0s - loss: 0.2167 - auc: 0.9630 - val_loss: 0.2274 - val_auc: 0.9626 - 354ms/epoch - 3ms/step
Epoch 3258/10000
124/124 - 0s - loss: 0.2167 - auc: 0.9629 - val_loss: 0.2274 - val_auc: 0.9626 - 316ms/epoch - 3ms/step
Epoch 3259/10000
124/124 - 0s - loss: 0.2166 - auc: 0.9632 - val_loss: 0.2274 - val_auc: 0.9626 - 323ms/epoch - 3ms/step
Epoch 3260/10000
124/124 - 0s - loss: 0.2166 - auc: 0.9631 - val_loss: 0.2273 - val_auc: 0.9626 - 353ms/epoch - 3ms/step
Epoch 3261/10000
124/124 - 0s - loss: 0.2167 - auc: 0.9629 - val_loss: 0.2273 - val_auc: 0.9626 - 315ms/epoch - 3ms/step
Epoch 3262/10000
124/124 - 0s - loss: 0.2165 - auc: 0.9631 - val_loss: 0.2275 - val_auc: 0.9627 - 317ms/epoch - 3ms/step
Epoch 3263/10000
124/124 - 0s - loss: 0.2166 - auc: 0.9632 - val_loss: 0.2273 - val_auc: 0.9626 - 353ms/epoch - 3ms/step
Epoch 3264/10000
124/124 - 0s - loss: 0.2167 - auc: 0.9630 - val_loss: 0.2273 - val_auc: 0.9627 - 322ms/epoch - 3ms/step
Epoch 3265/10000
124/124 - 0s - loss: 0.2166 - auc: 0.9630 - val_loss: 0.2274 - val_auc: 0.9627 - 326ms/epoch - 3ms/step
Epoch 3266/10000
124/124 - 0s - loss: 0.2166 - auc: 0.9631 - val_loss: 0.2272 - val_auc: 0.9626 - 359ms/epoch - 3ms/step
Epoch 3267/10000
124/124 - 0s - loss: 0.2165 - auc: 0.9631 - val_loss: 0.2274 - val_auc: 0.9626 - 323ms/epoch - 3ms/step
Epoch 3268/10000
124/124 - 0s - loss: 0.2166 - auc: 0.9631 - val_loss: 0.2273 - val_auc: 0.9626 - 360ms/epoch - 3ms/step
Epoch 3269/10000
124/124 - 0s - loss: 0.2166 - auc: 0.9630 - val_loss: 0.2272 - val_auc: 0.9625 - 320ms/epoch - 3ms/step
Epoch 3270/10000
124/124 - 0s - loss: 0.2165 - auc: 0.9631 - val_loss: 0.2275 - val_auc: 0.9626 - 327ms/epoch - 3ms/step
Epoch 3271/10000
124/124 - 0s - loss: 0.2166 - auc: 0.9631 - val_loss: 0.2275 - val_auc: 0.9626 - 371ms/epoch - 3ms/step
Epoch 3272/10000
124/124 - 0s - loss: 0.2165 - auc: 0.9630 - val_loss: 0.2273 - val_auc: 0.9626 - 324ms/epoch - 3ms/step
Epoch 3273/10000
124/124 - 0s - loss: 0.2166 - auc: 0.9630 - val_loss: 0.2273 - val_auc: 0.9625 - 363ms/epoch - 3ms/step
Epoch 3274/10000
124/124 - 0s - loss: 0.2166 - auc: 0.9631 - val_loss: 0.2273 - val_auc: 0.9627 - 334ms/epoch - 3ms/step
Epoch 3275/10000
124/124 - 0s - loss: 0.2166 - auc: 0.9632 - val_loss: 0.2274 - val_auc: 0.9626 - 388ms/epoch - 3ms/step
Epoch 3276/10000
124/124 - 0s - loss: 0.2165 - auc: 0.9631 - val_loss: 0.2274 - val_auc: 0.9627 - 369ms/epoch - 3ms/step
Epoch 3277/10000
124/124 - 0s - loss: 0.2165 - auc: 0.9630 - val_loss: 0.2275 - val_auc: 0.9625 - 327ms/epoch - 3ms/step
Epoch 3278/10000
124/124 - 0s - loss: 0.2164 - auc: 0.9631 - val_loss: 0.2272 - val_auc: 0.9626 - 354ms/epoch - 3ms/step
Epoch 3279/10000
124/124 - 0s - loss: 0.2165 - auc: 0.9631 - val_loss: 0.2272 - val_auc: 0.9626 - 325ms/epoch - 3ms/step
Epoch 3280/10000
124/124 - 0s - loss: 0.2165 - auc: 0.9632 - val_loss: 0.2272 - val_auc: 0.9626 - 315ms/epoch - 3ms/step
Epoch 3281/10000
124/124 - 0s - loss: 0.2165 - auc: 0.9631 - val_loss: 0.2272 - val_auc: 0.9627 - 359ms/epoch - 3ms/step
Epoch 3282/10000
124/124 - 0s - loss: 0.2164 - auc: 0.9632 - val_loss: 0.2275 - val_auc: 0.9625 - 312ms/epoch - 3ms/step
Epoch 3283/10000
124/124 - 0s - loss: 0.2164 - auc: 0.9633 - val_loss: 0.2274 - val_auc: 0.9627 - 307ms/epoch - 2ms/step
Epoch 3284/10000
124/124 - 0s - loss: 0.2165 - auc: 0.9631 - val_loss: 0.2272 - val_auc: 0.9627 - 322ms/epoch - 3ms/step
Epoch 3285/10000
124/124 - 0s - loss: 0.2164 - auc: 0.9631 - val_loss: 0.2271 - val_auc: 0.9626 - 353ms/epoch - 3ms/step
Epoch 3286/10000
124/124 - 0s - loss: 0.2164 - auc: 0.9631 - val_loss: 0.2271 - val_auc: 0.9626 - 316ms/epoch - 3ms/step
Epoch 3287/10000
124/124 - 0s - loss: 0.2166 - auc: 0.9630 - val_loss: 0.2275 - val_auc: 0.9626 - 318ms/epoch - 3ms/step
Epoch 3288/10000
124/124 - 0s - loss: 0.2164 - auc: 0.9632 - val_loss: 0.2273 - val_auc: 0.9627 - 355ms/epoch - 3ms/step
Epoch 3289/10000
124/124 - 0s - loss: 0.2164 - auc: 0.9632 - val_loss: 0.2273 - val_auc: 0.9627 - 320ms/epoch - 3ms/step
Epoch 3290/10000
124/124 - 0s - loss: 0.2163 - auc: 0.9633 - val_loss: 0.2272 - val_auc: 0.9627 - 321ms/epoch - 3ms/step
Epoch 3291/10000
124/124 - 0s - loss: 0.2164 - auc: 0.9632 - val_loss: 0.2271 - val_auc: 0.9627 - 360ms/epoch - 3ms/step
Epoch 3292/10000
124/124 - 0s - loss: 0.2164 - auc: 0.9632 - val_loss: 0.2271 - val_auc: 0.9626 - 314ms/epoch - 3ms/step
Epoch 3293/10000
124/124 - 0s - loss: 0.2164 - auc: 0.9631 - val_loss: 0.2271 - val_auc: 0.9626 - 376ms/epoch - 3ms/step
Epoch 3294/10000
124/124 - 0s - loss: 0.2163 - auc: 0.9631 - val_loss: 0.2274 - val_auc: 0.9626 - 346ms/epoch - 3ms/step
Epoch 3295/10000
124/124 - 0s - loss: 0.2164 - auc: 0.9632 - val_loss: 0.2273 - val_auc: 0.9628 - 374ms/epoch - 3ms/step
Epoch 3296/10000
124/124 - 0s - loss: 0.2163 - auc: 0.9632 - val_loss: 0.2271 - val_auc: 0.9627 - 386ms/epoch - 3ms/step
Epoch 3297/10000
124/124 - 0s - loss: 0.2163 - auc: 0.9630 - val_loss: 0.2270 - val_auc: 0.9626 - 334ms/epoch - 3ms/step
Epoch 3298/10000
124/124 - 0s - loss: 0.2164 - auc: 0.9631 - val_loss: 0.2271 - val_auc: 0.9626 - 364ms/epoch - 3ms/step
Epoch 3299/10000
124/124 - 0s - loss: 0.2163 - auc: 0.9631 - val_loss: 0.2272 - val_auc: 0.9628 - 382ms/epoch - 3ms/step
Epoch 3300/10000
124/124 - 0s - loss: 0.2162 - auc: 0.9632 - val_loss: 0.2271 - val_auc: 0.9627 - 345ms/epoch - 3ms/step
Epoch 3301/10000
124/124 - 0s - loss: 0.2163 - auc: 0.9631 - val_loss: 0.2272 - val_auc: 0.9627 - 365ms/epoch - 3ms/step
Epoch 3302/10000
124/124 - 0s - loss: 0.2163 - auc: 0.9632 - val_loss: 0.2271 - val_auc: 0.9628 - 319ms/epoch - 3ms/step
Epoch 3303/10000
124/124 - 0s - loss: 0.2162 - auc: 0.9632 - val_loss: 0.2271 - val_auc: 0.9626 - 353ms/epoch - 3ms/step
Epoch 3304/10000
124/124 - 0s - loss: 0.2163 - auc: 0.9632 - val_loss: 0.2270 - val_auc: 0.9626 - 340ms/epoch - 3ms/step
Epoch 3305/10000
124/124 - 0s - loss: 0.2162 - auc: 0.9631 - val_loss: 0.2271 - val_auc: 0.9628 - 354ms/epoch - 3ms/step
Epoch 3306/10000
124/124 - 0s - loss: 0.2163 - auc: 0.9631 - val_loss: 0.2271 - val_auc: 0.9629 - 314ms/epoch - 3ms/step
Epoch 3307/10000
124/124 - 0s - loss: 0.2162 - auc: 0.9632 - val_loss: 0.2270 - val_auc: 0.9627 - 314ms/epoch - 3ms/step
Epoch 3308/10000
124/124 - 0s - loss: 0.2162 - auc: 0.9632 - val_loss: 0.2271 - val_auc: 0.9628 - 364ms/epoch - 3ms/step
Epoch 3309/10000
124/124 - 0s - loss: 0.2163 - auc: 0.9632 - val_loss: 0.2269 - val_auc: 0.9627 - 321ms/epoch - 3ms/step
Epoch 3310/10000
124/124 - 0s - loss: 0.2162 - auc: 0.9632 - val_loss: 0.2269 - val_auc: 0.9626 - 376ms/epoch - 3ms/step
Epoch 3311/10000
124/124 - 0s - loss: 0.2163 - auc: 0.9631 - val_loss: 0.2271 - val_auc: 0.9628 - 316ms/epoch - 3ms/step
Epoch 3312/10000
124/124 - 0s - loss: 0.2162 - auc: 0.9632 - val_loss: 0.2270 - val_auc: 0.9627 - 310ms/epoch - 3ms/step
Epoch 3313/10000
124/124 - 0s - loss: 0.2162 - auc: 0.9632 - val_loss: 0.2271 - val_auc: 0.9628 - 321ms/epoch - 3ms/step
Epoch 3314/10000
124/124 - 0s - loss: 0.2162 - auc: 0.9631 - val_loss: 0.2270 - val_auc: 0.9627 - 355ms/epoch - 3ms/step
Epoch 3315/10000
124/124 - 0s - loss: 0.2162 - auc: 0.9632 - val_loss: 0.2269 - val_auc: 0.9627 - 313ms/epoch - 3ms/step
Epoch 3316/10000
124/124 - 0s - loss: 0.2162 - auc: 0.9633 - val_loss: 0.2270 - val_auc: 0.9627 - 371ms/epoch - 3ms/step
Epoch 3317/10000
124/124 - 0s - loss: 0.2162 - auc: 0.9632 - val_loss: 0.2270 - val_auc: 0.9628 - 321ms/epoch - 3ms/step
Epoch 3318/10000
124/124 - 0s - loss: 0.2163 - auc: 0.9630 - val_loss: 0.2270 - val_auc: 0.9627 - 326ms/epoch - 3ms/step
Epoch 3319/10000
124/124 - 0s - loss: 0.2161 - auc: 0.9633 - val_loss: 0.2271 - val_auc: 0.9628 - 373ms/epoch - 3ms/step
Epoch 3320/10000
124/124 - 0s - loss: 0.2161 - auc: 0.9632 - val_loss: 0.2270 - val_auc: 0.9629 - 375ms/epoch - 3ms/step
Epoch 3321/10000
124/124 - 0s - loss: 0.2161 - auc: 0.9632 - val_loss: 0.2270 - val_auc: 0.9627 - 321ms/epoch - 3ms/step
Epoch 3322/10000
124/124 - 0s - loss: 0.2161 - auc: 0.9632 - val_loss: 0.2270 - val_auc: 0.9629 - 324ms/epoch - 3ms/step
Epoch 3323/10000
124/124 - 0s - loss: 0.2162 - auc: 0.9632 - val_loss: 0.2269 - val_auc: 0.9627 - 355ms/epoch - 3ms/step
Epoch 3324/10000
124/124 - 0s - loss: 0.2161 - auc: 0.9631 - val_loss: 0.2270 - val_auc: 0.9628 - 322ms/epoch - 3ms/step
Epoch 3325/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9632 - val_loss: 0.2270 - val_auc: 0.9629 - 445ms/epoch - 4ms/step
Epoch 3326/10000
124/124 - 0s - loss: 0.2161 - auc: 0.9632 - val_loss: 0.2270 - val_auc: 0.9628 - 324ms/epoch - 3ms/step
Epoch 3327/10000
124/124 - 0s - loss: 0.2161 - auc: 0.9633 - val_loss: 0.2269 - val_auc: 0.9628 - 330ms/epoch - 3ms/step
Epoch 3328/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9634 - val_loss: 0.2271 - val_auc: 0.9628 - 370ms/epoch - 3ms/step
Epoch 3329/10000
124/124 - 0s - loss: 0.2161 - auc: 0.9634 - val_loss: 0.2271 - val_auc: 0.9628 - 339ms/epoch - 3ms/step
Epoch 3330/10000
124/124 - 0s - loss: 0.2161 - auc: 0.9633 - val_loss: 0.2269 - val_auc: 0.9628 - 359ms/epoch - 3ms/step
Epoch 3331/10000
124/124 - 0s - loss: 0.2161 - auc: 0.9632 - val_loss: 0.2271 - val_auc: 0.9628 - 317ms/epoch - 3ms/step
Epoch 3332/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9634 - val_loss: 0.2268 - val_auc: 0.9628 - 370ms/epoch - 3ms/step
Epoch 3333/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9632 - val_loss: 0.2268 - val_auc: 0.9627 - 338ms/epoch - 3ms/step
Epoch 3334/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9633 - val_loss: 0.2268 - val_auc: 0.9627 - 354ms/epoch - 3ms/step
Epoch 3335/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9633 - val_loss: 0.2268 - val_auc: 0.9627 - 309ms/epoch - 2ms/step
Epoch 3336/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9633 - val_loss: 0.2269 - val_auc: 0.9629 - 314ms/epoch - 3ms/step
Epoch 3337/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9634 - val_loss: 0.2268 - val_auc: 0.9629 - 317ms/epoch - 3ms/step
Epoch 3338/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9633 - val_loss: 0.2268 - val_auc: 0.9628 - 357ms/epoch - 3ms/step
Epoch 3339/10000
124/124 - 0s - loss: 0.2159 - auc: 0.9633 - val_loss: 0.2268 - val_auc: 0.9630 - 339ms/epoch - 3ms/step
Epoch 3340/10000
124/124 - 0s - loss: 0.2159 - auc: 0.9633 - val_loss: 0.2268 - val_auc: 0.9631 - 372ms/epoch - 3ms/step
Epoch 3341/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9633 - val_loss: 0.2269 - val_auc: 0.9630 - 325ms/epoch - 3ms/step
Epoch 3342/10000
124/124 - 0s - loss: 0.2159 - auc: 0.9633 - val_loss: 0.2267 - val_auc: 0.9628 - 364ms/epoch - 3ms/step
Epoch 3343/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9633 - val_loss: 0.2270 - val_auc: 0.9629 - 338ms/epoch - 3ms/step
Epoch 3344/10000
124/124 - 0s - loss: 0.2159 - auc: 0.9632 - val_loss: 0.2270 - val_auc: 0.9628 - 360ms/epoch - 3ms/step
Epoch 3345/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9634 - val_loss: 0.2268 - val_auc: 0.9629 - 326ms/epoch - 3ms/step
Epoch 3346/10000
124/124 - 0s - loss: 0.2159 - auc: 0.9633 - val_loss: 0.2268 - val_auc: 0.9629 - 353ms/epoch - 3ms/step
Epoch 3347/10000
124/124 - 0s - loss: 0.2158 - auc: 0.9634 - val_loss: 0.2269 - val_auc: 0.9629 - 321ms/epoch - 3ms/step
Epoch 3348/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9633 - val_loss: 0.2268 - val_auc: 0.9630 - 371ms/epoch - 3ms/step
Epoch 3349/10000
124/124 - 0s - loss: 0.2159 - auc: 0.9633 - val_loss: 0.2267 - val_auc: 0.9628 - 324ms/epoch - 3ms/step
Epoch 3350/10000
124/124 - 0s - loss: 0.2159 - auc: 0.9633 - val_loss: 0.2268 - val_auc: 0.9629 - 323ms/epoch - 3ms/step
Epoch 3351/10000
124/124 - 0s - loss: 0.2159 - auc: 0.9634 - val_loss: 0.2268 - val_auc: 0.9630 - 364ms/epoch - 3ms/step
Epoch 3352/10000
124/124 - 0s - loss: 0.2159 - auc: 0.9633 - val_loss: 0.2268 - val_auc: 0.9630 - 319ms/epoch - 3ms/step
Epoch 3353/10000
124/124 - 0s - loss: 0.2160 - auc: 0.9634 - val_loss: 0.2269 - val_auc: 0.9629 - 317ms/epoch - 3ms/step
Epoch 3354/10000
124/124 - 0s - loss: 0.2158 - auc: 0.9633 - val_loss: 0.2268 - val_auc: 0.9629 - 353ms/epoch - 3ms/step
Epoch 3355/10000
124/124 - 0s - loss: 0.2158 - auc: 0.9634 - val_loss: 0.2267 - val_auc: 0.9628 - 309ms/epoch - 2ms/step
Epoch 3356/10000
124/124 - 0s - loss: 0.2158 - auc: 0.9633 - val_loss: 0.2268 - val_auc: 0.9628 - 314ms/epoch - 3ms/step
Epoch 3357/10000
124/124 - 0s - loss: 0.2158 - auc: 0.9634 - val_loss: 0.2268 - val_auc: 0.9629 - 313ms/epoch - 3ms/step
Epoch 3358/10000
124/124 - 0s - loss: 0.2159 - auc: 0.9633 - val_loss: 0.2268 - val_auc: 0.9629 - 366ms/epoch - 3ms/step
Epoch 3359/10000
124/124 - 0s - loss: 0.2158 - auc: 0.9634 - val_loss: 0.2267 - val_auc: 0.9630 - 321ms/epoch - 3ms/step
Epoch 3360/10000
124/124 - 0s - loss: 0.2158 - auc: 0.9633 - val_loss: 0.2266 - val_auc: 0.9629 - 349ms/epoch - 3ms/step
Epoch 3361/10000
124/124 - 0s - loss: 0.2157 - auc: 0.9633 - val_loss: 0.2267 - val_auc: 0.9628 - 312ms/epoch - 3ms/step
Epoch 3362/10000
124/124 - 0s - loss: 0.2158 - auc: 0.9635 - val_loss: 0.2266 - val_auc: 0.9629 - 325ms/epoch - 3ms/step
Epoch 3363/10000
124/124 - 0s - loss: 0.2157 - auc: 0.9633 - val_loss: 0.2266 - val_auc: 0.9628 - 376ms/epoch - 3ms/step
Epoch 3364/10000
124/124 - 0s - loss: 0.2158 - auc: 0.9633 - val_loss: 0.2267 - val_auc: 0.9630 - 321ms/epoch - 3ms/step
Epoch 3365/10000
124/124 - 0s - loss: 0.2158 - auc: 0.9633 - val_loss: 0.2267 - val_auc: 0.9629 - 365ms/epoch - 3ms/step
Epoch 3366/10000
124/124 - 0s - loss: 0.2158 - auc: 0.9633 - val_loss: 0.2267 - val_auc: 0.9628 - 314ms/epoch - 3ms/step
Epoch 3367/10000
124/124 - 0s - loss: 0.2157 - auc: 0.9634 - val_loss: 0.2267 - val_auc: 0.9629 - 325ms/epoch - 3ms/step
Epoch 3368/10000
124/124 - 0s - loss: 0.2158 - auc: 0.9633 - val_loss: 0.2268 - val_auc: 0.9629 - 375ms/epoch - 3ms/step
Epoch 3369/10000
124/124 - 0s - loss: 0.2158 - auc: 0.9633 - val_loss: 0.2267 - val_auc: 0.9628 - 382ms/epoch - 3ms/step
Epoch 3370/10000
124/124 - 1s - loss: 0.2158 - auc: 0.9633 - val_loss: 0.2267 - val_auc: 0.9629 - 502ms/epoch - 4ms/step
Epoch 3371/10000
124/124 - 0s - loss: 0.2157 - auc: 0.9634 - val_loss: 0.2266 - val_auc: 0.9628 - 424ms/epoch - 3ms/step
Epoch 3372/10000
124/124 - 0s - loss: 0.2157 - auc: 0.9634 - val_loss: 0.2266 - val_auc: 0.9630 - 364ms/epoch - 3ms/step
Epoch 3373/10000
124/124 - 0s - loss: 0.2157 - auc: 0.9635 - val_loss: 0.2266 - val_auc: 0.9630 - 316ms/epoch - 3ms/step
Epoch 3374/10000
124/124 - 0s - loss: 0.2156 - auc: 0.9634 - val_loss: 0.2266 - val_auc: 0.9628 - 323ms/epoch - 3ms/step
Epoch 3375/10000
124/124 - 0s - loss: 0.2157 - auc: 0.9633 - val_loss: 0.2265 - val_auc: 0.9630 - 361ms/epoch - 3ms/step
Epoch 3376/10000
124/124 - 0s - loss: 0.2157 - auc: 0.9634 - val_loss: 0.2266 - val_auc: 0.9629 - 314ms/epoch - 3ms/step
Epoch 3377/10000
124/124 - 0s - loss: 0.2156 - auc: 0.9633 - val_loss: 0.2266 - val_auc: 0.9628 - 363ms/epoch - 3ms/step
Epoch 3378/10000
124/124 - 0s - loss: 0.2157 - auc: 0.9634 - val_loss: 0.2266 - val_auc: 0.9629 - 314ms/epoch - 3ms/step
Epoch 3379/10000
124/124 - 0s - loss: 0.2156 - auc: 0.9634 - val_loss: 0.2266 - val_auc: 0.9629 - 320ms/epoch - 3ms/step
Epoch 3380/10000
124/124 - 0s - loss: 0.2156 - auc: 0.9634 - val_loss: 0.2265 - val_auc: 0.9630 - 365ms/epoch - 3ms/step
Epoch 3381/10000
124/124 - 0s - loss: 0.2157 - auc: 0.9635 - val_loss: 0.2266 - val_auc: 0.9631 - 319ms/epoch - 3ms/step
Epoch 3382/10000
124/124 - 0s - loss: 0.2156 - auc: 0.9635 - val_loss: 0.2265 - val_auc: 0.9630 - 325ms/epoch - 3ms/step
Epoch 3383/10000
124/124 - 0s - loss: 0.2156 - auc: 0.9634 - val_loss: 0.2266 - val_auc: 0.9629 - 362ms/epoch - 3ms/step
Epoch 3384/10000
124/124 - 0s - loss: 0.2156 - auc: 0.9637 - val_loss: 0.2266 - val_auc: 0.9631 - 318ms/epoch - 3ms/step
Epoch 3385/10000
124/124 - 0s - loss: 0.2156 - auc: 0.9634 - val_loss: 0.2266 - val_auc: 0.9630 - 362ms/epoch - 3ms/step
Epoch 3386/10000
124/124 - 0s - loss: 0.2157 - auc: 0.9633 - val_loss: 0.2266 - val_auc: 0.9630 - 317ms/epoch - 3ms/step
Epoch 3387/10000
124/124 - 0s - loss: 0.2156 - auc: 0.9634 - val_loss: 0.2266 - val_auc: 0.9631 - 379ms/epoch - 3ms/step
Epoch 3388/10000
124/124 - 0s - loss: 0.2155 - auc: 0.9634 - val_loss: 0.2265 - val_auc: 0.9630 - 330ms/epoch - 3ms/step
Epoch 3389/10000
124/124 - 0s - loss: 0.2155 - auc: 0.9634 - val_loss: 0.2264 - val_auc: 0.9629 - 384ms/epoch - 3ms/step
Epoch 3390/10000
124/124 - 0s - loss: 0.2156 - auc: 0.9634 - val_loss: 0.2265 - val_auc: 0.9629 - 332ms/epoch - 3ms/step
Epoch 3391/10000
124/124 - 0s - loss: 0.2155 - auc: 0.9634 - val_loss: 0.2264 - val_auc: 0.9629 - 376ms/epoch - 3ms/step
Epoch 3392/10000
124/124 - 0s - loss: 0.2157 - auc: 0.9634 - val_loss: 0.2265 - val_auc: 0.9632 - 386ms/epoch - 3ms/step
Epoch 3393/10000
124/124 - 0s - loss: 0.2155 - auc: 0.9636 - val_loss: 0.2264 - val_auc: 0.9630 - 379ms/epoch - 3ms/step
Epoch 3394/10000
124/124 - 0s - loss: 0.2156 - auc: 0.9634 - val_loss: 0.2265 - val_auc: 0.9630 - 328ms/epoch - 3ms/step
Epoch 3395/10000
124/124 - 0s - loss: 0.2155 - auc: 0.9635 - val_loss: 0.2264 - val_auc: 0.9630 - 364ms/epoch - 3ms/step
Epoch 3396/10000
124/124 - 0s - loss: 0.2156 - auc: 0.9634 - val_loss: 0.2265 - val_auc: 0.9630 - 314ms/epoch - 3ms/step
Epoch 3397/10000
124/124 - 0s - loss: 0.2155 - auc: 0.9635 - val_loss: 0.2265 - val_auc: 0.9631 - 312ms/epoch - 3ms/step
Epoch 3398/10000
124/124 - 0s - loss: 0.2156 - auc: 0.9634 - val_loss: 0.2264 - val_auc: 0.9631 - 319ms/epoch - 3ms/step
Epoch 3399/10000
124/124 - 0s - loss: 0.2155 - auc: 0.9634 - val_loss: 0.2264 - val_auc: 0.9628 - 362ms/epoch - 3ms/step
Epoch 3400/10000
124/124 - 0s - loss: 0.2155 - auc: 0.9634 - val_loss: 0.2264 - val_auc: 0.9630 - 311ms/epoch - 3ms/step
Epoch 3401/10000
124/124 - 0s - loss: 0.2155 - auc: 0.9635 - val_loss: 0.2264 - val_auc: 0.9630 - 319ms/epoch - 3ms/step
Epoch 3402/10000
124/124 - 0s - loss: 0.2155 - auc: 0.9634 - val_loss: 0.2266 - val_auc: 0.9630 - 351ms/epoch - 3ms/step
Epoch 3403/10000
124/124 - 0s - loss: 0.2154 - auc: 0.9636 - val_loss: 0.2264 - val_auc: 0.9631 - 319ms/epoch - 3ms/step
Epoch 3404/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9634 - val_loss: 0.2265 - val_auc: 0.9631 - 322ms/epoch - 3ms/step
Epoch 3405/10000
124/124 - 0s - loss: 0.2154 - auc: 0.9635 - val_loss: 0.2264 - val_auc: 0.9631 - 356ms/epoch - 3ms/step
Epoch 3406/10000
124/124 - 0s - loss: 0.2154 - auc: 0.9635 - val_loss: 0.2264 - val_auc: 0.9631 - 318ms/epoch - 3ms/step
Epoch 3407/10000
124/124 - 0s - loss: 0.2155 - auc: 0.9634 - val_loss: 0.2264 - val_auc: 0.9629 - 324ms/epoch - 3ms/step
Epoch 3408/10000
124/124 - 0s - loss: 0.2154 - auc: 0.9635 - val_loss: 0.2263 - val_auc: 0.9630 - 363ms/epoch - 3ms/step
Epoch 3409/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9636 - val_loss: 0.2263 - val_auc: 0.9632 - 332ms/epoch - 3ms/step
Epoch 3410/10000
124/124 - 0s - loss: 0.2154 - auc: 0.9636 - val_loss: 0.2264 - val_auc: 0.9630 - 366ms/epoch - 3ms/step
Epoch 3411/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9634 - val_loss: 0.2264 - val_auc: 0.9631 - 329ms/epoch - 3ms/step
Epoch 3412/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9635 - val_loss: 0.2264 - val_auc: 0.9631 - 367ms/epoch - 3ms/step
Epoch 3413/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9636 - val_loss: 0.2263 - val_auc: 0.9629 - 380ms/epoch - 3ms/step
Epoch 3414/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9635 - val_loss: 0.2264 - val_auc: 0.9631 - 327ms/epoch - 3ms/step
Epoch 3415/10000
124/124 - 0s - loss: 0.2154 - auc: 0.9634 - val_loss: 0.2263 - val_auc: 0.9631 - 443ms/epoch - 4ms/step
Epoch 3416/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9636 - val_loss: 0.2264 - val_auc: 0.9631 - 325ms/epoch - 3ms/step
Epoch 3417/10000
124/124 - 0s - loss: 0.2154 - auc: 0.9635 - val_loss: 0.2263 - val_auc: 0.9631 - 322ms/epoch - 3ms/step
Epoch 3418/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9635 - val_loss: 0.2262 - val_auc: 0.9630 - 372ms/epoch - 3ms/step
Epoch 3419/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9636 - val_loss: 0.2263 - val_auc: 0.9630 - 354ms/epoch - 3ms/step
Epoch 3420/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9636 - val_loss: 0.2262 - val_auc: 0.9630 - 332ms/epoch - 3ms/step
Epoch 3421/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9635 - val_loss: 0.2263 - val_auc: 0.9631 - 386ms/epoch - 3ms/step
Epoch 3422/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9636 - val_loss: 0.2262 - val_auc: 0.9630 - 332ms/epoch - 3ms/step
Epoch 3423/10000
124/124 - 0s - loss: 0.2152 - auc: 0.9636 - val_loss: 0.2263 - val_auc: 0.9632 - 362ms/epoch - 3ms/step
Epoch 3424/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9637 - val_loss: 0.2262 - val_auc: 0.9631 - 318ms/epoch - 3ms/step
Epoch 3425/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9635 - val_loss: 0.2263 - val_auc: 0.9631 - 362ms/epoch - 3ms/step
Epoch 3426/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9636 - val_loss: 0.2262 - val_auc: 0.9631 - 317ms/epoch - 3ms/step
Epoch 3427/10000
124/124 - 0s - loss: 0.2152 - auc: 0.9636 - val_loss: 0.2263 - val_auc: 0.9631 - 321ms/epoch - 3ms/step
Epoch 3428/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9634 - val_loss: 0.2262 - val_auc: 0.9630 - 361ms/epoch - 3ms/step
Epoch 3429/10000
124/124 - 0s - loss: 0.2152 - auc: 0.9636 - val_loss: 0.2264 - val_auc: 0.9631 - 329ms/epoch - 3ms/step
Epoch 3430/10000
124/124 - 0s - loss: 0.2152 - auc: 0.9635 - val_loss: 0.2264 - val_auc: 0.9632 - 382ms/epoch - 3ms/step
Epoch 3431/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9635 - val_loss: 0.2263 - val_auc: 0.9632 - 378ms/epoch - 3ms/step
Epoch 3432/10000
124/124 - 0s - loss: 0.2151 - auc: 0.9636 - val_loss: 0.2262 - val_auc: 0.9631 - 340ms/epoch - 3ms/step
Epoch 3433/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9635 - val_loss: 0.2263 - val_auc: 0.9631 - 369ms/epoch - 3ms/step
Epoch 3434/10000
124/124 - 0s - loss: 0.2152 - auc: 0.9635 - val_loss: 0.2262 - val_auc: 0.9631 - 332ms/epoch - 3ms/step
Epoch 3435/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9636 - val_loss: 0.2262 - val_auc: 0.9631 - 367ms/epoch - 3ms/step
Epoch 3436/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9635 - val_loss: 0.2263 - val_auc: 0.9631 - 381ms/epoch - 3ms/step
Epoch 3437/10000
124/124 - 0s - loss: 0.2151 - auc: 0.9635 - val_loss: 0.2262 - val_auc: 0.9632 - 338ms/epoch - 3ms/step
Epoch 3438/10000
124/124 - 0s - loss: 0.2152 - auc: 0.9638 - val_loss: 0.2263 - val_auc: 0.9632 - 364ms/epoch - 3ms/step
Epoch 3439/10000
124/124 - 0s - loss: 0.2152 - auc: 0.9634 - val_loss: 0.2262 - val_auc: 0.9632 - 331ms/epoch - 3ms/step
Epoch 3440/10000
124/124 - 0s - loss: 0.2151 - auc: 0.9637 - val_loss: 0.2262 - val_auc: 0.9632 - 361ms/epoch - 3ms/step
Epoch 3441/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9634 - val_loss: 0.2263 - val_auc: 0.9631 - 317ms/epoch - 3ms/step
Epoch 3442/10000
124/124 - 0s - loss: 0.2151 - auc: 0.9637 - val_loss: 0.2262 - val_auc: 0.9632 - 323ms/epoch - 3ms/step
Epoch 3443/10000
124/124 - 0s - loss: 0.2153 - auc: 0.9637 - val_loss: 0.2261 - val_auc: 0.9632 - 355ms/epoch - 3ms/step
Epoch 3444/10000
124/124 - 0s - loss: 0.2151 - auc: 0.9636 - val_loss: 0.2261 - val_auc: 0.9632 - 333ms/epoch - 3ms/step
Epoch 3445/10000
124/124 - 0s - loss: 0.2151 - auc: 0.9637 - val_loss: 0.2261 - val_auc: 0.9633 - 371ms/epoch - 3ms/step
Epoch 3446/10000
124/124 - 0s - loss: 0.2152 - auc: 0.9636 - val_loss: 0.2262 - val_auc: 0.9632 - 333ms/epoch - 3ms/step
Epoch 3447/10000
124/124 - 0s - loss: 0.2152 - auc: 0.9634 - val_loss: 0.2261 - val_auc: 0.9631 - 364ms/epoch - 3ms/step
Epoch 3448/10000
124/124 - 0s - loss: 0.2152 - auc: 0.9636 - val_loss: 0.2262 - val_auc: 0.9632 - 391ms/epoch - 3ms/step
Epoch 3449/10000
124/124 - 0s - loss: 0.2151 - auc: 0.9637 - val_loss: 0.2263 - val_auc: 0.9632 - 326ms/epoch - 3ms/step
Epoch 3450/10000
124/124 - 0s - loss: 0.2151 - auc: 0.9637 - val_loss: 0.2261 - val_auc: 0.9631 - 369ms/epoch - 3ms/step
Epoch 3451/10000
124/124 - 0s - loss: 0.2150 - auc: 0.9636 - val_loss: 0.2261 - val_auc: 0.9633 - 319ms/epoch - 3ms/step
Epoch 3452/10000
124/124 - 0s - loss: 0.2152 - auc: 0.9636 - val_loss: 0.2263 - val_auc: 0.9631 - 367ms/epoch - 3ms/step
Epoch 3453/10000
124/124 - 0s - loss: 0.2151 - auc: 0.9637 - val_loss: 0.2262 - val_auc: 0.9632 - 320ms/epoch - 3ms/step
Epoch 3454/10000
124/124 - 0s - loss: 0.2150 - auc: 0.9637 - val_loss: 0.2260 - val_auc: 0.9632 - 379ms/epoch - 3ms/step
Epoch 3455/10000
124/124 - 0s - loss: 0.2150 - auc: 0.9637 - val_loss: 0.2260 - val_auc: 0.9632 - 341ms/epoch - 3ms/step
Epoch 3456/10000
124/124 - 0s - loss: 0.2151 - auc: 0.9636 - val_loss: 0.2260 - val_auc: 0.9633 - 391ms/epoch - 3ms/step
Epoch 3457/10000
124/124 - 0s - loss: 0.2150 - auc: 0.9636 - val_loss: 0.2261 - val_auc: 0.9633 - 386ms/epoch - 3ms/step
Epoch 3458/10000
124/124 - 0s - loss: 0.2152 - auc: 0.9635 - val_loss: 0.2262 - val_auc: 0.9632 - 379ms/epoch - 3ms/step
Epoch 3459/10000
124/124 - 0s - loss: 0.2150 - auc: 0.9635 - val_loss: 0.2261 - val_auc: 0.9632 - 332ms/epoch - 3ms/step
Epoch 3460/10000
124/124 - 0s - loss: 0.2150 - auc: 0.9637 - val_loss: 0.2261 - val_auc: 0.9632 - 378ms/epoch - 3ms/step
Epoch 3461/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9637 - val_loss: 0.2263 - val_auc: 0.9632 - 380ms/epoch - 3ms/step
Epoch 3462/10000
124/124 - 0s - loss: 0.2151 - auc: 0.9637 - val_loss: 0.2262 - val_auc: 0.9633 - 347ms/epoch - 3ms/step
Epoch 3463/10000
124/124 - 0s - loss: 0.2150 - auc: 0.9637 - val_loss: 0.2261 - val_auc: 0.9633 - 368ms/epoch - 3ms/step
Epoch 3464/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9637 - val_loss: 0.2261 - val_auc: 0.9631 - 383ms/epoch - 3ms/step
Epoch 3465/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9637 - val_loss: 0.2261 - val_auc: 0.9633 - 388ms/epoch - 3ms/step
Epoch 3466/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9638 - val_loss: 0.2261 - val_auc: 0.9632 - 329ms/epoch - 3ms/step
Epoch 3467/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9639 - val_loss: 0.2261 - val_auc: 0.9633 - 384ms/epoch - 3ms/step
Epoch 3468/10000
124/124 - 0s - loss: 0.2150 - auc: 0.9637 - val_loss: 0.2263 - val_auc: 0.9632 - 388ms/epoch - 3ms/step
Epoch 3469/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9637 - val_loss: 0.2261 - val_auc: 0.9632 - 389ms/epoch - 3ms/step
Epoch 3470/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9636 - val_loss: 0.2260 - val_auc: 0.9631 - 346ms/epoch - 3ms/step
Epoch 3471/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9637 - val_loss: 0.2261 - val_auc: 0.9632 - 377ms/epoch - 3ms/step
Epoch 3472/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9638 - val_loss: 0.2261 - val_auc: 0.9632 - 376ms/epoch - 3ms/step
Epoch 3473/10000
124/124 - 0s - loss: 0.2150 - auc: 0.9638 - val_loss: 0.2259 - val_auc: 0.9633 - 327ms/epoch - 3ms/step
Epoch 3474/10000
124/124 - 0s - loss: 0.2150 - auc: 0.9636 - val_loss: 0.2260 - val_auc: 0.9633 - 374ms/epoch - 3ms/step
Epoch 3475/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9636 - val_loss: 0.2260 - val_auc: 0.9633 - 386ms/epoch - 3ms/step
Epoch 3476/10000
124/124 - 0s - loss: 0.2148 - auc: 0.9637 - val_loss: 0.2262 - val_auc: 0.9632 - 333ms/epoch - 3ms/step
Epoch 3477/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9636 - val_loss: 0.2259 - val_auc: 0.9633 - 369ms/epoch - 3ms/step
Epoch 3478/10000
124/124 - 0s - loss: 0.2148 - auc: 0.9637 - val_loss: 0.2260 - val_auc: 0.9633 - 318ms/epoch - 3ms/step
Epoch 3479/10000
124/124 - 0s - loss: 0.2148 - auc: 0.9638 - val_loss: 0.2258 - val_auc: 0.9633 - 325ms/epoch - 3ms/step
Epoch 3480/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9637 - val_loss: 0.2258 - val_auc: 0.9634 - 359ms/epoch - 3ms/step
Epoch 3481/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9637 - val_loss: 0.2259 - val_auc: 0.9633 - 330ms/epoch - 3ms/step
Epoch 3482/10000
124/124 - 0s - loss: 0.2148 - auc: 0.9637 - val_loss: 0.2258 - val_auc: 0.9633 - 356ms/epoch - 3ms/step
Epoch 3483/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9638 - val_loss: 0.2259 - val_auc: 0.9633 - 314ms/epoch - 3ms/step
Epoch 3484/10000
124/124 - 0s - loss: 0.2148 - auc: 0.9639 - val_loss: 0.2262 - val_auc: 0.9632 - 320ms/epoch - 3ms/step
Epoch 3485/10000
124/124 - 0s - loss: 0.2148 - auc: 0.9638 - val_loss: 0.2258 - val_auc: 0.9632 - 351ms/epoch - 3ms/step
Epoch 3486/10000
124/124 - 0s - loss: 0.2148 - auc: 0.9639 - val_loss: 0.2258 - val_auc: 0.9633 - 325ms/epoch - 3ms/step
Epoch 3487/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9638 - val_loss: 0.2260 - val_auc: 0.9633 - 372ms/epoch - 3ms/step
Epoch 3488/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9639 - val_loss: 0.2258 - val_auc: 0.9633 - 320ms/epoch - 3ms/step
Epoch 3489/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9639 - val_loss: 0.2259 - val_auc: 0.9634 - 328ms/epoch - 3ms/step
Epoch 3490/10000
124/124 - 0s - loss: 0.2148 - auc: 0.9637 - val_loss: 0.2259 - val_auc: 0.9633 - 358ms/epoch - 3ms/step
Epoch 3491/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9637 - val_loss: 0.2258 - val_auc: 0.9633 - 318ms/epoch - 3ms/step
Epoch 3492/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9638 - val_loss: 0.2259 - val_auc: 0.9634 - 365ms/epoch - 3ms/step
Epoch 3493/10000
124/124 - 0s - loss: 0.2148 - auc: 0.9638 - val_loss: 0.2259 - val_auc: 0.9633 - 323ms/epoch - 3ms/step
Epoch 3494/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9638 - val_loss: 0.2259 - val_auc: 0.9634 - 328ms/epoch - 3ms/step
Epoch 3495/10000
124/124 - 0s - loss: 0.2146 - auc: 0.9638 - val_loss: 0.2259 - val_auc: 0.9633 - 326ms/epoch - 3ms/step
Epoch 3496/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9636 - val_loss: 0.2259 - val_auc: 0.9632 - 371ms/epoch - 3ms/step
Epoch 3497/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9638 - val_loss: 0.2261 - val_auc: 0.9632 - 317ms/epoch - 3ms/step
Epoch 3498/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9639 - val_loss: 0.2257 - val_auc: 0.9633 - 325ms/epoch - 3ms/step
Epoch 3499/10000
124/124 - 0s - loss: 0.2146 - auc: 0.9637 - val_loss: 0.2257 - val_auc: 0.9634 - 364ms/epoch - 3ms/step
Epoch 3500/10000
124/124 - 0s - loss: 0.2149 - auc: 0.9636 - val_loss: 0.2259 - val_auc: 0.9634 - 341ms/epoch - 3ms/step
Epoch 3501/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9638 - val_loss: 0.2258 - val_auc: 0.9633 - 364ms/epoch - 3ms/step
Epoch 3502/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9638 - val_loss: 0.2258 - val_auc: 0.9633 - 381ms/epoch - 3ms/step
Epoch 3503/10000
124/124 - 0s - loss: 0.2146 - auc: 0.9638 - val_loss: 0.2260 - val_auc: 0.9633 - 337ms/epoch - 3ms/step
Epoch 3504/10000
124/124 - 0s - loss: 0.2146 - auc: 0.9639 - val_loss: 0.2258 - val_auc: 0.9633 - 385ms/epoch - 3ms/step
Epoch 3505/10000
124/124 - 0s - loss: 0.2146 - auc: 0.9640 - val_loss: 0.2257 - val_auc: 0.9634 - 374ms/epoch - 3ms/step
Epoch 3506/10000
124/124 - 0s - loss: 0.2146 - auc: 0.9640 - val_loss: 0.2257 - val_auc: 0.9633 - 334ms/epoch - 3ms/step
Epoch 3507/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9638 - val_loss: 0.2257 - val_auc: 0.9633 - 371ms/epoch - 3ms/step
Epoch 3508/10000
124/124 - 0s - loss: 0.2146 - auc: 0.9638 - val_loss: 0.2259 - val_auc: 0.9634 - 319ms/epoch - 3ms/step
Epoch 3509/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9638 - val_loss: 0.2259 - val_auc: 0.9634 - 364ms/epoch - 3ms/step
Epoch 3510/10000
124/124 - 0s - loss: 0.2147 - auc: 0.9637 - val_loss: 0.2260 - val_auc: 0.9633 - 322ms/epoch - 3ms/step
Epoch 3511/10000
124/124 - 0s - loss: 0.2145 - auc: 0.9640 - val_loss: 0.2257 - val_auc: 0.9634 - 369ms/epoch - 3ms/step
Epoch 3512/10000
124/124 - 0s - loss: 0.2146 - auc: 0.9638 - val_loss: 0.2257 - val_auc: 0.9633 - 324ms/epoch - 3ms/step
Epoch 3513/10000
124/124 - 0s - loss: 0.2145 - auc: 0.9639 - val_loss: 0.2257 - val_auc: 0.9634 - 327ms/epoch - 3ms/step
Epoch 3514/10000
124/124 - 0s - loss: 0.2145 - auc: 0.9639 - val_loss: 0.2258 - val_auc: 0.9634 - 347ms/epoch - 3ms/step
Epoch 3515/10000
124/124 - 0s - loss: 0.2145 - auc: 0.9638 - val_loss: 0.2257 - val_auc: 0.9633 - 365ms/epoch - 3ms/step
Epoch 3516/10000
124/124 - 0s - loss: 0.2145 - auc: 0.9639 - val_loss: 0.2257 - val_auc: 0.9633 - 338ms/epoch - 3ms/step
Epoch 3517/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9640 - val_loss: 0.2256 - val_auc: 0.9634 - 363ms/epoch - 3ms/step
Epoch 3518/10000
124/124 - 0s - loss: 0.2145 - auc: 0.9638 - val_loss: 0.2257 - val_auc: 0.9634 - 334ms/epoch - 3ms/step
Epoch 3519/10000
124/124 - 0s - loss: 0.2145 - auc: 0.9640 - val_loss: 0.2258 - val_auc: 0.9634 - 364ms/epoch - 3ms/step
Epoch 3520/10000
124/124 - 0s - loss: 0.2146 - auc: 0.9640 - val_loss: 0.2257 - val_auc: 0.9634 - 327ms/epoch - 3ms/step
Epoch 3521/10000
124/124 - 0s - loss: 0.2145 - auc: 0.9638 - val_loss: 0.2258 - val_auc: 0.9634 - 356ms/epoch - 3ms/step
Epoch 3522/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9638 - val_loss: 0.2257 - val_auc: 0.9634 - 328ms/epoch - 3ms/step
Epoch 3523/10000
124/124 - 0s - loss: 0.2146 - auc: 0.9638 - val_loss: 0.2256 - val_auc: 0.9634 - 365ms/epoch - 3ms/step
Epoch 3524/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9640 - val_loss: 0.2258 - val_auc: 0.9633 - 328ms/epoch - 3ms/step
Epoch 3525/10000
124/124 - 0s - loss: 0.2145 - auc: 0.9639 - val_loss: 0.2257 - val_auc: 0.9634 - 386ms/epoch - 3ms/step
Epoch 3526/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9639 - val_loss: 0.2256 - val_auc: 0.9635 - 379ms/epoch - 3ms/step
Epoch 3527/10000
124/124 - 0s - loss: 0.2145 - auc: 0.9638 - val_loss: 0.2256 - val_auc: 0.9634 - 324ms/epoch - 3ms/step
Epoch 3528/10000
124/124 - 0s - loss: 0.2145 - auc: 0.9638 - val_loss: 0.2256 - val_auc: 0.9633 - 381ms/epoch - 3ms/step
Epoch 3529/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9639 - val_loss: 0.2258 - val_auc: 0.9634 - 335ms/epoch - 3ms/step
Epoch 3530/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9639 - val_loss: 0.2255 - val_auc: 0.9635 - 373ms/epoch - 3ms/step
Epoch 3531/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9638 - val_loss: 0.2256 - val_auc: 0.9634 - 378ms/epoch - 3ms/step
Epoch 3532/10000
124/124 - 0s - loss: 0.2145 - auc: 0.9637 - val_loss: 0.2255 - val_auc: 0.9634 - 388ms/epoch - 3ms/step
Epoch 3533/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9639 - val_loss: 0.2256 - val_auc: 0.9634 - 329ms/epoch - 3ms/step
Epoch 3534/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9637 - val_loss: 0.2257 - val_auc: 0.9634 - 366ms/epoch - 3ms/step
Epoch 3535/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9640 - val_loss: 0.2256 - val_auc: 0.9634 - 326ms/epoch - 3ms/step
Epoch 3536/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9639 - val_loss: 0.2256 - val_auc: 0.9635 - 326ms/epoch - 3ms/step
Epoch 3537/10000
124/124 - 0s - loss: 0.2143 - auc: 0.9639 - val_loss: 0.2256 - val_auc: 0.9635 - 318ms/epoch - 3ms/step
Epoch 3538/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9639 - val_loss: 0.2255 - val_auc: 0.9635 - 322ms/epoch - 3ms/step
Epoch 3539/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9639 - val_loss: 0.2256 - val_auc: 0.9633 - 362ms/epoch - 3ms/step
Epoch 3540/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9639 - val_loss: 0.2255 - val_auc: 0.9634 - 316ms/epoch - 3ms/step
Epoch 3541/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9640 - val_loss: 0.2255 - val_auc: 0.9635 - 325ms/epoch - 3ms/step
Epoch 3542/10000
124/124 - 0s - loss: 0.2143 - auc: 0.9640 - val_loss: 0.2257 - val_auc: 0.9634 - 361ms/epoch - 3ms/step
Epoch 3543/10000
124/124 - 0s - loss: 0.2143 - auc: 0.9640 - val_loss: 0.2256 - val_auc: 0.9634 - 329ms/epoch - 3ms/step
Epoch 3544/10000
124/124 - 0s - loss: 0.2143 - auc: 0.9640 - val_loss: 0.2256 - val_auc: 0.9635 - 366ms/epoch - 3ms/step
Epoch 3545/10000
124/124 - 0s - loss: 0.2144 - auc: 0.9639 - val_loss: 0.2256 - val_auc: 0.9635 - 385ms/epoch - 3ms/step
Epoch 3546/10000
124/124 - 0s - loss: 0.2142 - auc: 0.9639 - val_loss: 0.2255 - val_auc: 0.9635 - 344ms/epoch - 3ms/step
Epoch 3547/10000
124/124 - 0s - loss: 0.2143 - auc: 0.9639 - val_loss: 0.2255 - val_auc: 0.9635 - 383ms/epoch - 3ms/step
Epoch 3548/10000
124/124 - 0s - loss: 0.2143 - auc: 0.9641 - val_loss: 0.2254 - val_auc: 0.9636 - 371ms/epoch - 3ms/step
Epoch 3549/10000
124/124 - 0s - loss: 0.2142 - auc: 0.9640 - val_loss: 0.2257 - val_auc: 0.9635 - 319ms/epoch - 3ms/step
Epoch 3550/10000
124/124 - 0s - loss: 0.2143 - auc: 0.9640 - val_loss: 0.2255 - val_auc: 0.9635 - 375ms/epoch - 3ms/step
Epoch 3551/10000
124/124 - 0s - loss: 0.2142 - auc: 0.9640 - val_loss: 0.2255 - val_auc: 0.9635 - 323ms/epoch - 3ms/step
Epoch 3552/10000
124/124 - 0s - loss: 0.2143 - auc: 0.9642 - val_loss: 0.2254 - val_auc: 0.9635 - 368ms/epoch - 3ms/step
Epoch 3553/10000
124/124 - 0s - loss: 0.2142 - auc: 0.9640 - val_loss: 0.2256 - val_auc: 0.9634 - 330ms/epoch - 3ms/step
Epoch 3554/10000
124/124 - 0s - loss: 0.2143 - auc: 0.9639 - val_loss: 0.2255 - val_auc: 0.9636 - 369ms/epoch - 3ms/step
Epoch 3555/10000
124/124 - 0s - loss: 0.2142 - auc: 0.9640 - val_loss: 0.2256 - val_auc: 0.9635 - 321ms/epoch - 3ms/step
Epoch 3556/10000
124/124 - 0s - loss: 0.2142 - auc: 0.9639 - val_loss: 0.2255 - val_auc: 0.9636 - 372ms/epoch - 3ms/step
Epoch 3557/10000
124/124 - 0s - loss: 0.2142 - auc: 0.9641 - val_loss: 0.2255 - val_auc: 0.9636 - 325ms/epoch - 3ms/step
Epoch 3558/10000
124/124 - 0s - loss: 0.2142 - auc: 0.9640 - val_loss: 0.2255 - val_auc: 0.9635 - 375ms/epoch - 3ms/step
Epoch 3559/10000
124/124 - 0s - loss: 0.2143 - auc: 0.9641 - val_loss: 0.2254 - val_auc: 0.9635 - 317ms/epoch - 3ms/step
Epoch 3560/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9640 - val_loss: 0.2256 - val_auc: 0.9635 - 380ms/epoch - 3ms/step
Epoch 3561/10000
124/124 - 0s - loss: 0.2142 - auc: 0.9640 - val_loss: 0.2254 - val_auc: 0.9635 - 391ms/epoch - 3ms/step
Epoch 3562/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9641 - val_loss: 0.2255 - val_auc: 0.9635 - 329ms/epoch - 3ms/step
Epoch 3563/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9642 - val_loss: 0.2254 - val_auc: 0.9635 - 376ms/epoch - 3ms/step
Epoch 3564/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9640 - val_loss: 0.2254 - val_auc: 0.9635 - 315ms/epoch - 3ms/step
Epoch 3565/10000
124/124 - 0s - loss: 0.2142 - auc: 0.9638 - val_loss: 0.2254 - val_auc: 0.9635 - 321ms/epoch - 3ms/step
Epoch 3566/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9641 - val_loss: 0.2254 - val_auc: 0.9635 - 358ms/epoch - 3ms/step
Epoch 3567/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9640 - val_loss: 0.2255 - val_auc: 0.9635 - 319ms/epoch - 3ms/step
Epoch 3568/10000
124/124 - 0s - loss: 0.2142 - auc: 0.9642 - val_loss: 0.2254 - val_auc: 0.9635 - 368ms/epoch - 3ms/step
Epoch 3569/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9639 - val_loss: 0.2254 - val_auc: 0.9636 - 331ms/epoch - 3ms/step
Epoch 3570/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9638 - val_loss: 0.2253 - val_auc: 0.9636 - 383ms/epoch - 3ms/step
Epoch 3571/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9640 - val_loss: 0.2254 - val_auc: 0.9636 - 329ms/epoch - 3ms/step
Epoch 3572/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9641 - val_loss: 0.2255 - val_auc: 0.9636 - 360ms/epoch - 3ms/step
Epoch 3573/10000
124/124 - 0s - loss: 0.2142 - auc: 0.9640 - val_loss: 0.2253 - val_auc: 0.9636 - 323ms/epoch - 3ms/step
Epoch 3574/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9640 - val_loss: 0.2253 - val_auc: 0.9636 - 375ms/epoch - 3ms/step
Epoch 3575/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9640 - val_loss: 0.2254 - val_auc: 0.9635 - 323ms/epoch - 3ms/step
Epoch 3576/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9640 - val_loss: 0.2253 - val_auc: 0.9636 - 366ms/epoch - 3ms/step
Epoch 3577/10000
124/124 - 0s - loss: 0.2140 - auc: 0.9640 - val_loss: 0.2253 - val_auc: 0.9635 - 328ms/epoch - 3ms/step
Epoch 3578/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9640 - val_loss: 0.2253 - val_auc: 0.9635 - 375ms/epoch - 3ms/step
Epoch 3579/10000
124/124 - 0s - loss: 0.2140 - auc: 0.9641 - val_loss: 0.2253 - val_auc: 0.9636 - 332ms/epoch - 3ms/step
Epoch 3580/10000
124/124 - 0s - loss: 0.2140 - auc: 0.9640 - val_loss: 0.2253 - val_auc: 0.9637 - 371ms/epoch - 3ms/step
Epoch 3581/10000
124/124 - 0s - loss: 0.2142 - auc: 0.9639 - val_loss: 0.2254 - val_auc: 0.9637 - 388ms/epoch - 3ms/step
Epoch 3582/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9640 - val_loss: 0.2253 - val_auc: 0.9636 - 392ms/epoch - 3ms/step
Epoch 3583/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9640 - val_loss: 0.2256 - val_auc: 0.9635 - 396ms/epoch - 3ms/step
Epoch 3584/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9639 - val_loss: 0.2253 - val_auc: 0.9636 - 352ms/epoch - 3ms/step
Epoch 3585/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9641 - val_loss: 0.2253 - val_auc: 0.9635 - 373ms/epoch - 3ms/step
Epoch 3586/10000
124/124 - 0s - loss: 0.2140 - auc: 0.9641 - val_loss: 0.2253 - val_auc: 0.9635 - 381ms/epoch - 3ms/step
Epoch 3587/10000
124/124 - 0s - loss: 0.2140 - auc: 0.9641 - val_loss: 0.2253 - val_auc: 0.9635 - 375ms/epoch - 3ms/step
Epoch 3588/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9640 - val_loss: 0.2253 - val_auc: 0.9636 - 342ms/epoch - 3ms/step
Epoch 3589/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9641 - val_loss: 0.2252 - val_auc: 0.9636 - 388ms/epoch - 3ms/step
Epoch 3590/10000
124/124 - 0s - loss: 0.2141 - auc: 0.9640 - val_loss: 0.2254 - val_auc: 0.9636 - 376ms/epoch - 3ms/step
Epoch 3591/10000
124/124 - 0s - loss: 0.2140 - auc: 0.9640 - val_loss: 0.2255 - val_auc: 0.9635 - 322ms/epoch - 3ms/step
Epoch 3592/10000
124/124 - 0s - loss: 0.2140 - auc: 0.9640 - val_loss: 0.2253 - val_auc: 0.9637 - 373ms/epoch - 3ms/step
Epoch 3593/10000
124/124 - 0s - loss: 0.2140 - auc: 0.9640 - val_loss: 0.2253 - val_auc: 0.9636 - 317ms/epoch - 3ms/step
Epoch 3594/10000
124/124 - 0s - loss: 0.2140 - auc: 0.9641 - val_loss: 0.2252 - val_auc: 0.9636 - 366ms/epoch - 3ms/step
Epoch 3595/10000
124/124 - 0s - loss: 0.2140 - auc: 0.9641 - val_loss: 0.2252 - val_auc: 0.9637 - 329ms/epoch - 3ms/step
Epoch 3596/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9641 - val_loss: 0.2252 - val_auc: 0.9636 - 386ms/epoch - 3ms/step
Epoch 3597/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9642 - val_loss: 0.2253 - val_auc: 0.9637 - 378ms/epoch - 3ms/step
Epoch 3598/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9642 - val_loss: 0.2251 - val_auc: 0.9637 - 333ms/epoch - 3ms/step
Epoch 3599/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9641 - val_loss: 0.2252 - val_auc: 0.9636 - 383ms/epoch - 3ms/step
Epoch 3600/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9641 - val_loss: 0.2251 - val_auc: 0.9636 - 324ms/epoch - 3ms/step
Epoch 3601/10000
124/124 - 0s - loss: 0.2138 - auc: 0.9640 - val_loss: 0.2252 - val_auc: 0.9636 - 361ms/epoch - 3ms/step
Epoch 3602/10000
124/124 - 0s - loss: 0.2138 - auc: 0.9640 - val_loss: 0.2252 - val_auc: 0.9636 - 323ms/epoch - 3ms/step
Epoch 3603/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9641 - val_loss: 0.2253 - val_auc: 0.9637 - 376ms/epoch - 3ms/step
Epoch 3604/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9641 - val_loss: 0.2252 - val_auc: 0.9636 - 315ms/epoch - 3ms/step
Epoch 3605/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9642 - val_loss: 0.2252 - val_auc: 0.9637 - 315ms/epoch - 3ms/step
Epoch 3606/10000
124/124 - 0s - loss: 0.2138 - auc: 0.9641 - val_loss: 0.2253 - val_auc: 0.9637 - 352ms/epoch - 3ms/step
Epoch 3607/10000
124/124 - 0s - loss: 0.2138 - auc: 0.9642 - val_loss: 0.2251 - val_auc: 0.9636 - 316ms/epoch - 3ms/step
Epoch 3608/10000
124/124 - 0s - loss: 0.2138 - auc: 0.9642 - val_loss: 0.2252 - val_auc: 0.9636 - 328ms/epoch - 3ms/step
Epoch 3609/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9642 - val_loss: 0.2252 - val_auc: 0.9638 - 352ms/epoch - 3ms/step
Epoch 3610/10000
124/124 - 0s - loss: 0.2138 - auc: 0.9642 - val_loss: 0.2253 - val_auc: 0.9636 - 316ms/epoch - 3ms/step
Epoch 3611/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9640 - val_loss: 0.2252 - val_auc: 0.9637 - 322ms/epoch - 3ms/step
Epoch 3612/10000
124/124 - 0s - loss: 0.2138 - auc: 0.9640 - val_loss: 0.2251 - val_auc: 0.9636 - 359ms/epoch - 3ms/step
Epoch 3613/10000
124/124 - 0s - loss: 0.2138 - auc: 0.9640 - val_loss: 0.2252 - val_auc: 0.9638 - 326ms/epoch - 3ms/step
Epoch 3614/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9642 - val_loss: 0.2251 - val_auc: 0.9636 - 319ms/epoch - 3ms/step
Epoch 3615/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9642 - val_loss: 0.2250 - val_auc: 0.9637 - 318ms/epoch - 3ms/step
Epoch 3616/10000
124/124 - 0s - loss: 0.2138 - auc: 0.9641 - val_loss: 0.2250 - val_auc: 0.9636 - 313ms/epoch - 3ms/step
Epoch 3617/10000
124/124 - 0s - loss: 0.2139 - auc: 0.9640 - val_loss: 0.2251 - val_auc: 0.9638 - 386ms/epoch - 3ms/step
Epoch 3618/10000
124/124 - 0s - loss: 0.2138 - auc: 0.9642 - val_loss: 0.2252 - val_auc: 0.9637 - 387ms/epoch - 3ms/step
Epoch 3619/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9642 - val_loss: 0.2250 - val_auc: 0.9637 - 337ms/epoch - 3ms/step
Epoch 3620/10000
124/124 - 0s - loss: 0.2138 - auc: 0.9642 - val_loss: 0.2250 - val_auc: 0.9638 - 368ms/epoch - 3ms/step
Epoch 3621/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9642 - val_loss: 0.2250 - val_auc: 0.9637 - 328ms/epoch - 3ms/step
Epoch 3622/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9641 - val_loss: 0.2251 - val_auc: 0.9637 - 350ms/epoch - 3ms/step
Epoch 3623/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9642 - val_loss: 0.2252 - val_auc: 0.9637 - 323ms/epoch - 3ms/step
Epoch 3624/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9642 - val_loss: 0.2252 - val_auc: 0.9637 - 320ms/epoch - 3ms/step
Epoch 3625/10000
124/124 - 0s - loss: 0.2138 - auc: 0.9641 - val_loss: 0.2251 - val_auc: 0.9637 - 353ms/epoch - 3ms/step
Epoch 3626/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9644 - val_loss: 0.2250 - val_auc: 0.9636 - 315ms/epoch - 3ms/step
Epoch 3627/10000
124/124 - 0s - loss: 0.2136 - auc: 0.9643 - val_loss: 0.2250 - val_auc: 0.9636 - 318ms/epoch - 3ms/step
Epoch 3628/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9641 - val_loss: 0.2252 - val_auc: 0.9636 - 357ms/epoch - 3ms/step
Epoch 3629/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9640 - val_loss: 0.2251 - val_auc: 0.9637 - 314ms/epoch - 3ms/step
Epoch 3630/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9642 - val_loss: 0.2250 - val_auc: 0.9637 - 323ms/epoch - 3ms/step
Epoch 3631/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9643 - val_loss: 0.2250 - val_auc: 0.9636 - 311ms/epoch - 3ms/step
Epoch 3632/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9641 - val_loss: 0.2250 - val_auc: 0.9637 - 315ms/epoch - 3ms/step
Epoch 3633/10000
124/124 - 0s - loss: 0.2136 - auc: 0.9641 - val_loss: 0.2253 - val_auc: 0.9637 - 317ms/epoch - 3ms/step
Epoch 3634/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9642 - val_loss: 0.2250 - val_auc: 0.9637 - 369ms/epoch - 3ms/step
Epoch 3635/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9641 - val_loss: 0.2250 - val_auc: 0.9637 - 325ms/epoch - 3ms/step
Epoch 3636/10000
124/124 - 0s - loss: 0.2136 - auc: 0.9643 - val_loss: 0.2249 - val_auc: 0.9637 - 374ms/epoch - 3ms/step
Epoch 3637/10000
124/124 - 0s - loss: 0.2136 - auc: 0.9641 - val_loss: 0.2249 - val_auc: 0.9637 - 323ms/epoch - 3ms/step
Epoch 3638/10000
124/124 - 0s - loss: 0.2137 - auc: 0.9642 - val_loss: 0.2249 - val_auc: 0.9638 - 377ms/epoch - 3ms/step
Epoch 3639/10000
124/124 - 0s - loss: 0.2136 - auc: 0.9642 - val_loss: 0.2250 - val_auc: 0.9637 - 317ms/epoch - 3ms/step
Epoch 3640/10000
124/124 - 0s - loss: 0.2136 - auc: 0.9641 - val_loss: 0.2250 - val_auc: 0.9638 - 368ms/epoch - 3ms/step
Epoch 3641/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9643 - val_loss: 0.2249 - val_auc: 0.9638 - 324ms/epoch - 3ms/step
Epoch 3642/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9643 - val_loss: 0.2250 - val_auc: 0.9638 - 386ms/epoch - 3ms/step
Epoch 3643/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9643 - val_loss: 0.2250 - val_auc: 0.9639 - 330ms/epoch - 3ms/step
Epoch 3644/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9642 - val_loss: 0.2250 - val_auc: 0.9639 - 363ms/epoch - 3ms/step
Epoch 3645/10000
124/124 - 0s - loss: 0.2136 - auc: 0.9644 - val_loss: 0.2251 - val_auc: 0.9637 - 326ms/epoch - 3ms/step
Epoch 3646/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9643 - val_loss: 0.2250 - val_auc: 0.9638 - 379ms/epoch - 3ms/step
Epoch 3647/10000
124/124 - 0s - loss: 0.2136 - auc: 0.9642 - val_loss: 0.2249 - val_auc: 0.9638 - 328ms/epoch - 3ms/step
Epoch 3648/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9642 - val_loss: 0.2252 - val_auc: 0.9637 - 354ms/epoch - 3ms/step
Epoch 3649/10000
124/124 - 0s - loss: 0.2136 - auc: 0.9642 - val_loss: 0.2250 - val_auc: 0.9637 - 313ms/epoch - 3ms/step
Epoch 3650/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9642 - val_loss: 0.2248 - val_auc: 0.9638 - 319ms/epoch - 3ms/step
Epoch 3651/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9642 - val_loss: 0.2248 - val_auc: 0.9639 - 348ms/epoch - 3ms/step
Epoch 3652/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9643 - val_loss: 0.2250 - val_auc: 0.9638 - 312ms/epoch - 3ms/step
Epoch 3653/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9643 - val_loss: 0.2251 - val_auc: 0.9637 - 318ms/epoch - 3ms/step
Epoch 3654/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9642 - val_loss: 0.2249 - val_auc: 0.9638 - 319ms/epoch - 3ms/step
Epoch 3655/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9642 - val_loss: 0.2250 - val_auc: 0.9638 - 354ms/epoch - 3ms/step
Epoch 3656/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9644 - val_loss: 0.2248 - val_auc: 0.9638 - 326ms/epoch - 3ms/step
Epoch 3657/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9642 - val_loss: 0.2249 - val_auc: 0.9638 - 302ms/epoch - 2ms/step
Epoch 3658/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9643 - val_loss: 0.2251 - val_auc: 0.9637 - 312ms/epoch - 3ms/step
Epoch 3659/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9644 - val_loss: 0.2248 - val_auc: 0.9639 - 356ms/epoch - 3ms/step
Epoch 3660/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9644 - val_loss: 0.2248 - val_auc: 0.9638 - 316ms/epoch - 3ms/step
Epoch 3661/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9643 - val_loss: 0.2250 - val_auc: 0.9637 - 325ms/epoch - 3ms/step
Epoch 3662/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9644 - val_loss: 0.2248 - val_auc: 0.9638 - 321ms/epoch - 3ms/step
Epoch 3663/10000
124/124 - 0s - loss: 0.2135 - auc: 0.9643 - val_loss: 0.2248 - val_auc: 0.9638 - 317ms/epoch - 3ms/step
Epoch 3664/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9643 - val_loss: 0.2248 - val_auc: 0.9638 - 378ms/epoch - 3ms/step
Epoch 3665/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9643 - val_loss: 0.2251 - val_auc: 0.9637 - 333ms/epoch - 3ms/step
Epoch 3666/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9643 - val_loss: 0.2252 - val_auc: 0.9637 - 362ms/epoch - 3ms/step
Epoch 3667/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9643 - val_loss: 0.2248 - val_auc: 0.9638 - 312ms/epoch - 3ms/step
Epoch 3668/10000
124/124 - 0s - loss: 0.2133 - auc: 0.9642 - val_loss: 0.2249 - val_auc: 0.9638 - 366ms/epoch - 3ms/step
Epoch 3669/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9643 - val_loss: 0.2248 - val_auc: 0.9638 - 318ms/epoch - 3ms/step
Epoch 3670/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9643 - val_loss: 0.2248 - val_auc: 0.9638 - 321ms/epoch - 3ms/step
Epoch 3671/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9643 - val_loss: 0.2249 - val_auc: 0.9637 - 364ms/epoch - 3ms/step
Epoch 3672/10000
124/124 - 0s - loss: 0.2133 - auc: 0.9643 - val_loss: 0.2247 - val_auc: 0.9638 - 327ms/epoch - 3ms/step
Epoch 3673/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9642 - val_loss: 0.2247 - val_auc: 0.9640 - 315ms/epoch - 3ms/step
Epoch 3674/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9642 - val_loss: 0.2248 - val_auc: 0.9637 - 362ms/epoch - 3ms/step
Epoch 3675/10000
124/124 - 0s - loss: 0.2133 - auc: 0.9643 - val_loss: 0.2247 - val_auc: 0.9638 - 327ms/epoch - 3ms/step
Epoch 3676/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9642 - val_loss: 0.2248 - val_auc: 0.9638 - 378ms/epoch - 3ms/step
Epoch 3677/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9643 - val_loss: 0.2248 - val_auc: 0.9637 - 319ms/epoch - 3ms/step
Epoch 3678/10000
124/124 - 0s - loss: 0.2133 - auc: 0.9643 - val_loss: 0.2247 - val_auc: 0.9638 - 357ms/epoch - 3ms/step
Epoch 3679/10000
124/124 - 0s - loss: 0.2133 - auc: 0.9644 - val_loss: 0.2248 - val_auc: 0.9638 - 319ms/epoch - 3ms/step
Epoch 3680/10000
124/124 - 0s - loss: 0.2133 - auc: 0.9643 - val_loss: 0.2249 - val_auc: 0.9639 - 319ms/epoch - 3ms/step
Epoch 3681/10000
124/124 - 0s - loss: 0.2133 - auc: 0.9642 - val_loss: 0.2247 - val_auc: 0.9639 - 360ms/epoch - 3ms/step
Epoch 3682/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9644 - val_loss: 0.2248 - val_auc: 0.9640 - 318ms/epoch - 3ms/step
Epoch 3683/10000
124/124 - 0s - loss: 0.2134 - auc: 0.9644 - val_loss: 0.2247 - val_auc: 0.9640 - 370ms/epoch - 3ms/step
Epoch 3684/10000
124/124 - 0s - loss: 0.2133 - auc: 0.9642 - val_loss: 0.2250 - val_auc: 0.9638 - 321ms/epoch - 3ms/step
Epoch 3685/10000
124/124 - 0s - loss: 0.2133 - auc: 0.9643 - val_loss: 0.2247 - val_auc: 0.9639 - 373ms/epoch - 3ms/step
Epoch 3686/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9644 - val_loss: 0.2247 - val_auc: 0.9639 - 328ms/epoch - 3ms/step
Epoch 3687/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9643 - val_loss: 0.2248 - val_auc: 0.9639 - 393ms/epoch - 3ms/step
Epoch 3688/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9644 - val_loss: 0.2247 - val_auc: 0.9640 - 381ms/epoch - 3ms/step
Epoch 3689/10000
124/124 - 0s - loss: 0.2133 - auc: 0.9643 - val_loss: 0.2251 - val_auc: 0.9638 - 328ms/epoch - 3ms/step
Epoch 3690/10000
124/124 - 0s - loss: 0.2133 - auc: 0.9643 - val_loss: 0.2246 - val_auc: 0.9639 - 381ms/epoch - 3ms/step
Epoch 3691/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9644 - val_loss: 0.2247 - val_auc: 0.9640 - 396ms/epoch - 3ms/step
Epoch 3692/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9645 - val_loss: 0.2248 - val_auc: 0.9639 - 394ms/epoch - 3ms/step
Epoch 3693/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9643 - val_loss: 0.2245 - val_auc: 0.9639 - 382ms/epoch - 3ms/step
Epoch 3694/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9643 - val_loss: 0.2245 - val_auc: 0.9639 - 383ms/epoch - 3ms/step
Epoch 3695/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9644 - val_loss: 0.2247 - val_auc: 0.9639 - 341ms/epoch - 3ms/step
Epoch 3696/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9643 - val_loss: 0.2249 - val_auc: 0.9639 - 369ms/epoch - 3ms/step
Epoch 3697/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9643 - val_loss: 0.2246 - val_auc: 0.9637 - 309ms/epoch - 2ms/step
Epoch 3698/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9644 - val_loss: 0.2246 - val_auc: 0.9639 - 320ms/epoch - 3ms/step
Epoch 3699/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9645 - val_loss: 0.2247 - val_auc: 0.9639 - 353ms/epoch - 3ms/step
Epoch 3700/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9644 - val_loss: 0.2247 - val_auc: 0.9639 - 323ms/epoch - 3ms/step
Epoch 3701/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9644 - val_loss: 0.2245 - val_auc: 0.9640 - 324ms/epoch - 3ms/step
Epoch 3702/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9643 - val_loss: 0.2245 - val_auc: 0.9639 - 356ms/epoch - 3ms/step
Epoch 3703/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9643 - val_loss: 0.2245 - val_auc: 0.9641 - 315ms/epoch - 3ms/step
Epoch 3704/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9644 - val_loss: 0.2245 - val_auc: 0.9638 - 381ms/epoch - 3ms/step
Epoch 3705/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9643 - val_loss: 0.2245 - val_auc: 0.9639 - 336ms/epoch - 3ms/step
Epoch 3706/10000
124/124 - 0s - loss: 0.2130 - auc: 0.9645 - val_loss: 0.2245 - val_auc: 0.9639 - 362ms/epoch - 3ms/step
Epoch 3707/10000
124/124 - 0s - loss: 0.2130 - auc: 0.9645 - val_loss: 0.2247 - val_auc: 0.9640 - 327ms/epoch - 3ms/step
Epoch 3708/10000
124/124 - 0s - loss: 0.2132 - auc: 0.9643 - val_loss: 0.2246 - val_auc: 0.9640 - 377ms/epoch - 3ms/step
Epoch 3709/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9644 - val_loss: 0.2246 - val_auc: 0.9639 - 382ms/epoch - 3ms/step
Epoch 3710/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9644 - val_loss: 0.2245 - val_auc: 0.9639 - 345ms/epoch - 3ms/step
Epoch 3711/10000
124/124 - 0s - loss: 0.2130 - auc: 0.9646 - val_loss: 0.2246 - val_auc: 0.9638 - 379ms/epoch - 3ms/step
Epoch 3712/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9644 - val_loss: 0.2247 - val_auc: 0.9640 - 468ms/epoch - 4ms/step
Epoch 3713/10000
124/124 - 0s - loss: 0.2130 - auc: 0.9644 - val_loss: 0.2246 - val_auc: 0.9638 - 329ms/epoch - 3ms/step
Epoch 3714/10000
124/124 - 1s - loss: 0.2130 - auc: 0.9644 - val_loss: 0.2246 - val_auc: 0.9639 - 577ms/epoch - 5ms/step
Epoch 3715/10000
124/124 - 0s - loss: 0.2130 - auc: 0.9644 - val_loss: 0.2246 - val_auc: 0.9640 - 425ms/epoch - 3ms/step
Epoch 3716/10000
124/124 - 0s - loss: 0.2130 - auc: 0.9645 - val_loss: 0.2245 - val_auc: 0.9640 - 381ms/epoch - 3ms/step
Epoch 3717/10000
124/124 - 0s - loss: 0.2130 - auc: 0.9645 - val_loss: 0.2245 - val_auc: 0.9639 - 374ms/epoch - 3ms/step
Epoch 3718/10000
124/124 - 0s - loss: 0.2130 - auc: 0.9644 - val_loss: 0.2246 - val_auc: 0.9640 - 322ms/epoch - 3ms/step
Epoch 3719/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9645 - val_loss: 0.2246 - val_auc: 0.9639 - 323ms/epoch - 3ms/step
Epoch 3720/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9645 - val_loss: 0.2246 - val_auc: 0.9640 - 371ms/epoch - 3ms/step
Epoch 3721/10000
124/124 - 0s - loss: 0.2130 - auc: 0.9645 - val_loss: 0.2246 - val_auc: 0.9640 - 339ms/epoch - 3ms/step
Epoch 3722/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9643 - val_loss: 0.2247 - val_auc: 0.9639 - 360ms/epoch - 3ms/step
Epoch 3723/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9645 - val_loss: 0.2245 - val_auc: 0.9640 - 324ms/epoch - 3ms/step
Epoch 3724/10000
124/124 - 0s - loss: 0.2130 - auc: 0.9643 - val_loss: 0.2245 - val_auc: 0.9640 - 361ms/epoch - 3ms/step
Epoch 3725/10000
124/124 - 0s - loss: 0.2130 - auc: 0.9645 - val_loss: 0.2245 - val_auc: 0.9639 - 327ms/epoch - 3ms/step
Epoch 3726/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9644 - val_loss: 0.2245 - val_auc: 0.9640 - 361ms/epoch - 3ms/step
Epoch 3727/10000
124/124 - 0s - loss: 0.2130 - auc: 0.9644 - val_loss: 0.2244 - val_auc: 0.9640 - 326ms/epoch - 3ms/step
Epoch 3728/10000
124/124 - 0s - loss: 0.2129 - auc: 0.9644 - val_loss: 0.2245 - val_auc: 0.9640 - 364ms/epoch - 3ms/step
Epoch 3729/10000
124/124 - 0s - loss: 0.2129 - auc: 0.9646 - val_loss: 0.2244 - val_auc: 0.9639 - 319ms/epoch - 3ms/step
Epoch 3730/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9645 - val_loss: 0.2244 - val_auc: 0.9639 - 326ms/epoch - 3ms/step
Epoch 3731/10000
124/124 - 0s - loss: 0.2130 - auc: 0.9645 - val_loss: 0.2245 - val_auc: 0.9640 - 374ms/epoch - 3ms/step
Epoch 3732/10000
124/124 - 0s - loss: 0.2129 - auc: 0.9645 - val_loss: 0.2245 - val_auc: 0.9639 - 386ms/epoch - 3ms/step
Epoch 3733/10000
124/124 - 0s - loss: 0.2129 - auc: 0.9646 - val_loss: 0.2245 - val_auc: 0.9639 - 385ms/epoch - 3ms/step
Epoch 3734/10000
124/124 - 0s - loss: 0.2129 - auc: 0.9645 - val_loss: 0.2244 - val_auc: 0.9639 - 336ms/epoch - 3ms/step
Epoch 3735/10000
124/124 - 0s - loss: 0.2129 - auc: 0.9645 - val_loss: 0.2244 - val_auc: 0.9639 - 386ms/epoch - 3ms/step
Epoch 3736/10000
124/124 - 0s - loss: 0.2129 - auc: 0.9644 - val_loss: 0.2244 - val_auc: 0.9640 - 396ms/epoch - 3ms/step
Epoch 3737/10000
124/124 - 0s - loss: 0.2129 - auc: 0.9644 - val_loss: 0.2243 - val_auc: 0.9639 - 388ms/epoch - 3ms/step
Epoch 3738/10000
124/124 - 0s - loss: 0.2131 - auc: 0.9642 - val_loss: 0.2244 - val_auc: 0.9639 - 327ms/epoch - 3ms/step
Epoch 3739/10000
124/124 - 0s - loss: 0.2128 - auc: 0.9645 - val_loss: 0.2244 - val_auc: 0.9640 - 354ms/epoch - 3ms/step
Epoch 3740/10000
124/124 - 0s - loss: 0.2129 - auc: 0.9644 - val_loss: 0.2244 - val_auc: 0.9639 - 319ms/epoch - 3ms/step
Epoch 3741/10000
124/124 - 0s - loss: 0.2128 - auc: 0.9646 - val_loss: 0.2246 - val_auc: 0.9640 - 325ms/epoch - 3ms/step
Epoch 3742/10000
124/124 - 0s - loss: 0.2129 - auc: 0.9646 - val_loss: 0.2245 - val_auc: 0.9641 - 357ms/epoch - 3ms/step
Epoch 3743/10000
124/124 - 0s - loss: 0.2129 - auc: 0.9645 - val_loss: 0.2244 - val_auc: 0.9641 - 323ms/epoch - 3ms/step
Epoch 3744/10000
124/124 - 0s - loss: 0.2129 - auc: 0.9645 - val_loss: 0.2245 - val_auc: 0.9639 - 360ms/epoch - 3ms/step
Epoch 3745/10000
124/124 - 0s - loss: 0.2128 - auc: 0.9646 - val_loss: 0.2244 - val_auc: 0.9640 - 324ms/epoch - 3ms/step
Epoch 3746/10000
124/124 - 0s - loss: 0.2128 - auc: 0.9645 - val_loss: 0.2245 - val_auc: 0.9641 - 373ms/epoch - 3ms/step
Epoch 3747/10000
124/124 - 0s - loss: 0.2128 - auc: 0.9645 - val_loss: 0.2244 - val_auc: 0.9640 - 326ms/epoch - 3ms/step
Epoch 3748/10000
124/124 - 0s - loss: 0.2128 - auc: 0.9646 - val_loss: 0.2244 - val_auc: 0.9641 - 370ms/epoch - 3ms/step
Epoch 3749/10000
124/124 - 0s - loss: 0.2128 - auc: 0.9645 - val_loss: 0.2243 - val_auc: 0.9640 - 327ms/epoch - 3ms/step
Epoch 3750/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9646 - val_loss: 0.2243 - val_auc: 0.9640 - 372ms/epoch - 3ms/step
Epoch 3751/10000
124/124 - 0s - loss: 0.2128 - auc: 0.9646 - val_loss: 0.2243 - val_auc: 0.9639 - 337ms/epoch - 3ms/step
Epoch 3752/10000
124/124 - 0s - loss: 0.2129 - auc: 0.9644 - val_loss: 0.2243 - val_auc: 0.9640 - 378ms/epoch - 3ms/step
Epoch 3753/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9646 - val_loss: 0.2243 - val_auc: 0.9640 - 393ms/epoch - 3ms/step
Epoch 3754/10000
124/124 - 0s - loss: 0.2128 - auc: 0.9645 - val_loss: 0.2243 - val_auc: 0.9639 - 379ms/epoch - 3ms/step
Epoch 3755/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9644 - val_loss: 0.2243 - val_auc: 0.9641 - 374ms/epoch - 3ms/step
Epoch 3756/10000
124/124 - 0s - loss: 0.2128 - auc: 0.9645 - val_loss: 0.2244 - val_auc: 0.9641 - 342ms/epoch - 3ms/step
Epoch 3757/10000
124/124 - 0s - loss: 0.2128 - auc: 0.9646 - val_loss: 0.2244 - val_auc: 0.9640 - 379ms/epoch - 3ms/step
Epoch 3758/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9646 - val_loss: 0.2244 - val_auc: 0.9641 - 334ms/epoch - 3ms/step
Epoch 3759/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9646 - val_loss: 0.2244 - val_auc: 0.9640 - 391ms/epoch - 3ms/step
Epoch 3760/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9646 - val_loss: 0.2242 - val_auc: 0.9641 - 394ms/epoch - 3ms/step
Epoch 3761/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9646 - val_loss: 0.2242 - val_auc: 0.9639 - 393ms/epoch - 3ms/step
Epoch 3762/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9647 - val_loss: 0.2244 - val_auc: 0.9642 - 392ms/epoch - 3ms/step
Epoch 3763/10000
124/124 - 0s - loss: 0.2128 - auc: 0.9645 - val_loss: 0.2242 - val_auc: 0.9641 - 389ms/epoch - 3ms/step
Epoch 3764/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9645 - val_loss: 0.2244 - val_auc: 0.9641 - 392ms/epoch - 3ms/step
Epoch 3765/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9645 - val_loss: 0.2242 - val_auc: 0.9641 - 395ms/epoch - 3ms/step
Epoch 3766/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9645 - val_loss: 0.2244 - val_auc: 0.9641 - 345ms/epoch - 3ms/step
Epoch 3767/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9646 - val_loss: 0.2243 - val_auc: 0.9640 - 380ms/epoch - 3ms/step
Epoch 3768/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9646 - val_loss: 0.2242 - val_auc: 0.9639 - 386ms/epoch - 3ms/step
Epoch 3769/10000
124/124 - 0s - loss: 0.2128 - auc: 0.9645 - val_loss: 0.2242 - val_auc: 0.9640 - 389ms/epoch - 3ms/step
Epoch 3770/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9645 - val_loss: 0.2242 - val_auc: 0.9640 - 339ms/epoch - 3ms/step
Epoch 3771/10000
124/124 - 0s - loss: 0.2126 - auc: 0.9646 - val_loss: 0.2243 - val_auc: 0.9640 - 369ms/epoch - 3ms/step
Epoch 3772/10000
124/124 - 0s - loss: 0.2126 - auc: 0.9646 - val_loss: 0.2241 - val_auc: 0.9642 - 377ms/epoch - 3ms/step
Epoch 3773/10000
124/124 - 0s - loss: 0.2126 - auc: 0.9647 - val_loss: 0.2245 - val_auc: 0.9640 - 330ms/epoch - 3ms/step
Epoch 3774/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9646 - val_loss: 0.2242 - val_auc: 0.9641 - 378ms/epoch - 3ms/step
Epoch 3775/10000
124/124 - 0s - loss: 0.2125 - auc: 0.9646 - val_loss: 0.2241 - val_auc: 0.9642 - 384ms/epoch - 3ms/step
Epoch 3776/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9647 - val_loss: 0.2243 - val_auc: 0.9640 - 329ms/epoch - 3ms/step
Epoch 3777/10000
124/124 - 0s - loss: 0.2126 - auc: 0.9646 - val_loss: 0.2243 - val_auc: 0.9641 - 378ms/epoch - 3ms/step
Epoch 3778/10000
124/124 - 0s - loss: 0.2126 - auc: 0.9647 - val_loss: 0.2243 - val_auc: 0.9642 - 381ms/epoch - 3ms/step
Epoch 3779/10000
124/124 - 0s - loss: 0.2126 - auc: 0.9646 - val_loss: 0.2242 - val_auc: 0.9641 - 344ms/epoch - 3ms/step
Epoch 3780/10000
124/124 - 0s - loss: 0.2126 - auc: 0.9647 - val_loss: 0.2242 - val_auc: 0.9641 - 372ms/epoch - 3ms/step
Epoch 3781/10000
124/124 - 0s - loss: 0.2126 - auc: 0.9646 - val_loss: 0.2241 - val_auc: 0.9641 - 377ms/epoch - 3ms/step
Epoch 3782/10000
124/124 - 0s - loss: 0.2127 - auc: 0.9645 - val_loss: 0.2244 - val_auc: 0.9641 - 331ms/epoch - 3ms/step
Epoch 3783/10000
124/124 - 0s - loss: 0.2126 - auc: 0.9646 - val_loss: 0.2243 - val_auc: 0.9641 - 384ms/epoch - 3ms/step
Epoch 3784/10000
124/124 - 0s - loss: 0.2126 - auc: 0.9646 - val_loss: 0.2242 - val_auc: 0.9642 - 381ms/epoch - 3ms/step
Epoch 3785/10000
124/124 - 0s - loss: 0.2125 - auc: 0.9646 - val_loss: 0.2242 - val_auc: 0.9641 - 341ms/epoch - 3ms/step
Epoch 3786/10000
124/124 - 0s - loss: 0.2125 - auc: 0.9646 - val_loss: 0.2241 - val_auc: 0.9642 - 386ms/epoch - 3ms/step
Epoch 3787/10000
124/124 - 0s - loss: 0.2125 - auc: 0.9646 - val_loss: 0.2243 - val_auc: 0.9642 - 379ms/epoch - 3ms/step
Epoch 3788/10000
124/124 - 0s - loss: 0.2125 - auc: 0.9647 - val_loss: 0.2242 - val_auc: 0.9642 - 380ms/epoch - 3ms/step
Epoch 3789/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9647 - val_loss: 0.2241 - val_auc: 0.9642 - 342ms/epoch - 3ms/step
Epoch 3790/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9646 - val_loss: 0.2241 - val_auc: 0.9641 - 375ms/epoch - 3ms/step
Epoch 3791/10000
124/124 - 0s - loss: 0.2126 - auc: 0.9646 - val_loss: 0.2240 - val_auc: 0.9641 - 380ms/epoch - 3ms/step
Epoch 3792/10000
124/124 - 0s - loss: 0.2125 - auc: 0.9648 - val_loss: 0.2242 - val_auc: 0.9642 - 336ms/epoch - 3ms/step
Epoch 3793/10000
124/124 - 0s - loss: 0.2126 - auc: 0.9646 - val_loss: 0.2242 - val_auc: 0.9641 - 377ms/epoch - 3ms/step
Epoch 3794/10000
124/124 - 0s - loss: 0.2125 - auc: 0.9646 - val_loss: 0.2241 - val_auc: 0.9640 - 380ms/epoch - 3ms/step
Epoch 3795/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9647 - val_loss: 0.2242 - val_auc: 0.9643 - 336ms/epoch - 3ms/step
Epoch 3796/10000
124/124 - 0s - loss: 0.2125 - auc: 0.9646 - val_loss: 0.2240 - val_auc: 0.9642 - 377ms/epoch - 3ms/step
Epoch 3797/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9647 - val_loss: 0.2241 - val_auc: 0.9641 - 380ms/epoch - 3ms/step
Epoch 3798/10000
124/124 - 0s - loss: 0.2125 - auc: 0.9646 - val_loss: 0.2241 - val_auc: 0.9641 - 335ms/epoch - 3ms/step
Epoch 3799/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9647 - val_loss: 0.2241 - val_auc: 0.9641 - 384ms/epoch - 3ms/step
Epoch 3800/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9647 - val_loss: 0.2242 - val_auc: 0.9643 - 385ms/epoch - 3ms/step
Epoch 3801/10000
124/124 - 0s - loss: 0.2125 - auc: 0.9646 - val_loss: 0.2243 - val_auc: 0.9641 - 378ms/epoch - 3ms/step
Epoch 3802/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9647 - val_loss: 0.2243 - val_auc: 0.9641 - 334ms/epoch - 3ms/step
Epoch 3803/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9648 - val_loss: 0.2241 - val_auc: 0.9642 - 385ms/epoch - 3ms/step
Epoch 3804/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9647 - val_loss: 0.2241 - val_auc: 0.9642 - 393ms/epoch - 3ms/step
Epoch 3805/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9646 - val_loss: 0.2240 - val_auc: 0.9641 - 386ms/epoch - 3ms/step
Epoch 3806/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9647 - val_loss: 0.2240 - val_auc: 0.9642 - 391ms/epoch - 3ms/step
Epoch 3807/10000
124/124 - 0s - loss: 0.2125 - auc: 0.9646 - val_loss: 0.2240 - val_auc: 0.9642 - 353ms/epoch - 3ms/step
Epoch 3808/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9647 - val_loss: 0.2240 - val_auc: 0.9641 - 344ms/epoch - 3ms/step
Epoch 3809/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9646 - val_loss: 0.2240 - val_auc: 0.9642 - 385ms/epoch - 3ms/step
Epoch 3810/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9646 - val_loss: 0.2240 - val_auc: 0.9641 - 380ms/epoch - 3ms/step
Epoch 3811/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9647 - val_loss: 0.2239 - val_auc: 0.9642 - 343ms/epoch - 3ms/step
Epoch 3812/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9646 - val_loss: 0.2242 - val_auc: 0.9642 - 396ms/epoch - 3ms/step
Epoch 3813/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9647 - val_loss: 0.2239 - val_auc: 0.9642 - 370ms/epoch - 3ms/step
Epoch 3814/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9647 - val_loss: 0.2241 - val_auc: 0.9641 - 385ms/epoch - 3ms/step
Epoch 3815/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9647 - val_loss: 0.2240 - val_auc: 0.9642 - 336ms/epoch - 3ms/step
Epoch 3816/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9649 - val_loss: 0.2239 - val_auc: 0.9642 - 371ms/epoch - 3ms/step
Epoch 3817/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9647 - val_loss: 0.2240 - val_auc: 0.9641 - 379ms/epoch - 3ms/step
Epoch 3818/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9647 - val_loss: 0.2240 - val_auc: 0.9643 - 325ms/epoch - 3ms/step
Epoch 3819/10000
124/124 - 0s - loss: 0.2125 - auc: 0.9645 - val_loss: 0.2239 - val_auc: 0.9643 - 379ms/epoch - 3ms/step
Epoch 3820/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9647 - val_loss: 0.2241 - val_auc: 0.9643 - 384ms/epoch - 3ms/step
Epoch 3821/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9648 - val_loss: 0.2240 - val_auc: 0.9642 - 344ms/epoch - 3ms/step
Epoch 3822/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9646 - val_loss: 0.2239 - val_auc: 0.9642 - 375ms/epoch - 3ms/step
Epoch 3823/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9646 - val_loss: 0.2240 - val_auc: 0.9642 - 370ms/epoch - 3ms/step
Epoch 3824/10000
124/124 - 0s - loss: 0.2122 - auc: 0.9647 - val_loss: 0.2239 - val_auc: 0.9642 - 325ms/epoch - 3ms/step
Epoch 3825/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9648 - val_loss: 0.2240 - val_auc: 0.9641 - 326ms/epoch - 3ms/step
Epoch 3826/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9647 - val_loss: 0.2239 - val_auc: 0.9643 - 363ms/epoch - 3ms/step
Epoch 3827/10000
124/124 - 0s - loss: 0.2122 - auc: 0.9648 - val_loss: 0.2239 - val_auc: 0.9642 - 327ms/epoch - 3ms/step
Epoch 3828/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9647 - val_loss: 0.2241 - val_auc: 0.9642 - 362ms/epoch - 3ms/step
Epoch 3829/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9648 - val_loss: 0.2240 - val_auc: 0.9643 - 318ms/epoch - 3ms/step
Epoch 3830/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9647 - val_loss: 0.2241 - val_auc: 0.9642 - 317ms/epoch - 3ms/step
Epoch 3831/10000
124/124 - 0s - loss: 0.2122 - auc: 0.9648 - val_loss: 0.2239 - val_auc: 0.9642 - 353ms/epoch - 3ms/step
Epoch 3832/10000
124/124 - 0s - loss: 0.2122 - auc: 0.9649 - val_loss: 0.2244 - val_auc: 0.9640 - 314ms/epoch - 3ms/step
Epoch 3833/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9646 - val_loss: 0.2240 - val_auc: 0.9642 - 322ms/epoch - 3ms/step
Epoch 3834/10000
124/124 - 0s - loss: 0.2124 - auc: 0.9645 - val_loss: 0.2239 - val_auc: 0.9642 - 351ms/epoch - 3ms/step
Epoch 3835/10000
124/124 - 0s - loss: 0.2122 - auc: 0.9648 - val_loss: 0.2239 - val_auc: 0.9643 - 327ms/epoch - 3ms/step
Epoch 3836/10000
124/124 - 0s - loss: 0.2122 - auc: 0.9647 - val_loss: 0.2240 - val_auc: 0.9643 - 366ms/epoch - 3ms/step
Epoch 3837/10000
124/124 - 0s - loss: 0.2123 - auc: 0.9648 - val_loss: 0.2240 - val_auc: 0.9643 - 322ms/epoch - 3ms/step
Epoch 3838/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9648 - val_loss: 0.2241 - val_auc: 0.9642 - 336ms/epoch - 3ms/step
Epoch 3839/10000
124/124 - 0s - loss: 0.2122 - auc: 0.9647 - val_loss: 0.2240 - val_auc: 0.9642 - 347ms/epoch - 3ms/step
Epoch 3840/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9648 - val_loss: 0.2238 - val_auc: 0.9643 - 325ms/epoch - 3ms/step
Epoch 3841/10000
124/124 - 0s - loss: 0.2122 - auc: 0.9648 - val_loss: 0.2239 - val_auc: 0.9642 - 383ms/epoch - 3ms/step
Epoch 3842/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9649 - val_loss: 0.2238 - val_auc: 0.9642 - 330ms/epoch - 3ms/step
Epoch 3843/10000
124/124 - 0s - loss: 0.2122 - auc: 0.9647 - val_loss: 0.2240 - val_auc: 0.9642 - 358ms/epoch - 3ms/step
Epoch 3844/10000
124/124 - 0s - loss: 0.2122 - auc: 0.9649 - val_loss: 0.2240 - val_auc: 0.9643 - 316ms/epoch - 3ms/step
Epoch 3845/10000
124/124 - 0s - loss: 0.2122 - auc: 0.9648 - val_loss: 0.2239 - val_auc: 0.9642 - 372ms/epoch - 3ms/step
Epoch 3846/10000
124/124 - 0s - loss: 0.2122 - auc: 0.9648 - val_loss: 0.2238 - val_auc: 0.9642 - 323ms/epoch - 3ms/step
Epoch 3847/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9648 - val_loss: 0.2237 - val_auc: 0.9642 - 364ms/epoch - 3ms/step
Epoch 3848/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9649 - val_loss: 0.2240 - val_auc: 0.9644 - 319ms/epoch - 3ms/step
Epoch 3849/10000
124/124 - 0s - loss: 0.2122 - auc: 0.9647 - val_loss: 0.2238 - val_auc: 0.9642 - 318ms/epoch - 3ms/step
Epoch 3850/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9648 - val_loss: 0.2238 - val_auc: 0.9643 - 360ms/epoch - 3ms/step
Epoch 3851/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9648 - val_loss: 0.2239 - val_auc: 0.9642 - 317ms/epoch - 3ms/step
Epoch 3852/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9648 - val_loss: 0.2238 - val_auc: 0.9643 - 376ms/epoch - 3ms/step
Epoch 3853/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9648 - val_loss: 0.2238 - val_auc: 0.9643 - 322ms/epoch - 3ms/step
Epoch 3854/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9648 - val_loss: 0.2238 - val_auc: 0.9642 - 325ms/epoch - 3ms/step
Epoch 3855/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9648 - val_loss: 0.2239 - val_auc: 0.9644 - 365ms/epoch - 3ms/step
Epoch 3856/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9647 - val_loss: 0.2238 - val_auc: 0.9643 - 333ms/epoch - 3ms/step
Epoch 3857/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9647 - val_loss: 0.2241 - val_auc: 0.9643 - 376ms/epoch - 3ms/step
Epoch 3858/10000
124/124 - 0s - loss: 0.2120 - auc: 0.9649 - val_loss: 0.2238 - val_auc: 0.9643 - 378ms/epoch - 3ms/step
Epoch 3859/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9647 - val_loss: 0.2238 - val_auc: 0.9644 - 337ms/epoch - 3ms/step
Epoch 3860/10000
124/124 - 0s - loss: 0.2120 - auc: 0.9647 - val_loss: 0.2239 - val_auc: 0.9643 - 367ms/epoch - 3ms/step
Epoch 3861/10000
124/124 - 0s - loss: 0.2120 - auc: 0.9648 - val_loss: 0.2239 - val_auc: 0.9642 - 322ms/epoch - 3ms/step
Epoch 3862/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9647 - val_loss: 0.2239 - val_auc: 0.9643 - 355ms/epoch - 3ms/step
Epoch 3863/10000
124/124 - 0s - loss: 0.2120 - auc: 0.9649 - val_loss: 0.2238 - val_auc: 0.9642 - 319ms/epoch - 3ms/step
Epoch 3864/10000
124/124 - 0s - loss: 0.2120 - auc: 0.9649 - val_loss: 0.2238 - val_auc: 0.9643 - 327ms/epoch - 3ms/step
Epoch 3865/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9647 - val_loss: 0.2237 - val_auc: 0.9643 - 364ms/epoch - 3ms/step
Epoch 3866/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9649 - val_loss: 0.2240 - val_auc: 0.9643 - 376ms/epoch - 3ms/step
Epoch 3867/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9648 - val_loss: 0.2239 - val_auc: 0.9643 - 324ms/epoch - 3ms/step
Epoch 3868/10000
124/124 - 0s - loss: 0.2121 - auc: 0.9648 - val_loss: 0.2238 - val_auc: 0.9644 - 325ms/epoch - 3ms/step
Epoch 3869/10000
124/124 - 0s - loss: 0.2120 - auc: 0.9648 - val_loss: 0.2237 - val_auc: 0.9644 - 358ms/epoch - 3ms/step
Epoch 3870/10000
124/124 - 0s - loss: 0.2120 - auc: 0.9650 - val_loss: 0.2237 - val_auc: 0.9643 - 387ms/epoch - 3ms/step
Epoch 3871/10000
124/124 - 0s - loss: 0.2120 - auc: 0.9649 - val_loss: 0.2239 - val_auc: 0.9643 - 319ms/epoch - 3ms/step
Epoch 3872/10000
124/124 - 0s - loss: 0.2120 - auc: 0.9648 - val_loss: 0.2239 - val_auc: 0.9643 - 324ms/epoch - 3ms/step
Epoch 3873/10000
124/124 - 0s - loss: 0.2120 - auc: 0.9648 - val_loss: 0.2238 - val_auc: 0.9644 - 365ms/epoch - 3ms/step
Epoch 3874/10000
124/124 - 0s - loss: 0.2120 - auc: 0.9648 - val_loss: 0.2238 - val_auc: 0.9644 - 323ms/epoch - 3ms/step
Epoch 3875/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9649 - val_loss: 0.2238 - val_auc: 0.9644 - 368ms/epoch - 3ms/step
Epoch 3876/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9650 - val_loss: 0.2237 - val_auc: 0.9644 - 329ms/epoch - 3ms/step
Epoch 3877/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9648 - val_loss: 0.2236 - val_auc: 0.9643 - 363ms/epoch - 3ms/step
Epoch 3878/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9649 - val_loss: 0.2237 - val_auc: 0.9643 - 315ms/epoch - 3ms/step
Epoch 3879/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9648 - val_loss: 0.2237 - val_auc: 0.9644 - 378ms/epoch - 3ms/step
Epoch 3880/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9649 - val_loss: 0.2237 - val_auc: 0.9643 - 331ms/epoch - 3ms/step
Epoch 3881/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9649 - val_loss: 0.2237 - val_auc: 0.9644 - 372ms/epoch - 3ms/step
Epoch 3882/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9648 - val_loss: 0.2237 - val_auc: 0.9643 - 329ms/epoch - 3ms/step
Epoch 3883/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9648 - val_loss: 0.2236 - val_auc: 0.9643 - 364ms/epoch - 3ms/step
Epoch 3884/10000
124/124 - 0s - loss: 0.2120 - auc: 0.9649 - val_loss: 0.2238 - val_auc: 0.9644 - 330ms/epoch - 3ms/step
Epoch 3885/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9648 - val_loss: 0.2236 - val_auc: 0.9643 - 366ms/epoch - 3ms/step
Epoch 3886/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9644 - 331ms/epoch - 3ms/step
Epoch 3887/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9648 - val_loss: 0.2236 - val_auc: 0.9643 - 363ms/epoch - 3ms/step
Epoch 3888/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9648 - val_loss: 0.2238 - val_auc: 0.9643 - 327ms/epoch - 3ms/step
Epoch 3889/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9644 - 357ms/epoch - 3ms/step
Epoch 3890/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9649 - val_loss: 0.2237 - val_auc: 0.9643 - 327ms/epoch - 3ms/step
Epoch 3891/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9648 - val_loss: 0.2236 - val_auc: 0.9643 - 369ms/epoch - 3ms/step
Epoch 3892/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9648 - val_loss: 0.2236 - val_auc: 0.9644 - 320ms/epoch - 3ms/step
Epoch 3893/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9649 - val_loss: 0.2237 - val_auc: 0.9643 - 368ms/epoch - 3ms/step
Epoch 3894/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9647 - val_loss: 0.2238 - val_auc: 0.9644 - 319ms/epoch - 3ms/step
Epoch 3895/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9650 - val_loss: 0.2237 - val_auc: 0.9645 - 383ms/epoch - 3ms/step
Epoch 3896/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9650 - val_loss: 0.2237 - val_auc: 0.9643 - 331ms/epoch - 3ms/step
Epoch 3897/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9644 - 364ms/epoch - 3ms/step
Epoch 3898/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9650 - val_loss: 0.2235 - val_auc: 0.9644 - 323ms/epoch - 3ms/step
Epoch 3899/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9649 - val_loss: 0.2237 - val_auc: 0.9643 - 379ms/epoch - 3ms/step
Epoch 3900/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9649 - val_loss: 0.2235 - val_auc: 0.9644 - 320ms/epoch - 3ms/step
Epoch 3901/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9645 - 364ms/epoch - 3ms/step
Epoch 3902/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9650 - val_loss: 0.2238 - val_auc: 0.9644 - 331ms/epoch - 3ms/step
Epoch 3903/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9649 - val_loss: 0.2235 - val_auc: 0.9644 - 370ms/epoch - 3ms/step
Epoch 3904/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9643 - 323ms/epoch - 3ms/step
Epoch 3905/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9650 - val_loss: 0.2235 - val_auc: 0.9644 - 369ms/epoch - 3ms/step
Epoch 3906/10000
124/124 - 0s - loss: 0.2119 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9644 - 315ms/epoch - 3ms/step
Epoch 3907/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9649 - val_loss: 0.2237 - val_auc: 0.9644 - 313ms/epoch - 3ms/step
Epoch 3908/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9644 - 376ms/epoch - 3ms/step
Epoch 3909/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9643 - 335ms/epoch - 3ms/step
Epoch 3910/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9648 - val_loss: 0.2235 - val_auc: 0.9644 - 363ms/epoch - 3ms/step
Epoch 3911/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9643 - 318ms/epoch - 3ms/step
Epoch 3912/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9649 - val_loss: 0.2237 - val_auc: 0.9643 - 366ms/epoch - 3ms/step
Epoch 3913/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9645 - 324ms/epoch - 3ms/step
Epoch 3914/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9643 - 368ms/epoch - 3ms/step
Epoch 3915/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9651 - val_loss: 0.2235 - val_auc: 0.9645 - 322ms/epoch - 3ms/step
Epoch 3916/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9650 - val_loss: 0.2236 - val_auc: 0.9643 - 335ms/epoch - 3ms/step
Epoch 3917/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9651 - val_loss: 0.2235 - val_auc: 0.9644 - 321ms/epoch - 3ms/step
Epoch 3918/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9650 - val_loss: 0.2234 - val_auc: 0.9643 - 324ms/epoch - 3ms/step
Epoch 3919/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9650 - val_loss: 0.2236 - val_auc: 0.9644 - 364ms/epoch - 3ms/step
Epoch 3920/10000
124/124 - 0s - loss: 0.2118 - auc: 0.9649 - val_loss: 0.2237 - val_auc: 0.9644 - 338ms/epoch - 3ms/step
Epoch 3921/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9648 - val_loss: 0.2236 - val_auc: 0.9644 - 369ms/epoch - 3ms/step
Epoch 3922/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9650 - val_loss: 0.2235 - val_auc: 0.9644 - 382ms/epoch - 3ms/step
Epoch 3923/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9649 - val_loss: 0.2234 - val_auc: 0.9645 - 388ms/epoch - 3ms/step
Epoch 3924/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9650 - val_loss: 0.2236 - val_auc: 0.9645 - 331ms/epoch - 3ms/step
Epoch 3925/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9648 - val_loss: 0.2235 - val_auc: 0.9644 - 388ms/epoch - 3ms/step
Epoch 3926/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9651 - val_loss: 0.2236 - val_auc: 0.9644 - 384ms/epoch - 3ms/step
Epoch 3927/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9650 - val_loss: 0.2234 - val_auc: 0.9645 - 392ms/epoch - 3ms/step
Epoch 3928/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9650 - val_loss: 0.2235 - val_auc: 0.9644 - 348ms/epoch - 3ms/step
Epoch 3929/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9644 - 382ms/epoch - 3ms/step
Epoch 3930/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9651 - val_loss: 0.2234 - val_auc: 0.9644 - 389ms/epoch - 3ms/step
Epoch 3931/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9650 - val_loss: 0.2233 - val_auc: 0.9644 - 377ms/epoch - 3ms/step
Epoch 3932/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9649 - val_loss: 0.2234 - val_auc: 0.9645 - 322ms/epoch - 3ms/step
Epoch 3933/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9650 - val_loss: 0.2235 - val_auc: 0.9643 - 376ms/epoch - 3ms/step
Epoch 3934/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9645 - 332ms/epoch - 3ms/step
Epoch 3935/10000
124/124 - 0s - loss: 0.2117 - auc: 0.9649 - val_loss: 0.2234 - val_auc: 0.9644 - 363ms/epoch - 3ms/step
Epoch 3936/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9650 - val_loss: 0.2235 - val_auc: 0.9643 - 325ms/epoch - 3ms/step
Epoch 3937/10000
124/124 - 0s - loss: 0.2116 - auc: 0.9649 - val_loss: 0.2236 - val_auc: 0.9644 - 376ms/epoch - 3ms/step
Epoch 3938/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9650 - val_loss: 0.2234 - val_auc: 0.9644 - 323ms/epoch - 3ms/step
Epoch 3939/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9650 - val_loss: 0.2235 - val_auc: 0.9644 - 363ms/epoch - 3ms/step
Epoch 3940/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9650 - val_loss: 0.2235 - val_auc: 0.9644 - 320ms/epoch - 3ms/step
Epoch 3941/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9650 - val_loss: 0.2236 - val_auc: 0.9645 - 371ms/epoch - 3ms/step
Epoch 3942/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9652 - val_loss: 0.2233 - val_auc: 0.9645 - 321ms/epoch - 3ms/step
Epoch 3943/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9650 - val_loss: 0.2233 - val_auc: 0.9643 - 324ms/epoch - 3ms/step
Epoch 3944/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9650 - val_loss: 0.2234 - val_auc: 0.9645 - 362ms/epoch - 3ms/step
Epoch 3945/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9650 - val_loss: 0.2234 - val_auc: 0.9644 - 317ms/epoch - 3ms/step
Epoch 3946/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9650 - val_loss: 0.2234 - val_auc: 0.9644 - 357ms/epoch - 3ms/step
Epoch 3947/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9651 - val_loss: 0.2233 - val_auc: 0.9644 - 315ms/epoch - 3ms/step
Epoch 3948/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9650 - val_loss: 0.2234 - val_auc: 0.9645 - 332ms/epoch - 3ms/step
Epoch 3949/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9651 - val_loss: 0.2234 - val_auc: 0.9644 - 357ms/epoch - 3ms/step
Epoch 3950/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9650 - val_loss: 0.2233 - val_auc: 0.9645 - 325ms/epoch - 3ms/step
Epoch 3951/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9650 - val_loss: 0.2234 - val_auc: 0.9644 - 364ms/epoch - 3ms/step
Epoch 3952/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9650 - val_loss: 0.2233 - val_auc: 0.9644 - 325ms/epoch - 3ms/step
Epoch 3953/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9651 - val_loss: 0.2233 - val_auc: 0.9645 - 324ms/epoch - 3ms/step
Epoch 3954/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9651 - val_loss: 0.2234 - val_auc: 0.9644 - 364ms/epoch - 3ms/step
Epoch 3955/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9650 - val_loss: 0.2233 - val_auc: 0.9645 - 381ms/epoch - 3ms/step
Epoch 3956/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9650 - val_loss: 0.2234 - val_auc: 0.9644 - 391ms/epoch - 3ms/step
Epoch 3957/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9650 - val_loss: 0.2234 - val_auc: 0.9644 - 325ms/epoch - 3ms/step
Epoch 3958/10000
124/124 - 0s - loss: 0.2115 - auc: 0.9650 - val_loss: 0.2235 - val_auc: 0.9645 - 367ms/epoch - 3ms/step
Epoch 3959/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9650 - val_loss: 0.2233 - val_auc: 0.9645 - 316ms/epoch - 3ms/step
Epoch 3960/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9652 - val_loss: 0.2232 - val_auc: 0.9644 - 322ms/epoch - 3ms/step
Epoch 3961/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9651 - val_loss: 0.2232 - val_auc: 0.9646 - 313ms/epoch - 3ms/step
Epoch 3962/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9650 - val_loss: 0.2232 - val_auc: 0.9644 - 314ms/epoch - 3ms/step
Epoch 3963/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9651 - val_loss: 0.2232 - val_auc: 0.9644 - 313ms/epoch - 3ms/step
Epoch 3964/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9649 - val_loss: 0.2233 - val_auc: 0.9645 - 321ms/epoch - 3ms/step
Epoch 3965/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9651 - val_loss: 0.2232 - val_auc: 0.9644 - 375ms/epoch - 3ms/step
Epoch 3966/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9651 - val_loss: 0.2233 - val_auc: 0.9646 - 371ms/epoch - 3ms/step
Epoch 3967/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9651 - val_loss: 0.2232 - val_auc: 0.9645 - 336ms/epoch - 3ms/step
Epoch 3968/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9651 - val_loss: 0.2232 - val_auc: 0.9645 - 369ms/epoch - 3ms/step
Epoch 3969/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9650 - val_loss: 0.2233 - val_auc: 0.9645 - 317ms/epoch - 3ms/step
Epoch 3970/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9652 - val_loss: 0.2235 - val_auc: 0.9645 - 365ms/epoch - 3ms/step
Epoch 3971/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9651 - val_loss: 0.2233 - val_auc: 0.9644 - 319ms/epoch - 3ms/step
Epoch 3972/10000
124/124 - 0s - loss: 0.2112 - auc: 0.9651 - val_loss: 0.2233 - val_auc: 0.9646 - 325ms/epoch - 3ms/step
Epoch 3973/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9650 - val_loss: 0.2233 - val_auc: 0.9645 - 371ms/epoch - 3ms/step
Epoch 3974/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9651 - val_loss: 0.2234 - val_auc: 0.9645 - 333ms/epoch - 3ms/step
Epoch 3975/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9651 - val_loss: 0.2232 - val_auc: 0.9645 - 366ms/epoch - 3ms/step
Epoch 3976/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9651 - val_loss: 0.2233 - val_auc: 0.9646 - 379ms/epoch - 3ms/step
Epoch 3977/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9652 - val_loss: 0.2232 - val_auc: 0.9645 - 337ms/epoch - 3ms/step
Epoch 3978/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9651 - val_loss: 0.2232 - val_auc: 0.9644 - 372ms/epoch - 3ms/step
Epoch 3979/10000
124/124 - 0s - loss: 0.2112 - auc: 0.9651 - val_loss: 0.2231 - val_auc: 0.9645 - 386ms/epoch - 3ms/step
Epoch 3980/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9651 - val_loss: 0.2233 - val_auc: 0.9644 - 346ms/epoch - 3ms/step
Epoch 3981/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9651 - val_loss: 0.2233 - val_auc: 0.9645 - 368ms/epoch - 3ms/step
Epoch 3982/10000
124/124 - 0s - loss: 0.2112 - auc: 0.9651 - val_loss: 0.2232 - val_auc: 0.9646 - 370ms/epoch - 3ms/step
Epoch 3983/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9651 - val_loss: 0.2233 - val_auc: 0.9645 - 319ms/epoch - 3ms/step
Epoch 3984/10000
124/124 - 0s - loss: 0.2113 - auc: 0.9651 - val_loss: 0.2232 - val_auc: 0.9644 - 394ms/epoch - 3ms/step
Epoch 3985/10000
124/124 - 0s - loss: 0.2112 - auc: 0.9652 - val_loss: 0.2232 - val_auc: 0.9644 - 332ms/epoch - 3ms/step
Epoch 3986/10000
124/124 - 0s - loss: 0.2112 - auc: 0.9651 - val_loss: 0.2232 - val_auc: 0.9645 - 353ms/epoch - 3ms/step
Epoch 3987/10000
124/124 - 0s - loss: 0.2114 - auc: 0.9651 - val_loss: 0.2233 - val_auc: 0.9644 - 314ms/epoch - 3ms/step
Epoch 3988/10000
124/124 - 0s - loss: 0.2112 - auc: 0.9650 - val_loss: 0.2231 - val_auc: 0.9645 - 327ms/epoch - 3ms/step
Epoch 3989/10000
124/124 - 0s - loss: 0.2112 - auc: 0.9650 - val_loss: 0.2231 - val_auc: 0.9645 - 357ms/epoch - 3ms/step
Epoch 3990/10000
124/124 - 0s - loss: 0.2112 - auc: 0.9650 - val_loss: 0.2232 - val_auc: 0.9645 - 333ms/epoch - 3ms/step
Epoch 3991/10000
124/124 - 0s - loss: 0.2112 - auc: 0.9651 - val_loss: 0.2231 - val_auc: 0.9645 - 361ms/epoch - 3ms/step
Epoch 3992/10000
124/124 - 0s - loss: 0.2112 - auc: 0.9651 - val_loss: 0.2233 - val_auc: 0.9645 - 320ms/epoch - 3ms/step
Epoch 3993/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9652 - val_loss: 0.2231 - val_auc: 0.9646 - 371ms/epoch - 3ms/step
Epoch 3994/10000
124/124 - 0s - loss: 0.2112 - auc: 0.9651 - val_loss: 0.2231 - val_auc: 0.9645 - 321ms/epoch - 3ms/step
Epoch 3995/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9652 - val_loss: 0.2231 - val_auc: 0.9646 - 323ms/epoch - 3ms/step
Epoch 3996/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9651 - val_loss: 0.2231 - val_auc: 0.9646 - 358ms/epoch - 3ms/step
Epoch 3997/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9652 - val_loss: 0.2231 - val_auc: 0.9645 - 312ms/epoch - 3ms/step
Epoch 3998/10000
124/124 - 0s - loss: 0.2112 - auc: 0.9651 - val_loss: 0.2231 - val_auc: 0.9645 - 326ms/epoch - 3ms/step
Epoch 3999/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9651 - val_loss: 0.2232 - val_auc: 0.9646 - 395ms/epoch - 3ms/step
Epoch 4000/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9651 - val_loss: 0.2230 - val_auc: 0.9646 - 355ms/epoch - 3ms/step
Epoch 4001/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2230 - val_auc: 0.9646 - 388ms/epoch - 3ms/step
Epoch 4002/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9652 - val_loss: 0.2231 - val_auc: 0.9645 - 328ms/epoch - 3ms/step
Epoch 4003/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9651 - val_loss: 0.2230 - val_auc: 0.9645 - 377ms/epoch - 3ms/step
Epoch 4004/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9651 - val_loss: 0.2230 - val_auc: 0.9646 - 319ms/epoch - 3ms/step
Epoch 4005/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9652 - val_loss: 0.2231 - val_auc: 0.9644 - 369ms/epoch - 3ms/step
Epoch 4006/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9651 - val_loss: 0.2231 - val_auc: 0.9645 - 320ms/epoch - 3ms/step
Epoch 4007/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9652 - val_loss: 0.2232 - val_auc: 0.9645 - 321ms/epoch - 3ms/step
Epoch 4008/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2230 - val_auc: 0.9646 - 365ms/epoch - 3ms/step
Epoch 4009/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9650 - val_loss: 0.2230 - val_auc: 0.9646 - 335ms/epoch - 3ms/step
Epoch 4010/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2232 - val_auc: 0.9646 - 353ms/epoch - 3ms/step
Epoch 4011/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9652 - val_loss: 0.2230 - val_auc: 0.9646 - 327ms/epoch - 3ms/step
Epoch 4012/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2229 - val_auc: 0.9647 - 370ms/epoch - 3ms/step
Epoch 4013/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2231 - val_auc: 0.9645 - 386ms/epoch - 3ms/step
Epoch 4014/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9651 - val_loss: 0.2231 - val_auc: 0.9646 - 330ms/epoch - 3ms/step
Epoch 4015/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9653 - val_loss: 0.2230 - val_auc: 0.9646 - 370ms/epoch - 3ms/step
Epoch 4016/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9651 - val_loss: 0.2230 - val_auc: 0.9646 - 325ms/epoch - 3ms/step
Epoch 4017/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2230 - val_auc: 0.9645 - 377ms/epoch - 3ms/step
Epoch 4018/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2229 - val_auc: 0.9646 - 329ms/epoch - 3ms/step
Epoch 4019/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2231 - val_auc: 0.9646 - 367ms/epoch - 3ms/step
Epoch 4020/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2229 - val_auc: 0.9645 - 335ms/epoch - 3ms/step
Epoch 4021/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2230 - val_auc: 0.9646 - 359ms/epoch - 3ms/step
Epoch 4022/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2231 - val_auc: 0.9646 - 320ms/epoch - 3ms/step
Epoch 4023/10000
124/124 - 0s - loss: 0.2109 - auc: 0.9652 - val_loss: 0.2230 - val_auc: 0.9645 - 374ms/epoch - 3ms/step
Epoch 4024/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9651 - val_loss: 0.2230 - val_auc: 0.9647 - 333ms/epoch - 3ms/step
Epoch 4025/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2229 - val_auc: 0.9646 - 371ms/epoch - 3ms/step
Epoch 4026/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9651 - val_loss: 0.2229 - val_auc: 0.9645 - 325ms/epoch - 3ms/step
Epoch 4027/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9653 - val_loss: 0.2229 - val_auc: 0.9646 - 370ms/epoch - 3ms/step
Epoch 4028/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9651 - val_loss: 0.2229 - val_auc: 0.9645 - 336ms/epoch - 3ms/step
Epoch 4029/10000
124/124 - 0s - loss: 0.2109 - auc: 0.9652 - val_loss: 0.2230 - val_auc: 0.9646 - 380ms/epoch - 3ms/step
Epoch 4030/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9651 - val_loss: 0.2229 - val_auc: 0.9645 - 382ms/epoch - 3ms/step
Epoch 4031/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2230 - val_auc: 0.9646 - 328ms/epoch - 3ms/step
Epoch 4032/10000
124/124 - 0s - loss: 0.2111 - auc: 0.9651 - val_loss: 0.2233 - val_auc: 0.9646 - 361ms/epoch - 3ms/step
Epoch 4033/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9654 - val_loss: 0.2229 - val_auc: 0.9646 - 321ms/epoch - 3ms/step
Epoch 4034/10000
124/124 - 0s - loss: 0.2109 - auc: 0.9652 - val_loss: 0.2229 - val_auc: 0.9645 - 371ms/epoch - 3ms/step
Epoch 4035/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9651 - val_loss: 0.2228 - val_auc: 0.9645 - 355ms/epoch - 3ms/step
Epoch 4036/10000
124/124 - 0s - loss: 0.2109 - auc: 0.9652 - val_loss: 0.2230 - val_auc: 0.9646 - 365ms/epoch - 3ms/step
Epoch 4037/10000
124/124 - 0s - loss: 0.2109 - auc: 0.9652 - val_loss: 0.2229 - val_auc: 0.9646 - 389ms/epoch - 3ms/step
Epoch 4038/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2228 - val_auc: 0.9647 - 374ms/epoch - 3ms/step
Epoch 4039/10000
124/124 - 0s - loss: 0.2109 - auc: 0.9652 - val_loss: 0.2229 - val_auc: 0.9646 - 327ms/epoch - 3ms/step
Epoch 4040/10000
124/124 - 0s - loss: 0.2109 - auc: 0.9652 - val_loss: 0.2230 - val_auc: 0.9646 - 377ms/epoch - 3ms/step
Epoch 4041/10000
124/124 - 0s - loss: 0.2109 - auc: 0.9651 - val_loss: 0.2230 - val_auc: 0.9647 - 394ms/epoch - 3ms/step
Epoch 4042/10000
124/124 - 0s - loss: 0.2110 - auc: 0.9652 - val_loss: 0.2231 - val_auc: 0.9647 - 349ms/epoch - 3ms/step
Epoch 4043/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9653 - val_loss: 0.2228 - val_auc: 0.9646 - 366ms/epoch - 3ms/step
Epoch 4044/10000
124/124 - 0s - loss: 0.2109 - auc: 0.9653 - val_loss: 0.2229 - val_auc: 0.9646 - 369ms/epoch - 3ms/step
Epoch 4045/10000
124/124 - 0s - loss: 0.2109 - auc: 0.9652 - val_loss: 0.2229 - val_auc: 0.9647 - 321ms/epoch - 3ms/step
Epoch 4046/10000
124/124 - 0s - loss: 0.2109 - auc: 0.9653 - val_loss: 0.2232 - val_auc: 0.9647 - 376ms/epoch - 3ms/step
Epoch 4047/10000
124/124 - 0s - loss: 0.2109 - auc: 0.9652 - val_loss: 0.2230 - val_auc: 0.9646 - 322ms/epoch - 3ms/step
Epoch 4048/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9653 - val_loss: 0.2229 - val_auc: 0.9646 - 325ms/epoch - 3ms/step
Epoch 4049/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9653 - val_loss: 0.2229 - val_auc: 0.9646 - 364ms/epoch - 3ms/step
Epoch 4050/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9653 - val_loss: 0.2229 - val_auc: 0.9646 - 323ms/epoch - 3ms/step
Epoch 4051/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9653 - val_loss: 0.2228 - val_auc: 0.9647 - 397ms/epoch - 3ms/step
Epoch 4052/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9652 - val_loss: 0.2228 - val_auc: 0.9645 - 479ms/epoch - 4ms/step
Epoch 4053/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9652 - val_loss: 0.2229 - val_auc: 0.9645 - 483ms/epoch - 4ms/step
Epoch 4054/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9652 - val_loss: 0.2228 - val_auc: 0.9646 - 394ms/epoch - 3ms/step
Epoch 4055/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9653 - val_loss: 0.2229 - val_auc: 0.9646 - 320ms/epoch - 3ms/step
Epoch 4056/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9653 - val_loss: 0.2230 - val_auc: 0.9647 - 322ms/epoch - 3ms/step
Epoch 4057/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9652 - val_loss: 0.2230 - val_auc: 0.9647 - 365ms/epoch - 3ms/step
Epoch 4058/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9653 - val_loss: 0.2229 - val_auc: 0.9647 - 314ms/epoch - 3ms/step
Epoch 4059/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9652 - val_loss: 0.2227 - val_auc: 0.9649 - 360ms/epoch - 3ms/step
Epoch 4060/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9653 - val_loss: 0.2227 - val_auc: 0.9649 - 326ms/epoch - 3ms/step
Epoch 4061/10000
124/124 - 0s - loss: 0.2109 - auc: 0.9652 - val_loss: 0.2228 - val_auc: 0.9647 - 382ms/epoch - 3ms/step
Epoch 4062/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9653 - val_loss: 0.2228 - val_auc: 0.9647 - 343ms/epoch - 3ms/step
Epoch 4063/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9652 - val_loss: 0.2227 - val_auc: 0.9648 - 374ms/epoch - 3ms/step
Epoch 4064/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9652 - val_loss: 0.2232 - val_auc: 0.9647 - 394ms/epoch - 3ms/step
Epoch 4065/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9652 - val_loss: 0.2228 - val_auc: 0.9647 - 385ms/epoch - 3ms/step
Epoch 4066/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9652 - val_loss: 0.2227 - val_auc: 0.9647 - 332ms/epoch - 3ms/step
Epoch 4067/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9653 - val_loss: 0.2229 - val_auc: 0.9647 - 376ms/epoch - 3ms/step
Epoch 4068/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9653 - val_loss: 0.2227 - val_auc: 0.9646 - 410ms/epoch - 3ms/step
Epoch 4069/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9653 - val_loss: 0.2227 - val_auc: 0.9647 - 389ms/epoch - 3ms/step
Epoch 4070/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9652 - val_loss: 0.2228 - val_auc: 0.9646 - 388ms/epoch - 3ms/step
Epoch 4071/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9654 - val_loss: 0.2228 - val_auc: 0.9647 - 385ms/epoch - 3ms/step
Epoch 4072/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9653 - val_loss: 0.2229 - val_auc: 0.9647 - 329ms/epoch - 3ms/step
Epoch 4073/10000
124/124 - 0s - loss: 0.2108 - auc: 0.9653 - val_loss: 0.2227 - val_auc: 0.9647 - 371ms/epoch - 3ms/step
Epoch 4074/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9653 - val_loss: 0.2227 - val_auc: 0.9647 - 333ms/epoch - 3ms/step
Epoch 4075/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9654 - val_loss: 0.2229 - val_auc: 0.9648 - 360ms/epoch - 3ms/step
Epoch 4076/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9654 - val_loss: 0.2227 - val_auc: 0.9647 - 318ms/epoch - 3ms/step
Epoch 4077/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9653 - val_loss: 0.2227 - val_auc: 0.9646 - 369ms/epoch - 3ms/step
Epoch 4078/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9654 - val_loss: 0.2227 - val_auc: 0.9647 - 320ms/epoch - 3ms/step
Epoch 4079/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9653 - val_loss: 0.2228 - val_auc: 0.9647 - 370ms/epoch - 3ms/step
Epoch 4080/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9654 - val_loss: 0.2226 - val_auc: 0.9648 - 329ms/epoch - 3ms/step
Epoch 4081/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9653 - val_loss: 0.2226 - val_auc: 0.9648 - 368ms/epoch - 3ms/step
Epoch 4082/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9652 - val_loss: 0.2226 - val_auc: 0.9647 - 327ms/epoch - 3ms/step
Epoch 4083/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9654 - val_loss: 0.2226 - val_auc: 0.9648 - 375ms/epoch - 3ms/step
Epoch 4084/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9654 - val_loss: 0.2227 - val_auc: 0.9646 - 321ms/epoch - 3ms/step
Epoch 4085/10000
124/124 - 0s - loss: 0.2107 - auc: 0.9653 - val_loss: 0.2226 - val_auc: 0.9648 - 382ms/epoch - 3ms/step
Epoch 4086/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9654 - val_loss: 0.2227 - val_auc: 0.9647 - 335ms/epoch - 3ms/step
Epoch 4087/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9655 - val_loss: 0.2226 - val_auc: 0.9648 - 369ms/epoch - 3ms/step
Epoch 4088/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9654 - val_loss: 0.2228 - val_auc: 0.9647 - 383ms/epoch - 3ms/step
Epoch 4089/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9653 - val_loss: 0.2226 - val_auc: 0.9647 - 341ms/epoch - 3ms/step
Epoch 4090/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9654 - val_loss: 0.2227 - val_auc: 0.9648 - 390ms/epoch - 3ms/step
Epoch 4091/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9653 - val_loss: 0.2227 - val_auc: 0.9647 - 406ms/epoch - 3ms/step
Epoch 4092/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9653 - val_loss: 0.2226 - val_auc: 0.9648 - 383ms/epoch - 3ms/step
Epoch 4093/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9655 - val_loss: 0.2227 - val_auc: 0.9647 - 388ms/epoch - 3ms/step
Epoch 4094/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9653 - val_loss: 0.2228 - val_auc: 0.9647 - 382ms/epoch - 3ms/step
Epoch 4095/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9654 - val_loss: 0.2225 - val_auc: 0.9648 - 392ms/epoch - 3ms/step
Epoch 4096/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9653 - val_loss: 0.2226 - val_auc: 0.9647 - 339ms/epoch - 3ms/step
Epoch 4097/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9655 - val_loss: 0.2226 - val_auc: 0.9649 - 389ms/epoch - 3ms/step
Epoch 4098/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9653 - val_loss: 0.2226 - val_auc: 0.9649 - 381ms/epoch - 3ms/step
Epoch 4099/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9654 - val_loss: 0.2226 - val_auc: 0.9648 - 388ms/epoch - 3ms/step
Epoch 4100/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9652 - val_loss: 0.2225 - val_auc: 0.9649 - 340ms/epoch - 3ms/step
Epoch 4101/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9655 - val_loss: 0.2226 - val_auc: 0.9646 - 334ms/epoch - 3ms/step
Epoch 4102/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9654 - val_loss: 0.2226 - val_auc: 0.9648 - 372ms/epoch - 3ms/step
Epoch 4103/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9653 - val_loss: 0.2226 - val_auc: 0.9647 - 327ms/epoch - 3ms/step
Epoch 4104/10000
124/124 - 0s - loss: 0.2106 - auc: 0.9655 - val_loss: 0.2229 - val_auc: 0.9647 - 372ms/epoch - 3ms/step
Epoch 4105/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9653 - val_loss: 0.2226 - val_auc: 0.9647 - 343ms/epoch - 3ms/step
Epoch 4106/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9654 - val_loss: 0.2226 - val_auc: 0.9648 - 375ms/epoch - 3ms/step
Epoch 4107/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9654 - val_loss: 0.2226 - val_auc: 0.9647 - 368ms/epoch - 3ms/step
Epoch 4108/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9654 - val_loss: 0.2226 - val_auc: 0.9646 - 324ms/epoch - 3ms/step
Epoch 4109/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9653 - val_loss: 0.2225 - val_auc: 0.9648 - 366ms/epoch - 3ms/step
Epoch 4110/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9654 - val_loss: 0.2226 - val_auc: 0.9648 - 339ms/epoch - 3ms/step
Epoch 4111/10000
124/124 - 0s - loss: 0.2105 - auc: 0.9655 - val_loss: 0.2227 - val_auc: 0.9648 - 320ms/epoch - 3ms/step
Epoch 4112/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9653 - val_loss: 0.2226 - val_auc: 0.9648 - 335ms/epoch - 3ms/step
Epoch 4113/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9654 - val_loss: 0.2225 - val_auc: 0.9649 - 363ms/epoch - 3ms/step
Epoch 4114/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9655 - val_loss: 0.2227 - val_auc: 0.9648 - 332ms/epoch - 3ms/step
Epoch 4115/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9654 - val_loss: 0.2227 - val_auc: 0.9649 - 320ms/epoch - 3ms/step
Epoch 4116/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9655 - val_loss: 0.2226 - val_auc: 0.9648 - 351ms/epoch - 3ms/step
Epoch 4117/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9655 - val_loss: 0.2226 - val_auc: 0.9648 - 312ms/epoch - 3ms/step
Epoch 4118/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9653 - val_loss: 0.2225 - val_auc: 0.9648 - 314ms/epoch - 3ms/step
Epoch 4119/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9654 - val_loss: 0.2225 - val_auc: 0.9647 - 357ms/epoch - 3ms/step
Epoch 4120/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9655 - val_loss: 0.2227 - val_auc: 0.9649 - 335ms/epoch - 3ms/step
Epoch 4121/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9655 - val_loss: 0.2226 - val_auc: 0.9648 - 371ms/epoch - 3ms/step
Epoch 4122/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9654 - val_loss: 0.2224 - val_auc: 0.9648 - 316ms/epoch - 3ms/step
Epoch 4123/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9654 - val_loss: 0.2225 - val_auc: 0.9649 - 324ms/epoch - 3ms/step
Epoch 4124/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9654 - val_loss: 0.2225 - val_auc: 0.9648 - 368ms/epoch - 3ms/step
Epoch 4125/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9655 - val_loss: 0.2225 - val_auc: 0.9648 - 327ms/epoch - 3ms/step
Epoch 4126/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9653 - val_loss: 0.2227 - val_auc: 0.9649 - 363ms/epoch - 3ms/step
Epoch 4127/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9654 - val_loss: 0.2226 - val_auc: 0.9649 - 313ms/epoch - 3ms/step
Epoch 4128/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9654 - val_loss: 0.2225 - val_auc: 0.9648 - 372ms/epoch - 3ms/step
Epoch 4129/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9655 - val_loss: 0.2226 - val_auc: 0.9650 - 327ms/epoch - 3ms/step
Epoch 4130/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9653 - val_loss: 0.2225 - val_auc: 0.9648 - 359ms/epoch - 3ms/step
Epoch 4131/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9654 - val_loss: 0.2225 - val_auc: 0.9649 - 324ms/epoch - 3ms/step
Epoch 4132/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9654 - val_loss: 0.2226 - val_auc: 0.9648 - 324ms/epoch - 3ms/step
Epoch 4133/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9654 - val_loss: 0.2224 - val_auc: 0.9649 - 354ms/epoch - 3ms/step
Epoch 4134/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9654 - val_loss: 0.2225 - val_auc: 0.9649 - 315ms/epoch - 3ms/step
Epoch 4135/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9654 - val_loss: 0.2226 - val_auc: 0.9649 - 325ms/epoch - 3ms/step
Epoch 4136/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9654 - val_loss: 0.2226 - val_auc: 0.9648 - 356ms/epoch - 3ms/step
Epoch 4137/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9654 - val_loss: 0.2225 - val_auc: 0.9648 - 318ms/epoch - 3ms/step
Epoch 4138/10000
124/124 - 0s - loss: 0.2104 - auc: 0.9654 - val_loss: 0.2225 - val_auc: 0.9648 - 319ms/epoch - 3ms/step
Epoch 4139/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9655 - val_loss: 0.2225 - val_auc: 0.9649 - 360ms/epoch - 3ms/step
Epoch 4140/10000
124/124 - 0s - loss: 0.2102 - auc: 0.9655 - val_loss: 0.2225 - val_auc: 0.9647 - 336ms/epoch - 3ms/step
Epoch 4141/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9654 - val_loss: 0.2225 - val_auc: 0.9649 - 365ms/epoch - 3ms/step
Epoch 4142/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9655 - val_loss: 0.2225 - val_auc: 0.9649 - 373ms/epoch - 3ms/step
Epoch 4143/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9654 - val_loss: 0.2225 - val_auc: 0.9649 - 329ms/epoch - 3ms/step
Epoch 4144/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9655 - val_loss: 0.2224 - val_auc: 0.9648 - 375ms/epoch - 3ms/step
Epoch 4145/10000
124/124 - 0s - loss: 0.2102 - auc: 0.9655 - val_loss: 0.2223 - val_auc: 0.9649 - 332ms/epoch - 3ms/step
Epoch 4146/10000
124/124 - 0s - loss: 0.2102 - auc: 0.9655 - val_loss: 0.2224 - val_auc: 0.9649 - 368ms/epoch - 3ms/step
Epoch 4147/10000
124/124 - 0s - loss: 0.2102 - auc: 0.9656 - val_loss: 0.2224 - val_auc: 0.9648 - 336ms/epoch - 3ms/step
Epoch 4148/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9655 - val_loss: 0.2224 - val_auc: 0.9648 - 345ms/epoch - 3ms/step
Epoch 4149/10000
124/124 - 0s - loss: 0.2102 - auc: 0.9655 - val_loss: 0.2224 - val_auc: 0.9648 - 380ms/epoch - 3ms/step
Epoch 4150/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9655 - val_loss: 0.2225 - val_auc: 0.9648 - 387ms/epoch - 3ms/step
Epoch 4151/10000
124/124 - 0s - loss: 0.2102 - auc: 0.9655 - val_loss: 0.2225 - val_auc: 0.9648 - 337ms/epoch - 3ms/step
Epoch 4152/10000
124/124 - 0s - loss: 0.2102 - auc: 0.9654 - val_loss: 0.2224 - val_auc: 0.9649 - 378ms/epoch - 3ms/step
Epoch 4153/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9656 - val_loss: 0.2223 - val_auc: 0.9648 - 380ms/epoch - 3ms/step
Epoch 4154/10000
124/124 - 0s - loss: 0.2103 - auc: 0.9654 - val_loss: 0.2224 - val_auc: 0.9648 - 308ms/epoch - 2ms/step
Epoch 4155/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9654 - val_loss: 0.2223 - val_auc: 0.9649 - 330ms/epoch - 3ms/step
Epoch 4156/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9656 - val_loss: 0.2224 - val_auc: 0.9649 - 363ms/epoch - 3ms/step
Epoch 4157/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9655 - val_loss: 0.2224 - val_auc: 0.9650 - 371ms/epoch - 3ms/step
Epoch 4158/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9655 - val_loss: 0.2224 - val_auc: 0.9649 - 395ms/epoch - 3ms/step
Epoch 4159/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9655 - val_loss: 0.2223 - val_auc: 0.9648 - 331ms/epoch - 3ms/step
Epoch 4160/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9655 - val_loss: 0.2225 - val_auc: 0.9648 - 366ms/epoch - 3ms/step
Epoch 4161/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9655 - val_loss: 0.2223 - val_auc: 0.9649 - 334ms/epoch - 3ms/step
Epoch 4162/10000
124/124 - 0s - loss: 0.2102 - auc: 0.9655 - val_loss: 0.2223 - val_auc: 0.9649 - 374ms/epoch - 3ms/step
Epoch 4163/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9655 - val_loss: 0.2224 - val_auc: 0.9648 - 313ms/epoch - 3ms/step
Epoch 4164/10000
124/124 - 0s - loss: 0.2102 - auc: 0.9654 - val_loss: 0.2224 - val_auc: 0.9649 - 330ms/epoch - 3ms/step
Epoch 4165/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9655 - val_loss: 0.2225 - val_auc: 0.9649 - 359ms/epoch - 3ms/step
Epoch 4166/10000
124/124 - 0s - loss: 0.2102 - auc: 0.9655 - val_loss: 0.2225 - val_auc: 0.9650 - 325ms/epoch - 3ms/step
Epoch 4167/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9654 - val_loss: 0.2224 - val_auc: 0.9649 - 372ms/epoch - 3ms/step
Epoch 4168/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9656 - val_loss: 0.2223 - val_auc: 0.9649 - 337ms/epoch - 3ms/step
Epoch 4169/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9656 - val_loss: 0.2223 - val_auc: 0.9649 - 372ms/epoch - 3ms/step
Epoch 4170/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9655 - val_loss: 0.2223 - val_auc: 0.9649 - 443ms/epoch - 4ms/step
Epoch 4171/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9655 - val_loss: 0.2224 - val_auc: 0.9649 - 332ms/epoch - 3ms/step
Epoch 4172/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9656 - val_loss: 0.2223 - val_auc: 0.9649 - 330ms/epoch - 3ms/step
Epoch 4173/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9655 - val_loss: 0.2226 - val_auc: 0.9649 - 365ms/epoch - 3ms/step
Epoch 4174/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9655 - val_loss: 0.2226 - val_auc: 0.9648 - 316ms/epoch - 3ms/step
Epoch 4175/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9656 - val_loss: 0.2223 - val_auc: 0.9649 - 330ms/epoch - 3ms/step
Epoch 4176/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9656 - val_loss: 0.2222 - val_auc: 0.9650 - 359ms/epoch - 3ms/step
Epoch 4177/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9656 - val_loss: 0.2222 - val_auc: 0.9650 - 379ms/epoch - 3ms/step
Epoch 4178/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9655 - val_loss: 0.2222 - val_auc: 0.9649 - 346ms/epoch - 3ms/step
Epoch 4179/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9656 - val_loss: 0.2224 - val_auc: 0.9650 - 374ms/epoch - 3ms/step
Epoch 4180/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9655 - val_loss: 0.2223 - val_auc: 0.9648 - 329ms/epoch - 3ms/step
Epoch 4181/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9656 - val_loss: 0.2222 - val_auc: 0.9649 - 367ms/epoch - 3ms/step
Epoch 4182/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9657 - val_loss: 0.2222 - val_auc: 0.9649 - 323ms/epoch - 3ms/step
Epoch 4183/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9655 - val_loss: 0.2224 - val_auc: 0.9650 - 360ms/epoch - 3ms/step
Epoch 4184/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9656 - val_loss: 0.2225 - val_auc: 0.9649 - 324ms/epoch - 3ms/step
Epoch 4185/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9656 - val_loss: 0.2222 - val_auc: 0.9648 - 358ms/epoch - 3ms/step
Epoch 4186/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9655 - val_loss: 0.2222 - val_auc: 0.9651 - 332ms/epoch - 3ms/step
Epoch 4187/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9656 - val_loss: 0.2221 - val_auc: 0.9650 - 371ms/epoch - 3ms/step
Epoch 4188/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9656 - val_loss: 0.2222 - val_auc: 0.9647 - 320ms/epoch - 3ms/step
Epoch 4189/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9657 - val_loss: 0.2222 - val_auc: 0.9651 - 440ms/epoch - 4ms/step
Epoch 4190/10000
124/124 - 0s - loss: 0.2101 - auc: 0.9655 - val_loss: 0.2222 - val_auc: 0.9651 - 397ms/epoch - 3ms/step
Epoch 4191/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9655 - val_loss: 0.2222 - val_auc: 0.9650 - 330ms/epoch - 3ms/step
Epoch 4192/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9656 - val_loss: 0.2221 - val_auc: 0.9651 - 333ms/epoch - 3ms/step
Epoch 4193/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9656 - val_loss: 0.2222 - val_auc: 0.9651 - 368ms/epoch - 3ms/step
Epoch 4194/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9657 - val_loss: 0.2221 - val_auc: 0.9650 - 315ms/epoch - 3ms/step
Epoch 4195/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9655 - val_loss: 0.2222 - val_auc: 0.9649 - 364ms/epoch - 3ms/step
Epoch 4196/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9656 - val_loss: 0.2222 - val_auc: 0.9650 - 329ms/epoch - 3ms/step
Epoch 4197/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9655 - val_loss: 0.2223 - val_auc: 0.9650 - 371ms/epoch - 3ms/step
Epoch 4198/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9655 - val_loss: 0.2221 - val_auc: 0.9651 - 332ms/epoch - 3ms/step
Epoch 4199/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9656 - val_loss: 0.2222 - val_auc: 0.9650 - 387ms/epoch - 3ms/step
Epoch 4200/10000
124/124 - 0s - loss: 0.2100 - auc: 0.9656 - val_loss: 0.2222 - val_auc: 0.9649 - 375ms/epoch - 3ms/step
Epoch 4201/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9656 - val_loss: 0.2221 - val_auc: 0.9650 - 327ms/epoch - 3ms/step
Epoch 4202/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9657 - val_loss: 0.2222 - val_auc: 0.9650 - 372ms/epoch - 3ms/step
Epoch 4203/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9655 - val_loss: 0.2221 - val_auc: 0.9650 - 321ms/epoch - 3ms/step
Epoch 4204/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9657 - val_loss: 0.2221 - val_auc: 0.9650 - 380ms/epoch - 3ms/step
Epoch 4205/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9655 - val_loss: 0.2223 - val_auc: 0.9649 - 329ms/epoch - 3ms/step
Epoch 4206/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9657 - val_loss: 0.2221 - val_auc: 0.9650 - 365ms/epoch - 3ms/step
Epoch 4207/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9656 - val_loss: 0.2222 - val_auc: 0.9650 - 330ms/epoch - 3ms/step
Epoch 4208/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9656 - val_loss: 0.2221 - val_auc: 0.9651 - 378ms/epoch - 3ms/step
Epoch 4209/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9656 - val_loss: 0.2222 - val_auc: 0.9650 - 378ms/epoch - 3ms/step
Epoch 4210/10000
124/124 - 0s - loss: 0.2099 - auc: 0.9656 - val_loss: 0.2221 - val_auc: 0.9651 - 331ms/epoch - 3ms/step
Epoch 4211/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9656 - val_loss: 0.2222 - val_auc: 0.9650 - 373ms/epoch - 3ms/step
Epoch 4212/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9657 - val_loss: 0.2222 - val_auc: 0.9651 - 322ms/epoch - 3ms/step
Epoch 4213/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9655 - val_loss: 0.2222 - val_auc: 0.9651 - 365ms/epoch - 3ms/step
Epoch 4214/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9656 - val_loss: 0.2221 - val_auc: 0.9650 - 308ms/epoch - 2ms/step
Epoch 4215/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9656 - val_loss: 0.2220 - val_auc: 0.9650 - 313ms/epoch - 3ms/step
Epoch 4216/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9657 - val_loss: 0.2221 - val_auc: 0.9650 - 372ms/epoch - 3ms/step
Epoch 4217/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9655 - val_loss: 0.2221 - val_auc: 0.9649 - 311ms/epoch - 3ms/step
Epoch 4218/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9656 - val_loss: 0.2221 - val_auc: 0.9650 - 325ms/epoch - 3ms/step
Epoch 4219/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9657 - val_loss: 0.2223 - val_auc: 0.9651 - 345ms/epoch - 3ms/step
Epoch 4220/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9655 - val_loss: 0.2222 - val_auc: 0.9650 - 376ms/epoch - 3ms/step
Epoch 4221/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9657 - val_loss: 0.2221 - val_auc: 0.9650 - 279ms/epoch - 2ms/step
Epoch 4222/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9657 - val_loss: 0.2220 - val_auc: 0.9650 - 364ms/epoch - 3ms/step
Epoch 4223/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9657 - val_loss: 0.2223 - val_auc: 0.9650 - 335ms/epoch - 3ms/step
Epoch 4224/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9656 - val_loss: 0.2221 - val_auc: 0.9650 - 360ms/epoch - 3ms/step
Epoch 4225/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9657 - val_loss: 0.2222 - val_auc: 0.9651 - 315ms/epoch - 3ms/step
Epoch 4226/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9657 - val_loss: 0.2220 - val_auc: 0.9650 - 317ms/epoch - 3ms/step
Epoch 4227/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9657 - val_loss: 0.2222 - val_auc: 0.9650 - 359ms/epoch - 3ms/step
Epoch 4228/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9656 - val_loss: 0.2221 - val_auc: 0.9650 - 315ms/epoch - 3ms/step
Epoch 4229/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9657 - val_loss: 0.2221 - val_auc: 0.9650 - 442ms/epoch - 4ms/step
Epoch 4230/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9657 - val_loss: 0.2223 - val_auc: 0.9650 - 271ms/epoch - 2ms/step
Epoch 4231/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9658 - val_loss: 0.2220 - val_auc: 0.9651 - 351ms/epoch - 3ms/step
Epoch 4232/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9657 - val_loss: 0.2220 - val_auc: 0.9648 - 313ms/epoch - 3ms/step
Epoch 4233/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9656 - val_loss: 0.2220 - val_auc: 0.9650 - 319ms/epoch - 3ms/step
Epoch 4234/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9656 - val_loss: 0.2220 - val_auc: 0.9651 - 363ms/epoch - 3ms/step
Epoch 4235/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9656 - val_loss: 0.2221 - val_auc: 0.9652 - 319ms/epoch - 3ms/step
Epoch 4236/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9658 - val_loss: 0.2222 - val_auc: 0.9650 - 318ms/epoch - 3ms/step
Epoch 4237/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9656 - val_loss: 0.2220 - val_auc: 0.9651 - 353ms/epoch - 3ms/step
Epoch 4238/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9658 - val_loss: 0.2222 - val_auc: 0.9651 - 338ms/epoch - 3ms/step
Epoch 4239/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9657 - val_loss: 0.2221 - val_auc: 0.9651 - 365ms/epoch - 3ms/step
Epoch 4240/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9657 - val_loss: 0.2220 - val_auc: 0.9651 - 318ms/epoch - 3ms/step
Epoch 4241/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9656 - val_loss: 0.2220 - val_auc: 0.9651 - 321ms/epoch - 3ms/step
Epoch 4242/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9657 - val_loss: 0.2220 - val_auc: 0.9652 - 361ms/epoch - 3ms/step
Epoch 4243/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9657 - val_loss: 0.2221 - val_auc: 0.9650 - 319ms/epoch - 3ms/step
Epoch 4244/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9655 - val_loss: 0.2220 - val_auc: 0.9650 - 433ms/epoch - 3ms/step
Epoch 4245/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9657 - val_loss: 0.2222 - val_auc: 0.9651 - 276ms/epoch - 2ms/step
Epoch 4246/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9657 - val_loss: 0.2219 - val_auc: 0.9652 - 363ms/epoch - 3ms/step
Epoch 4247/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9656 - val_loss: 0.2219 - val_auc: 0.9652 - 325ms/epoch - 3ms/step
Epoch 4248/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9657 - val_loss: 0.2221 - val_auc: 0.9650 - 358ms/epoch - 3ms/step
Epoch 4249/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9656 - val_loss: 0.2220 - val_auc: 0.9652 - 314ms/epoch - 3ms/step
Epoch 4250/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9657 - val_loss: 0.2220 - val_auc: 0.9652 - 324ms/epoch - 3ms/step
Epoch 4251/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9656 - val_loss: 0.2222 - val_auc: 0.9651 - 353ms/epoch - 3ms/step
Epoch 4252/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9656 - val_loss: 0.2220 - val_auc: 0.9652 - 311ms/epoch - 3ms/step
Epoch 4253/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9657 - val_loss: 0.2218 - val_auc: 0.9652 - 327ms/epoch - 3ms/step
Epoch 4254/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9657 - val_loss: 0.2219 - val_auc: 0.9651 - 308ms/epoch - 2ms/step
Epoch 4255/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9657 - val_loss: 0.2220 - val_auc: 0.9652 - 325ms/epoch - 3ms/step
Epoch 4256/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9658 - val_loss: 0.2221 - val_auc: 0.9650 - 377ms/epoch - 3ms/step
Epoch 4257/10000
124/124 - 0s - loss: 0.2098 - auc: 0.9657 - val_loss: 0.2221 - val_auc: 0.9650 - 325ms/epoch - 3ms/step
Epoch 4258/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9657 - val_loss: 0.2219 - val_auc: 0.9651 - 371ms/epoch - 3ms/step
Epoch 4259/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9657 - val_loss: 0.2222 - val_auc: 0.9651 - 332ms/epoch - 3ms/step
Epoch 4260/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9657 - val_loss: 0.2219 - val_auc: 0.9649 - 363ms/epoch - 3ms/step
Epoch 4261/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9657 - val_loss: 0.2219 - val_auc: 0.9653 - 334ms/epoch - 3ms/step
Epoch 4262/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9658 - val_loss: 0.2219 - val_auc: 0.9653 - 376ms/epoch - 3ms/step
Epoch 4263/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9657 - val_loss: 0.2219 - val_auc: 0.9652 - 339ms/epoch - 3ms/step
Epoch 4264/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9656 - val_loss: 0.2219 - val_auc: 0.9652 - 359ms/epoch - 3ms/step
Epoch 4265/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9658 - val_loss: 0.2219 - val_auc: 0.9652 - 333ms/epoch - 3ms/step
Epoch 4266/10000
124/124 - 0s - loss: 0.2096 - auc: 0.9657 - val_loss: 0.2219 - val_auc: 0.9653 - 375ms/epoch - 3ms/step
Epoch 4267/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9657 - val_loss: 0.2219 - val_auc: 0.9651 - 386ms/epoch - 3ms/step
Epoch 4268/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9652 - 332ms/epoch - 3ms/step
Epoch 4269/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9658 - val_loss: 0.2221 - val_auc: 0.9651 - 335ms/epoch - 3ms/step
Epoch 4270/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9656 - val_loss: 0.2219 - val_auc: 0.9652 - 375ms/epoch - 3ms/step
Epoch 4271/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9657 - val_loss: 0.2218 - val_auc: 0.9652 - 320ms/epoch - 3ms/step
Epoch 4272/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9657 - val_loss: 0.2218 - val_auc: 0.9653 - 372ms/epoch - 3ms/step
Epoch 4273/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9657 - val_loss: 0.2218 - val_auc: 0.9653 - 341ms/epoch - 3ms/step
Epoch 4274/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9656 - val_loss: 0.2218 - val_auc: 0.9652 - 365ms/epoch - 3ms/step
Epoch 4275/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9652 - 335ms/epoch - 3ms/step
Epoch 4276/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9658 - val_loss: 0.2219 - val_auc: 0.9652 - 362ms/epoch - 3ms/step
Epoch 4277/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9658 - val_loss: 0.2220 - val_auc: 0.9650 - 333ms/epoch - 3ms/step
Epoch 4278/10000
124/124 - 0s - loss: 0.2095 - auc: 0.9658 - val_loss: 0.2219 - val_auc: 0.9652 - 365ms/epoch - 3ms/step
Epoch 4279/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9657 - val_loss: 0.2221 - val_auc: 0.9652 - 304ms/epoch - 2ms/step
Epoch 4280/10000
124/124 - 0s - loss: 0.2097 - auc: 0.9656 - val_loss: 0.2218 - val_auc: 0.9653 - 321ms/epoch - 3ms/step
Epoch 4281/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9657 - val_loss: 0.2218 - val_auc: 0.9650 - 355ms/epoch - 3ms/step
Epoch 4282/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9652 - 311ms/epoch - 3ms/step
Epoch 4283/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9658 - val_loss: 0.2221 - val_auc: 0.9651 - 316ms/epoch - 3ms/step
Epoch 4284/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9657 - val_loss: 0.2217 - val_auc: 0.9651 - 366ms/epoch - 3ms/step
Epoch 4285/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9657 - val_loss: 0.2222 - val_auc: 0.9652 - 313ms/epoch - 3ms/step
Epoch 4286/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9652 - 333ms/epoch - 3ms/step
Epoch 4287/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9658 - val_loss: 0.2217 - val_auc: 0.9654 - 377ms/epoch - 3ms/step
Epoch 4288/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9652 - 318ms/epoch - 3ms/step
Epoch 4289/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9658 - val_loss: 0.2217 - val_auc: 0.9649 - 359ms/epoch - 3ms/step
Epoch 4290/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9657 - val_loss: 0.2217 - val_auc: 0.9652 - 328ms/epoch - 3ms/step
Epoch 4291/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9658 - val_loss: 0.2217 - val_auc: 0.9650 - 367ms/epoch - 3ms/step
Epoch 4292/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9658 - val_loss: 0.2219 - val_auc: 0.9651 - 345ms/epoch - 3ms/step
Epoch 4293/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9657 - val_loss: 0.2217 - val_auc: 0.9653 - 353ms/epoch - 3ms/step
Epoch 4294/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9659 - val_loss: 0.2219 - val_auc: 0.9651 - 325ms/epoch - 3ms/step
Epoch 4295/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9656 - val_loss: 0.2218 - val_auc: 0.9652 - 382ms/epoch - 3ms/step
Epoch 4296/10000
124/124 - 0s - loss: 0.2094 - auc: 0.9659 - val_loss: 0.2217 - val_auc: 0.9651 - 371ms/epoch - 3ms/step
Epoch 4297/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9658 - val_loss: 0.2217 - val_auc: 0.9653 - 336ms/epoch - 3ms/step
Epoch 4298/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9657 - val_loss: 0.2218 - val_auc: 0.9652 - 368ms/epoch - 3ms/step
Epoch 4299/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9657 - val_loss: 0.2218 - val_auc: 0.9650 - 386ms/epoch - 3ms/step
Epoch 4300/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9658 - val_loss: 0.2217 - val_auc: 0.9652 - 331ms/epoch - 3ms/step
Epoch 4301/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9658 - val_loss: 0.2217 - val_auc: 0.9649 - 440ms/epoch - 4ms/step
Epoch 4302/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9657 - val_loss: 0.2219 - val_auc: 0.9651 - 330ms/epoch - 3ms/step
Epoch 4303/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9649 - 320ms/epoch - 3ms/step
Epoch 4304/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9651 - 437ms/epoch - 4ms/step
Epoch 4305/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9649 - 335ms/epoch - 3ms/step
Epoch 4306/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9657 - val_loss: 0.2217 - val_auc: 0.9649 - 322ms/epoch - 3ms/step
Epoch 4307/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9649 - 362ms/epoch - 3ms/step
Epoch 4308/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9658 - val_loss: 0.2217 - val_auc: 0.9653 - 336ms/epoch - 3ms/step
Epoch 4309/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9659 - val_loss: 0.2218 - val_auc: 0.9652 - 318ms/epoch - 3ms/step
Epoch 4310/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9651 - 362ms/epoch - 3ms/step
Epoch 4311/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9659 - val_loss: 0.2217 - val_auc: 0.9653 - 332ms/epoch - 3ms/step
Epoch 4312/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9657 - val_loss: 0.2218 - val_auc: 0.9652 - 367ms/epoch - 3ms/step
Epoch 4313/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9652 - 377ms/epoch - 3ms/step
Epoch 4314/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9658 - val_loss: 0.2216 - val_auc: 0.9650 - 332ms/epoch - 3ms/step
Epoch 4315/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9658 - val_loss: 0.2217 - val_auc: 0.9654 - 360ms/epoch - 3ms/step
Epoch 4316/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9658 - val_loss: 0.2217 - val_auc: 0.9653 - 324ms/epoch - 3ms/step
Epoch 4317/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9652 - 380ms/epoch - 3ms/step
Epoch 4318/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9657 - val_loss: 0.2218 - val_auc: 0.9652 - 331ms/epoch - 3ms/step
Epoch 4319/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9652 - 378ms/epoch - 3ms/step
Epoch 4320/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9653 - 367ms/epoch - 3ms/step
Epoch 4321/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9659 - val_loss: 0.2217 - val_auc: 0.9653 - 328ms/epoch - 3ms/step
Epoch 4322/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9657 - val_loss: 0.2216 - val_auc: 0.9653 - 385ms/epoch - 3ms/step
Epoch 4323/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9658 - val_loss: 0.2216 - val_auc: 0.9654 - 344ms/epoch - 3ms/step
Epoch 4324/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9659 - val_loss: 0.2217 - val_auc: 0.9653 - 369ms/epoch - 3ms/step
Epoch 4325/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9658 - val_loss: 0.2217 - val_auc: 0.9654 - 445ms/epoch - 4ms/step
Epoch 4326/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9658 - val_loss: 0.2217 - val_auc: 0.9653 - 346ms/epoch - 3ms/step
Epoch 4327/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9658 - val_loss: 0.2215 - val_auc: 0.9652 - 391ms/epoch - 3ms/step
Epoch 4328/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9651 - 374ms/epoch - 3ms/step
Epoch 4329/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9658 - val_loss: 0.2216 - val_auc: 0.9651 - 359ms/epoch - 3ms/step
Epoch 4330/10000
124/124 - 0s - loss: 0.2093 - auc: 0.9659 - val_loss: 0.2215 - val_auc: 0.9653 - 372ms/epoch - 3ms/step
Epoch 4331/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9654 - 436ms/epoch - 4ms/step
Epoch 4332/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9658 - val_loss: 0.2216 - val_auc: 0.9651 - 324ms/epoch - 3ms/step
Epoch 4333/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9655 - 325ms/epoch - 3ms/step
Epoch 4334/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9658 - val_loss: 0.2218 - val_auc: 0.9652 - 451ms/epoch - 4ms/step
Epoch 4335/10000
124/124 - 0s - loss: 0.2092 - auc: 0.9658 - val_loss: 0.2216 - val_auc: 0.9654 - 334ms/epoch - 3ms/step
Epoch 4336/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9658 - val_loss: 0.2217 - val_auc: 0.9653 - 321ms/epoch - 3ms/step
Epoch 4337/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9658 - val_loss: 0.2215 - val_auc: 0.9650 - 377ms/epoch - 3ms/step
Epoch 4338/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9659 - val_loss: 0.2215 - val_auc: 0.9651 - 390ms/epoch - 3ms/step
Epoch 4339/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9651 - 393ms/epoch - 3ms/step
Epoch 4340/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2217 - val_auc: 0.9653 - 332ms/epoch - 3ms/step
Epoch 4341/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9654 - 367ms/epoch - 3ms/step
Epoch 4342/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2215 - val_auc: 0.9651 - 343ms/epoch - 3ms/step
Epoch 4343/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9658 - val_loss: 0.2216 - val_auc: 0.9654 - 364ms/epoch - 3ms/step
Epoch 4344/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9654 - 368ms/epoch - 3ms/step
Epoch 4345/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9658 - val_loss: 0.2215 - val_auc: 0.9651 - 343ms/epoch - 3ms/step
Epoch 4346/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9661 - val_loss: 0.2216 - val_auc: 0.9651 - 368ms/epoch - 3ms/step
Epoch 4347/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2215 - val_auc: 0.9651 - 328ms/epoch - 3ms/step
Epoch 4348/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9651 - 367ms/epoch - 3ms/step
Epoch 4349/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9651 - 388ms/epoch - 3ms/step
Epoch 4350/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9660 - val_loss: 0.2217 - val_auc: 0.9650 - 329ms/epoch - 3ms/step
Epoch 4351/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9660 - val_loss: 0.2215 - val_auc: 0.9651 - 373ms/epoch - 3ms/step
Epoch 4352/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2215 - val_auc: 0.9654 - 321ms/epoch - 3ms/step
Epoch 4353/10000
124/124 - 0s - loss: 0.2091 - auc: 0.9658 - val_loss: 0.2215 - val_auc: 0.9652 - 376ms/epoch - 3ms/step
Epoch 4354/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9658 - val_loss: 0.2216 - val_auc: 0.9654 - 335ms/epoch - 3ms/step
Epoch 4355/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2217 - val_auc: 0.9652 - 366ms/epoch - 3ms/step
Epoch 4356/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2215 - val_auc: 0.9650 - 336ms/epoch - 3ms/step
Epoch 4357/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9653 - 365ms/epoch - 3ms/step
Epoch 4358/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9659 - val_loss: 0.2215 - val_auc: 0.9652 - 327ms/epoch - 3ms/step
Epoch 4359/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9659 - val_loss: 0.2215 - val_auc: 0.9653 - 370ms/epoch - 3ms/step
Epoch 4360/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2215 - val_auc: 0.9655 - 445ms/epoch - 4ms/step
Epoch 4361/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2215 - val_auc: 0.9651 - 332ms/epoch - 3ms/step
Epoch 4362/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9653 - 347ms/epoch - 3ms/step
Epoch 4363/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9653 - 361ms/epoch - 3ms/step
Epoch 4364/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9660 - val_loss: 0.2214 - val_auc: 0.9651 - 449ms/epoch - 4ms/step
Epoch 4365/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9658 - val_loss: 0.2215 - val_auc: 0.9652 - 336ms/epoch - 3ms/step
Epoch 4366/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9660 - val_loss: 0.2215 - val_auc: 0.9651 - 378ms/epoch - 3ms/step
Epoch 4367/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9653 - 323ms/epoch - 3ms/step
Epoch 4368/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9659 - val_loss: 0.2214 - val_auc: 0.9652 - 329ms/epoch - 3ms/step
Epoch 4369/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9659 - val_loss: 0.2214 - val_auc: 0.9652 - 362ms/epoch - 3ms/step
Epoch 4370/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9660 - val_loss: 0.2215 - val_auc: 0.9655 - 341ms/epoch - 3ms/step
Epoch 4371/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9660 - val_loss: 0.2215 - val_auc: 0.9651 - 374ms/epoch - 3ms/step
Epoch 4372/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9660 - val_loss: 0.2217 - val_auc: 0.9654 - 380ms/epoch - 3ms/step
Epoch 4373/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9652 - 383ms/epoch - 3ms/step
Epoch 4374/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9660 - val_loss: 0.2213 - val_auc: 0.9650 - 388ms/epoch - 3ms/step
Epoch 4375/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9660 - val_loss: 0.2214 - val_auc: 0.9652 - 340ms/epoch - 3ms/step
Epoch 4376/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9660 - val_loss: 0.2215 - val_auc: 0.9651 - 386ms/epoch - 3ms/step
Epoch 4377/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9660 - val_loss: 0.2215 - val_auc: 0.9654 - 382ms/epoch - 3ms/step
Epoch 4378/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9658 - val_loss: 0.2214 - val_auc: 0.9651 - 390ms/epoch - 3ms/step
Epoch 4379/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9659 - val_loss: 0.2215 - val_auc: 0.9654 - 337ms/epoch - 3ms/step
Epoch 4380/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9660 - val_loss: 0.2215 - val_auc: 0.9654 - 374ms/epoch - 3ms/step
Epoch 4381/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9660 - val_loss: 0.2215 - val_auc: 0.9653 - 456ms/epoch - 4ms/step
Epoch 4382/10000
124/124 - 0s - loss: 0.2090 - auc: 0.9659 - val_loss: 0.2214 - val_auc: 0.9652 - 339ms/epoch - 3ms/step
Epoch 4383/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9658 - val_loss: 0.2214 - val_auc: 0.9655 - 455ms/epoch - 4ms/step
Epoch 4384/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9659 - val_loss: 0.2216 - val_auc: 0.9653 - 349ms/epoch - 3ms/step
Epoch 4385/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9659 - val_loss: 0.2214 - val_auc: 0.9655 - 389ms/epoch - 3ms/step
Epoch 4386/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9659 - val_loss: 0.2214 - val_auc: 0.9656 - 437ms/epoch - 4ms/step
Epoch 4387/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9660 - val_loss: 0.2214 - val_auc: 0.9652 - 347ms/epoch - 3ms/step
Epoch 4388/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9660 - val_loss: 0.2215 - val_auc: 0.9654 - 390ms/epoch - 3ms/step
Epoch 4389/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9661 - val_loss: 0.2215 - val_auc: 0.9653 - 347ms/epoch - 3ms/step
Epoch 4390/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9661 - val_loss: 0.2213 - val_auc: 0.9653 - 340ms/epoch - 3ms/step
Epoch 4391/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9660 - val_loss: 0.2214 - val_auc: 0.9655 - 464ms/epoch - 4ms/step
Epoch 4392/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9659 - val_loss: 0.2215 - val_auc: 0.9654 - 431ms/epoch - 3ms/step
Epoch 4393/10000
124/124 - 1s - loss: 0.2088 - auc: 0.9659 - val_loss: 0.2213 - val_auc: 0.9652 - 517ms/epoch - 4ms/step
Epoch 4394/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9660 - val_loss: 0.2213 - val_auc: 0.9653 - 339ms/epoch - 3ms/step
Epoch 4395/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9660 - val_loss: 0.2214 - val_auc: 0.9652 - 370ms/epoch - 3ms/step
Epoch 4396/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9658 - val_loss: 0.2214 - val_auc: 0.9652 - 388ms/epoch - 3ms/step
Epoch 4397/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9660 - val_loss: 0.2214 - val_auc: 0.9656 - 329ms/epoch - 3ms/step
Epoch 4398/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9660 - val_loss: 0.2214 - val_auc: 0.9654 - 389ms/epoch - 3ms/step
Epoch 4399/10000
124/124 - 0s - loss: 0.2089 - auc: 0.9658 - val_loss: 0.2214 - val_auc: 0.9652 - 297ms/epoch - 2ms/step
Epoch 4400/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9659 - val_loss: 0.2213 - val_auc: 0.9652 - 376ms/epoch - 3ms/step
Epoch 4401/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9660 - val_loss: 0.2214 - val_auc: 0.9652 - 330ms/epoch - 3ms/step
Epoch 4402/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9660 - val_loss: 0.2214 - val_auc: 0.9652 - 362ms/epoch - 3ms/step
Epoch 4403/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9660 - val_loss: 0.2213 - val_auc: 0.9653 - 334ms/epoch - 3ms/step
Epoch 4404/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9661 - val_loss: 0.2214 - val_auc: 0.9655 - 388ms/epoch - 3ms/step
Epoch 4405/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9660 - val_loss: 0.2213 - val_auc: 0.9653 - 370ms/epoch - 3ms/step
Epoch 4406/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9659 - val_loss: 0.2212 - val_auc: 0.9654 - 329ms/epoch - 3ms/step
Epoch 4407/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9660 - val_loss: 0.2213 - val_auc: 0.9653 - 377ms/epoch - 3ms/step
Epoch 4408/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9660 - val_loss: 0.2213 - val_auc: 0.9652 - 325ms/epoch - 3ms/step
Epoch 4409/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9660 - val_loss: 0.2212 - val_auc: 0.9650 - 365ms/epoch - 3ms/step
Epoch 4410/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9661 - val_loss: 0.2213 - val_auc: 0.9652 - 332ms/epoch - 3ms/step
Epoch 4411/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9659 - val_loss: 0.2212 - val_auc: 0.9651 - 329ms/epoch - 3ms/step
Epoch 4412/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9662 - val_loss: 0.2215 - val_auc: 0.9653 - 334ms/epoch - 3ms/step
Epoch 4413/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9658 - val_loss: 0.2213 - val_auc: 0.9652 - 360ms/epoch - 3ms/step
Epoch 4414/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9660 - val_loss: 0.2213 - val_auc: 0.9655 - 372ms/epoch - 3ms/step
Epoch 4415/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9660 - val_loss: 0.2214 - val_auc: 0.9654 - 330ms/epoch - 3ms/step
Epoch 4416/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9660 - val_loss: 0.2213 - val_auc: 0.9652 - 377ms/epoch - 3ms/step
Epoch 4417/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9661 - val_loss: 0.2214 - val_auc: 0.9652 - 385ms/epoch - 3ms/step
Epoch 4418/10000
124/124 - 0s - loss: 0.2088 - auc: 0.9661 - val_loss: 0.2213 - val_auc: 0.9652 - 346ms/epoch - 3ms/step
Epoch 4419/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9660 - val_loss: 0.2213 - val_auc: 0.9651 - 388ms/epoch - 3ms/step
Epoch 4420/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9661 - val_loss: 0.2212 - val_auc: 0.9653 - 381ms/epoch - 3ms/step
Epoch 4421/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9660 - val_loss: 0.2212 - val_auc: 0.9651 - 451ms/epoch - 4ms/step
Epoch 4422/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9662 - val_loss: 0.2213 - val_auc: 0.9655 - 323ms/epoch - 3ms/step
Epoch 4423/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9661 - val_loss: 0.2213 - val_auc: 0.9656 - 346ms/epoch - 3ms/step
Epoch 4424/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9661 - val_loss: 0.2214 - val_auc: 0.9655 - 384ms/epoch - 3ms/step
Epoch 4425/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9661 - val_loss: 0.2213 - val_auc: 0.9655 - 384ms/epoch - 3ms/step
Epoch 4426/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9661 - val_loss: 0.2213 - val_auc: 0.9653 - 384ms/epoch - 3ms/step
Epoch 4427/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9659 - val_loss: 0.2212 - val_auc: 0.9650 - 348ms/epoch - 3ms/step
Epoch 4428/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9660 - val_loss: 0.2213 - val_auc: 0.9655 - 344ms/epoch - 3ms/step
Epoch 4429/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9661 - val_loss: 0.2213 - val_auc: 0.9653 - 380ms/epoch - 3ms/step
Epoch 4430/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9660 - val_loss: 0.2212 - val_auc: 0.9653 - 452ms/epoch - 4ms/step
Epoch 4431/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9660 - val_loss: 0.2212 - val_auc: 0.9654 - 348ms/epoch - 3ms/step
Epoch 4432/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9660 - val_loss: 0.2213 - val_auc: 0.9653 - 390ms/epoch - 3ms/step
Epoch 4433/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9660 - val_loss: 0.2213 - val_auc: 0.9652 - 384ms/epoch - 3ms/step
Epoch 4434/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9661 - val_loss: 0.2212 - val_auc: 0.9653 - 351ms/epoch - 3ms/step
Epoch 4435/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9660 - val_loss: 0.2212 - val_auc: 0.9653 - 371ms/epoch - 3ms/step
Epoch 4436/10000
124/124 - 0s - loss: 0.2085 - auc: 0.9660 - val_loss: 0.2211 - val_auc: 0.9652 - 401ms/epoch - 3ms/step
Epoch 4437/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9660 - val_loss: 0.2211 - val_auc: 0.9653 - 370ms/epoch - 3ms/step
Epoch 4438/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9661 - val_loss: 0.2212 - val_auc: 0.9653 - 389ms/epoch - 3ms/step
Epoch 4439/10000
124/124 - 0s - loss: 0.2085 - auc: 0.9661 - val_loss: 0.2213 - val_auc: 0.9656 - 324ms/epoch - 3ms/step
Epoch 4440/10000
124/124 - 0s - loss: 0.2087 - auc: 0.9660 - val_loss: 0.2212 - val_auc: 0.9653 - 392ms/epoch - 3ms/step
Epoch 4441/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9662 - val_loss: 0.2214 - val_auc: 0.9654 - 319ms/epoch - 3ms/step
Epoch 4442/10000
124/124 - 0s - loss: 0.2085 - auc: 0.9661 - val_loss: 0.2212 - val_auc: 0.9655 - 366ms/epoch - 3ms/step
Epoch 4443/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9660 - val_loss: 0.2211 - val_auc: 0.9651 - 319ms/epoch - 3ms/step
Epoch 4444/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9661 - val_loss: 0.2211 - val_auc: 0.9654 - 382ms/epoch - 3ms/step
Epoch 4445/10000
124/124 - 0s - loss: 0.2085 - auc: 0.9661 - val_loss: 0.2212 - val_auc: 0.9654 - 386ms/epoch - 3ms/step
Epoch 4446/10000
124/124 - 0s - loss: 0.2085 - auc: 0.9661 - val_loss: 0.2211 - val_auc: 0.9653 - 340ms/epoch - 3ms/step
Epoch 4447/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9661 - val_loss: 0.2212 - val_auc: 0.9653 - 380ms/epoch - 3ms/step
Epoch 4448/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9660 - val_loss: 0.2210 - val_auc: 0.9652 - 377ms/epoch - 3ms/step
Epoch 4449/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9660 - val_loss: 0.2211 - val_auc: 0.9652 - 334ms/epoch - 3ms/step
Epoch 4450/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9661 - val_loss: 0.2211 - val_auc: 0.9654 - 372ms/epoch - 3ms/step
Epoch 4451/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9663 - val_loss: 0.2213 - val_auc: 0.9655 - 325ms/epoch - 3ms/step
Epoch 4452/10000
124/124 - 0s - loss: 0.2086 - auc: 0.9660 - val_loss: 0.2211 - val_auc: 0.9650 - 366ms/epoch - 3ms/step
Epoch 4453/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9661 - val_loss: 0.2212 - val_auc: 0.9653 - 329ms/epoch - 3ms/step
Epoch 4454/10000
124/124 - 0s - loss: 0.2085 - auc: 0.9661 - val_loss: 0.2213 - val_auc: 0.9657 - 381ms/epoch - 3ms/step
Epoch 4455/10000
124/124 - 0s - loss: 0.2085 - auc: 0.9661 - val_loss: 0.2212 - val_auc: 0.9653 - 372ms/epoch - 3ms/step
Epoch 4456/10000
124/124 - 0s - loss: 0.2085 - auc: 0.9661 - val_loss: 0.2212 - val_auc: 0.9653 - 334ms/epoch - 3ms/step
Epoch 4457/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9661 - val_loss: 0.2210 - val_auc: 0.9651 - 373ms/epoch - 3ms/step
Epoch 4458/10000
124/124 - 0s - loss: 0.2085 - auc: 0.9660 - val_loss: 0.2211 - val_auc: 0.9654 - 399ms/epoch - 3ms/step
Epoch 4459/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9661 - val_loss: 0.2212 - val_auc: 0.9653 - 335ms/epoch - 3ms/step
Epoch 4460/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9662 - val_loss: 0.2210 - val_auc: 0.9652 - 334ms/epoch - 3ms/step
Epoch 4461/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9661 - val_loss: 0.2211 - val_auc: 0.9654 - 376ms/epoch - 3ms/step
Epoch 4462/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9661 - val_loss: 0.2211 - val_auc: 0.9653 - 332ms/epoch - 3ms/step
Epoch 4463/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9662 - val_loss: 0.2211 - val_auc: 0.9654 - 385ms/epoch - 3ms/step
Epoch 4464/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9661 - val_loss: 0.2211 - val_auc: 0.9655 - 363ms/epoch - 3ms/step
Epoch 4465/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9662 - val_loss: 0.2211 - val_auc: 0.9654 - 331ms/epoch - 3ms/step
Epoch 4466/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2211 - val_auc: 0.9654 - 444ms/epoch - 4ms/step
Epoch 4467/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9661 - val_loss: 0.2211 - val_auc: 0.9653 - 318ms/epoch - 3ms/step
Epoch 4468/10000
124/124 - 0s - loss: 0.2085 - auc: 0.9662 - val_loss: 0.2210 - val_auc: 0.9654 - 326ms/epoch - 3ms/step
Epoch 4469/10000
124/124 - 0s - loss: 0.2085 - auc: 0.9660 - val_loss: 0.2210 - val_auc: 0.9653 - 331ms/epoch - 3ms/step
Epoch 4470/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2212 - val_auc: 0.9652 - 359ms/epoch - 3ms/step
Epoch 4471/10000
124/124 - 0s - loss: 0.2085 - auc: 0.9661 - val_loss: 0.2210 - val_auc: 0.9654 - 333ms/epoch - 3ms/step
Epoch 4472/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9661 - val_loss: 0.2211 - val_auc: 0.9654 - 371ms/epoch - 3ms/step
Epoch 4473/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2210 - val_auc: 0.9653 - 371ms/epoch - 3ms/step
Epoch 4474/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9662 - val_loss: 0.2212 - val_auc: 0.9655 - 348ms/epoch - 3ms/step
Epoch 4475/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9661 - val_loss: 0.2211 - val_auc: 0.9653 - 382ms/epoch - 3ms/step
Epoch 4476/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2211 - val_auc: 0.9654 - 384ms/epoch - 3ms/step
Epoch 4477/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9661 - val_loss: 0.2210 - val_auc: 0.9652 - 443ms/epoch - 4ms/step
Epoch 4478/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2211 - val_auc: 0.9654 - 342ms/epoch - 3ms/step
Epoch 4479/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2211 - val_auc: 0.9654 - 392ms/epoch - 3ms/step
Epoch 4480/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2214 - val_auc: 0.9655 - 404ms/epoch - 3ms/step
Epoch 4481/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9662 - val_loss: 0.2209 - val_auc: 0.9651 - 466ms/epoch - 4ms/step
Epoch 4482/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9661 - val_loss: 0.2211 - val_auc: 0.9654 - 332ms/epoch - 3ms/step
Epoch 4483/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2212 - val_auc: 0.9653 - 344ms/epoch - 3ms/step
Epoch 4484/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9661 - val_loss: 0.2211 - val_auc: 0.9653 - 337ms/epoch - 3ms/step
Epoch 4485/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2209 - val_auc: 0.9655 - 379ms/epoch - 3ms/step
Epoch 4486/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9662 - val_loss: 0.2209 - val_auc: 0.9652 - 389ms/epoch - 3ms/step
Epoch 4487/10000
124/124 - 0s - loss: 0.2084 - auc: 0.9663 - val_loss: 0.2212 - val_auc: 0.9656 - 325ms/epoch - 3ms/step
Epoch 4488/10000
124/124 - 0s - loss: 0.2085 - auc: 0.9660 - val_loss: 0.2211 - val_auc: 0.9657 - 379ms/epoch - 3ms/step
Epoch 4489/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2210 - val_auc: 0.9655 - 329ms/epoch - 3ms/step
Epoch 4490/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2210 - val_auc: 0.9655 - 366ms/epoch - 3ms/step
Epoch 4491/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9662 - val_loss: 0.2211 - val_auc: 0.9657 - 382ms/epoch - 3ms/step
Epoch 4492/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2209 - val_auc: 0.9655 - 332ms/epoch - 3ms/step
Epoch 4493/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2212 - val_auc: 0.9656 - 370ms/epoch - 3ms/step
Epoch 4494/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2210 - val_auc: 0.9654 - 337ms/epoch - 3ms/step
Epoch 4495/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9662 - val_loss: 0.2212 - val_auc: 0.9657 - 367ms/epoch - 3ms/step
Epoch 4496/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2210 - val_auc: 0.9654 - 341ms/epoch - 3ms/step
Epoch 4497/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9662 - val_loss: 0.2209 - val_auc: 0.9652 - 373ms/epoch - 3ms/step
Epoch 4498/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9664 - val_loss: 0.2211 - val_auc: 0.9657 - 368ms/epoch - 3ms/step
Epoch 4499/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9661 - val_loss: 0.2211 - val_auc: 0.9657 - 328ms/epoch - 3ms/step
Epoch 4500/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9663 - val_loss: 0.2211 - val_auc: 0.9657 - 377ms/epoch - 3ms/step
Epoch 4501/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2210 - val_auc: 0.9655 - 385ms/epoch - 3ms/step
Epoch 4502/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9663 - val_loss: 0.2211 - val_auc: 0.9654 - 397ms/epoch - 3ms/step
Epoch 4503/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9662 - val_loss: 0.2211 - val_auc: 0.9656 - 354ms/epoch - 3ms/step
Epoch 4504/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9661 - val_loss: 0.2208 - val_auc: 0.9654 - 360ms/epoch - 3ms/step
Epoch 4505/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9663 - val_loss: 0.2209 - val_auc: 0.9652 - 376ms/epoch - 3ms/step
Epoch 4506/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9661 - val_loss: 0.2209 - val_auc: 0.9656 - 328ms/epoch - 3ms/step
Epoch 4507/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9662 - val_loss: 0.2209 - val_auc: 0.9652 - 371ms/epoch - 3ms/step
Epoch 4508/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9662 - val_loss: 0.2211 - val_auc: 0.9657 - 325ms/epoch - 3ms/step
Epoch 4509/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9661 - val_loss: 0.2209 - val_auc: 0.9655 - 387ms/epoch - 3ms/step
Epoch 4510/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9662 - val_loss: 0.2210 - val_auc: 0.9654 - 373ms/epoch - 3ms/step
Epoch 4511/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9661 - val_loss: 0.2210 - val_auc: 0.9654 - 337ms/epoch - 3ms/step
Epoch 4512/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9662 - val_loss: 0.2209 - val_auc: 0.9654 - 385ms/epoch - 3ms/step
Epoch 4513/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9661 - val_loss: 0.2208 - val_auc: 0.9653 - 381ms/epoch - 3ms/step
Epoch 4514/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9662 - val_loss: 0.2209 - val_auc: 0.9654 - 331ms/epoch - 3ms/step
Epoch 4515/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9661 - val_loss: 0.2209 - val_auc: 0.9652 - 369ms/epoch - 3ms/step
Epoch 4516/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9663 - val_loss: 0.2210 - val_auc: 0.9654 - 336ms/epoch - 3ms/step
Epoch 4517/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9663 - val_loss: 0.2209 - val_auc: 0.9655 - 367ms/epoch - 3ms/step
Epoch 4518/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9661 - val_loss: 0.2208 - val_auc: 0.9653 - 372ms/epoch - 3ms/step
Epoch 4519/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9665 - val_loss: 0.2210 - val_auc: 0.9655 - 323ms/epoch - 3ms/step
Epoch 4520/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9663 - val_loss: 0.2209 - val_auc: 0.9655 - 384ms/epoch - 3ms/step
Epoch 4521/10000
124/124 - 0s - loss: 0.2083 - auc: 0.9661 - val_loss: 0.2208 - val_auc: 0.9653 - 322ms/epoch - 3ms/step
Epoch 4522/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9662 - val_loss: 0.2209 - val_auc: 0.9656 - 379ms/epoch - 3ms/step
Epoch 4523/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9665 - val_loss: 0.2211 - val_auc: 0.9657 - 338ms/epoch - 3ms/step
Epoch 4524/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9663 - val_loss: 0.2209 - val_auc: 0.9654 - 371ms/epoch - 3ms/step
Epoch 4525/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9661 - val_loss: 0.2210 - val_auc: 0.9655 - 373ms/epoch - 3ms/step
Epoch 4526/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9662 - val_loss: 0.2208 - val_auc: 0.9653 - 337ms/epoch - 3ms/step
Epoch 4527/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9663 - val_loss: 0.2208 - val_auc: 0.9654 - 383ms/epoch - 3ms/step
Epoch 4528/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9662 - val_loss: 0.2210 - val_auc: 0.9655 - 394ms/epoch - 3ms/step
Epoch 4529/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9662 - val_loss: 0.2209 - val_auc: 0.9652 - 381ms/epoch - 3ms/step
Epoch 4530/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9663 - val_loss: 0.2208 - val_auc: 0.9651 - 348ms/epoch - 3ms/step
Epoch 4531/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9662 - val_loss: 0.2208 - val_auc: 0.9653 - 350ms/epoch - 3ms/step
Epoch 4532/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9663 - val_loss: 0.2210 - val_auc: 0.9655 - 377ms/epoch - 3ms/step
Epoch 4533/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9663 - val_loss: 0.2209 - val_auc: 0.9656 - 372ms/epoch - 3ms/step
Epoch 4534/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9663 - val_loss: 0.2208 - val_auc: 0.9652 - 332ms/epoch - 3ms/step
Epoch 4535/10000
124/124 - 0s - loss: 0.2082 - auc: 0.9662 - val_loss: 0.2210 - val_auc: 0.9658 - 385ms/epoch - 3ms/step
Epoch 4536/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9663 - val_loss: 0.2208 - val_auc: 0.9652 - 379ms/epoch - 3ms/step
Epoch 4537/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9664 - val_loss: 0.2208 - val_auc: 0.9653 - 326ms/epoch - 3ms/step
Epoch 4538/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9662 - val_loss: 0.2208 - val_auc: 0.9655 - 382ms/epoch - 3ms/step
Epoch 4539/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9663 - val_loss: 0.2208 - val_auc: 0.9652 - 327ms/epoch - 3ms/step
Epoch 4540/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9662 - val_loss: 0.2208 - val_auc: 0.9651 - 387ms/epoch - 3ms/step
Epoch 4541/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9662 - val_loss: 0.2207 - val_auc: 0.9653 - 379ms/epoch - 3ms/step
Epoch 4542/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9664 - val_loss: 0.2210 - val_auc: 0.9657 - 341ms/epoch - 3ms/step
Epoch 4543/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9664 - val_loss: 0.2208 - val_auc: 0.9653 - 327ms/epoch - 3ms/step
Epoch 4544/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9663 - val_loss: 0.2208 - val_auc: 0.9656 - 332ms/epoch - 3ms/step
Epoch 4545/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9663 - val_loss: 0.2208 - val_auc: 0.9655 - 362ms/epoch - 3ms/step
Epoch 4546/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9663 - val_loss: 0.2207 - val_auc: 0.9654 - 342ms/epoch - 3ms/step
Epoch 4547/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9653 - 363ms/epoch - 3ms/step
Epoch 4548/10000
124/124 - 0s - loss: 0.2081 - auc: 0.9662 - val_loss: 0.2208 - val_auc: 0.9653 - 369ms/epoch - 3ms/step
Epoch 4549/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9663 - val_loss: 0.2208 - val_auc: 0.9658 - 339ms/epoch - 3ms/step
Epoch 4550/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9663 - val_loss: 0.2208 - val_auc: 0.9653 - 371ms/epoch - 3ms/step
Epoch 4551/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9652 - 332ms/epoch - 3ms/step
Epoch 4552/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9663 - val_loss: 0.2206 - val_auc: 0.9654 - 374ms/epoch - 3ms/step
Epoch 4553/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9664 - val_loss: 0.2209 - val_auc: 0.9658 - 379ms/epoch - 3ms/step
Epoch 4554/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9663 - val_loss: 0.2207 - val_auc: 0.9653 - 337ms/epoch - 3ms/step
Epoch 4555/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9663 - val_loss: 0.2207 - val_auc: 0.9653 - 379ms/epoch - 3ms/step
Epoch 4556/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9654 - 372ms/epoch - 3ms/step
Epoch 4557/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9665 - val_loss: 0.2208 - val_auc: 0.9657 - 322ms/epoch - 3ms/step
Epoch 4558/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9662 - val_loss: 0.2207 - val_auc: 0.9654 - 386ms/epoch - 3ms/step
Epoch 4559/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9663 - val_loss: 0.2207 - val_auc: 0.9654 - 377ms/epoch - 3ms/step
Epoch 4560/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9654 - 328ms/epoch - 3ms/step
Epoch 4561/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9652 - 380ms/epoch - 3ms/step
Epoch 4562/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9663 - val_loss: 0.2207 - val_auc: 0.9653 - 332ms/epoch - 3ms/step
Epoch 4563/10000
124/124 - 0s - loss: 0.2080 - auc: 0.9662 - val_loss: 0.2208 - val_auc: 0.9656 - 379ms/epoch - 3ms/step
Epoch 4564/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9663 - val_loss: 0.2206 - val_auc: 0.9654 - 388ms/epoch - 3ms/step
Epoch 4565/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9654 - 338ms/epoch - 3ms/step
Epoch 4566/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9662 - val_loss: 0.2207 - val_auc: 0.9653 - 365ms/epoch - 3ms/step
Epoch 4567/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9652 - 381ms/epoch - 3ms/step
Epoch 4568/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9664 - val_loss: 0.2206 - val_auc: 0.9654 - 341ms/epoch - 3ms/step
Epoch 4569/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9664 - val_loss: 0.2206 - val_auc: 0.9653 - 375ms/epoch - 3ms/step
Epoch 4570/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9663 - val_loss: 0.2206 - val_auc: 0.9654 - 373ms/epoch - 3ms/step
Epoch 4571/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9656 - 337ms/epoch - 3ms/step
Epoch 4572/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9665 - val_loss: 0.2208 - val_auc: 0.9656 - 375ms/epoch - 3ms/step
Epoch 4573/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9663 - val_loss: 0.2209 - val_auc: 0.9655 - 305ms/epoch - 2ms/step
Epoch 4574/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9663 - val_loss: 0.2208 - val_auc: 0.9656 - 366ms/epoch - 3ms/step
Epoch 4575/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9663 - val_loss: 0.2206 - val_auc: 0.9654 - 321ms/epoch - 3ms/step
Epoch 4576/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9657 - 336ms/epoch - 3ms/step
Epoch 4577/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9663 - val_loss: 0.2206 - val_auc: 0.9654 - 327ms/epoch - 3ms/step
Epoch 4578/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9663 - val_loss: 0.2206 - val_auc: 0.9654 - 371ms/epoch - 3ms/step
Epoch 4579/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9664 - val_loss: 0.2208 - val_auc: 0.9655 - 337ms/epoch - 3ms/step
Epoch 4580/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9653 - 372ms/epoch - 3ms/step
Epoch 4581/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9664 - val_loss: 0.2206 - val_auc: 0.9653 - 328ms/epoch - 3ms/step
Epoch 4582/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9653 - 384ms/epoch - 3ms/step
Epoch 4583/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9664 - val_loss: 0.2206 - val_auc: 0.9654 - 373ms/epoch - 3ms/step
Epoch 4584/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9653 - 331ms/epoch - 3ms/step
Epoch 4585/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9662 - val_loss: 0.2206 - val_auc: 0.9655 - 392ms/epoch - 3ms/step
Epoch 4586/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9654 - 382ms/epoch - 3ms/step
Epoch 4587/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9654 - 391ms/epoch - 3ms/step
Epoch 4588/10000
124/124 - 0s - loss: 0.2079 - auc: 0.9663 - val_loss: 0.2206 - val_auc: 0.9652 - 398ms/epoch - 3ms/step
Epoch 4589/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9664 - val_loss: 0.2206 - val_auc: 0.9654 - 389ms/epoch - 3ms/step
Epoch 4590/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9664 - val_loss: 0.2206 - val_auc: 0.9655 - 392ms/epoch - 3ms/step
Epoch 4591/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9664 - val_loss: 0.2208 - val_auc: 0.9658 - 412ms/epoch - 3ms/step
Epoch 4592/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9667 - val_loss: 0.2205 - val_auc: 0.9656 - 366ms/epoch - 3ms/step
Epoch 4593/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9654 - 343ms/epoch - 3ms/step
Epoch 4594/10000
124/124 - 0s - loss: 0.2078 - auc: 0.9664 - val_loss: 0.2206 - val_auc: 0.9658 - 391ms/epoch - 3ms/step
Epoch 4595/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9665 - val_loss: 0.2206 - val_auc: 0.9653 - 392ms/epoch - 3ms/step
Epoch 4596/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2206 - val_auc: 0.9654 - 391ms/epoch - 3ms/step
Epoch 4597/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9665 - val_loss: 0.2206 - val_auc: 0.9657 - 385ms/epoch - 3ms/step
Epoch 4598/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9665 - val_loss: 0.2206 - val_auc: 0.9653 - 343ms/epoch - 3ms/step
Epoch 4599/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9664 - val_loss: 0.2205 - val_auc: 0.9654 - 370ms/epoch - 3ms/step
Epoch 4600/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2209 - val_auc: 0.9657 - 383ms/epoch - 3ms/step
Epoch 4601/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9654 - 384ms/epoch - 3ms/step
Epoch 4602/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9664 - val_loss: 0.2206 - val_auc: 0.9653 - 362ms/epoch - 3ms/step
Epoch 4603/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9654 - 365ms/epoch - 3ms/step
Epoch 4604/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9663 - val_loss: 0.2205 - val_auc: 0.9653 - 388ms/epoch - 3ms/step
Epoch 4605/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9656 - 452ms/epoch - 4ms/step
Epoch 4606/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2206 - val_auc: 0.9654 - 350ms/epoch - 3ms/step
Epoch 4607/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9664 - val_loss: 0.2206 - val_auc: 0.9657 - 384ms/epoch - 3ms/step
Epoch 4608/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9664 - val_loss: 0.2207 - val_auc: 0.9656 - 398ms/epoch - 3ms/step
Epoch 4609/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9655 - 387ms/epoch - 3ms/step
Epoch 4610/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9654 - 344ms/epoch - 3ms/step
Epoch 4611/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9665 - val_loss: 0.2206 - val_auc: 0.9654 - 373ms/epoch - 3ms/step
Epoch 4612/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9664 - val_loss: 0.2206 - val_auc: 0.9654 - 392ms/epoch - 3ms/step
Epoch 4613/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9664 - val_loss: 0.2204 - val_auc: 0.9656 - 398ms/epoch - 3ms/step
Epoch 4614/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2206 - val_auc: 0.9655 - 381ms/epoch - 3ms/step
Epoch 4615/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9664 - val_loss: 0.2206 - val_auc: 0.9655 - 396ms/epoch - 3ms/step
Epoch 4616/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9663 - val_loss: 0.2204 - val_auc: 0.9656 - 356ms/epoch - 3ms/step
Epoch 4617/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2206 - val_auc: 0.9658 - 357ms/epoch - 3ms/step
Epoch 4618/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9664 - val_loss: 0.2205 - val_auc: 0.9655 - 369ms/epoch - 3ms/step
Epoch 4619/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9664 - val_loss: 0.2205 - val_auc: 0.9653 - 390ms/epoch - 3ms/step
Epoch 4620/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9664 - val_loss: 0.2206 - val_auc: 0.9656 - 391ms/epoch - 3ms/step
Epoch 4621/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9655 - 413ms/epoch - 3ms/step
Epoch 4622/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9663 - val_loss: 0.2204 - val_auc: 0.9654 - 391ms/epoch - 3ms/step
Epoch 4623/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9664 - val_loss: 0.2204 - val_auc: 0.9655 - 453ms/epoch - 4ms/step
Epoch 4624/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9666 - val_loss: 0.2204 - val_auc: 0.9656 - 338ms/epoch - 3ms/step
Epoch 4625/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9655 - 392ms/epoch - 3ms/step
Epoch 4626/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9664 - val_loss: 0.2205 - val_auc: 0.9655 - 388ms/epoch - 3ms/step
Epoch 4627/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9655 - 351ms/epoch - 3ms/step
Epoch 4628/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2206 - val_auc: 0.9656 - 389ms/epoch - 3ms/step
Epoch 4629/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2204 - val_auc: 0.9655 - 392ms/epoch - 3ms/step
Epoch 4630/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9667 - val_loss: 0.2205 - val_auc: 0.9655 - 385ms/epoch - 3ms/step
Epoch 4631/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9663 - val_loss: 0.2208 - val_auc: 0.9658 - 388ms/epoch - 3ms/step
Epoch 4632/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2206 - val_auc: 0.9654 - 389ms/epoch - 3ms/step
Epoch 4633/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9663 - val_loss: 0.2206 - val_auc: 0.9655 - 457ms/epoch - 4ms/step
Epoch 4634/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9664 - val_loss: 0.2204 - val_auc: 0.9654 - 374ms/epoch - 3ms/step
Epoch 4635/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9653 - 386ms/epoch - 3ms/step
Epoch 4636/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9654 - 390ms/epoch - 3ms/step
Epoch 4637/10000
124/124 - 0s - loss: 0.2077 - auc: 0.9662 - val_loss: 0.2203 - val_auc: 0.9655 - 384ms/epoch - 3ms/step
Epoch 4638/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9666 - val_loss: 0.2204 - val_auc: 0.9655 - 458ms/epoch - 4ms/step
Epoch 4639/10000
124/124 - 0s - loss: 0.2076 - auc: 0.9665 - val_loss: 0.2204 - val_auc: 0.9655 - 357ms/epoch - 3ms/step
Epoch 4640/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9666 - val_loss: 0.2204 - val_auc: 0.9655 - 413ms/epoch - 3ms/step
Epoch 4641/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9665 - val_loss: 0.2204 - val_auc: 0.9655 - 403ms/epoch - 3ms/step
Epoch 4642/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9655 - 389ms/epoch - 3ms/step
Epoch 4643/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9664 - val_loss: 0.2204 - val_auc: 0.9656 - 383ms/epoch - 3ms/step
Epoch 4644/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9665 - val_loss: 0.2204 - val_auc: 0.9655 - 377ms/epoch - 3ms/step
Epoch 4645/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9666 - val_loss: 0.2205 - val_auc: 0.9655 - 388ms/epoch - 3ms/step
Epoch 4646/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9657 - 407ms/epoch - 3ms/step
Epoch 4647/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9666 - val_loss: 0.2204 - val_auc: 0.9654 - 388ms/epoch - 3ms/step
Epoch 4648/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9666 - val_loss: 0.2203 - val_auc: 0.9655 - 402ms/epoch - 3ms/step
Epoch 4649/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9666 - val_loss: 0.2203 - val_auc: 0.9655 - 394ms/epoch - 3ms/step
Epoch 4650/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9665 - val_loss: 0.2207 - val_auc: 0.9655 - 461ms/epoch - 4ms/step
Epoch 4651/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9666 - val_loss: 0.2204 - val_auc: 0.9655 - 419ms/epoch - 3ms/step
Epoch 4652/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9665 - val_loss: 0.2204 - val_auc: 0.9656 - 368ms/epoch - 3ms/step
Epoch 4653/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9666 - val_loss: 0.2204 - val_auc: 0.9655 - 424ms/epoch - 3ms/step
Epoch 4654/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9655 - 366ms/epoch - 3ms/step
Epoch 4655/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9665 - val_loss: 0.2204 - val_auc: 0.9656 - 376ms/epoch - 3ms/step
Epoch 4656/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9665 - val_loss: 0.2204 - val_auc: 0.9655 - 368ms/epoch - 3ms/step
Epoch 4657/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9663 - val_loss: 0.2204 - val_auc: 0.9655 - 375ms/epoch - 3ms/step
Epoch 4658/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9655 - 355ms/epoch - 3ms/step
Epoch 4659/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9665 - val_loss: 0.2204 - val_auc: 0.9656 - 440ms/epoch - 4ms/step
Epoch 4660/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9654 - 410ms/epoch - 3ms/step
Epoch 4661/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9655 - 383ms/epoch - 3ms/step
Epoch 4662/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9666 - val_loss: 0.2204 - val_auc: 0.9656 - 337ms/epoch - 3ms/step
Epoch 4663/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9664 - val_loss: 0.2204 - val_auc: 0.9655 - 387ms/epoch - 3ms/step
Epoch 4664/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9655 - 389ms/epoch - 3ms/step
Epoch 4665/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9666 - val_loss: 0.2204 - val_auc: 0.9656 - 381ms/epoch - 3ms/step
Epoch 4666/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9665 - val_loss: 0.2204 - val_auc: 0.9656 - 353ms/epoch - 3ms/step
Epoch 4667/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9655 - 380ms/epoch - 3ms/step
Epoch 4668/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9656 - 399ms/epoch - 3ms/step
Epoch 4669/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9667 - val_loss: 0.2203 - val_auc: 0.9656 - 373ms/epoch - 3ms/step
Epoch 4670/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9655 - 457ms/epoch - 4ms/step
Epoch 4671/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9666 - val_loss: 0.2206 - val_auc: 0.9657 - 342ms/epoch - 3ms/step
Epoch 4672/10000
124/124 - 0s - loss: 0.2075 - auc: 0.9664 - val_loss: 0.2205 - val_auc: 0.9654 - 387ms/epoch - 3ms/step
Epoch 4673/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9666 - val_loss: 0.2203 - val_auc: 0.9655 - 345ms/epoch - 3ms/step
Epoch 4674/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9655 - 335ms/epoch - 3ms/step
Epoch 4675/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9666 - val_loss: 0.2204 - val_auc: 0.9655 - 376ms/epoch - 3ms/step
Epoch 4676/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9656 - 333ms/epoch - 3ms/step
Epoch 4677/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9668 - val_loss: 0.2204 - val_auc: 0.9656 - 373ms/epoch - 3ms/step
Epoch 4678/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9658 - 377ms/epoch - 3ms/step
Epoch 4679/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9665 - val_loss: 0.2204 - val_auc: 0.9656 - 334ms/epoch - 3ms/step
Epoch 4680/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9664 - val_loss: 0.2202 - val_auc: 0.9655 - 369ms/epoch - 3ms/step
Epoch 4681/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9664 - val_loss: 0.2202 - val_auc: 0.9657 - 333ms/epoch - 3ms/step
Epoch 4682/10000
124/124 - 0s - loss: 0.2074 - auc: 0.9665 - val_loss: 0.2202 - val_auc: 0.9656 - 373ms/epoch - 3ms/step
Epoch 4683/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9666 - val_loss: 0.2202 - val_auc: 0.9655 - 344ms/epoch - 3ms/step
Epoch 4684/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9666 - val_loss: 0.2204 - val_auc: 0.9656 - 326ms/epoch - 3ms/step
Epoch 4685/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9666 - val_loss: 0.2202 - val_auc: 0.9656 - 381ms/epoch - 3ms/step
Epoch 4686/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9666 - val_loss: 0.2203 - val_auc: 0.9657 - 394ms/epoch - 3ms/step
Epoch 4687/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9665 - val_loss: 0.2204 - val_auc: 0.9657 - 404ms/epoch - 3ms/step
Epoch 4688/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9656 - 350ms/epoch - 3ms/step
Epoch 4689/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9656 - 362ms/epoch - 3ms/step
Epoch 4690/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9656 - 332ms/epoch - 3ms/step
Epoch 4691/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9657 - 343ms/epoch - 3ms/step
Epoch 4692/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9665 - val_loss: 0.2201 - val_auc: 0.9656 - 381ms/epoch - 3ms/step
Epoch 4693/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9667 - val_loss: 0.2202 - val_auc: 0.9656 - 377ms/epoch - 3ms/step
Epoch 4694/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9657 - 331ms/epoch - 3ms/step
Epoch 4695/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9666 - val_loss: 0.2202 - val_auc: 0.9656 - 381ms/epoch - 3ms/step
Epoch 4696/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9666 - val_loss: 0.2203 - val_auc: 0.9657 - 385ms/epoch - 3ms/step
Epoch 4697/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9666 - val_loss: 0.2203 - val_auc: 0.9656 - 326ms/epoch - 3ms/step
Epoch 4698/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9663 - val_loss: 0.2203 - val_auc: 0.9656 - 368ms/epoch - 3ms/step
Epoch 4699/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9666 - val_loss: 0.2203 - val_auc: 0.9657 - 327ms/epoch - 3ms/step
Epoch 4700/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9667 - val_loss: 0.2202 - val_auc: 0.9656 - 361ms/epoch - 3ms/step
Epoch 4701/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9667 - val_loss: 0.2202 - val_auc: 0.9657 - 328ms/epoch - 3ms/step
Epoch 4702/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9666 - val_loss: 0.2203 - val_auc: 0.9656 - 326ms/epoch - 3ms/step
Epoch 4703/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9665 - val_loss: 0.2204 - val_auc: 0.9656 - 360ms/epoch - 3ms/step
Epoch 4704/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9666 - val_loss: 0.2203 - val_auc: 0.9657 - 333ms/epoch - 3ms/step
Epoch 4705/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9666 - val_loss: 0.2202 - val_auc: 0.9657 - 365ms/epoch - 3ms/step
Epoch 4706/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9665 - val_loss: 0.2205 - val_auc: 0.9655 - 455ms/epoch - 4ms/step
Epoch 4707/10000
124/124 - 0s - loss: 0.2073 - auc: 0.9666 - val_loss: 0.2203 - val_auc: 0.9656 - 330ms/epoch - 3ms/step
Epoch 4708/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9665 - val_loss: 0.2201 - val_auc: 0.9657 - 391ms/epoch - 3ms/step
Epoch 4709/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9666 - val_loss: 0.2202 - val_auc: 0.9656 - 323ms/epoch - 3ms/step
Epoch 4710/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9666 - val_loss: 0.2202 - val_auc: 0.9657 - 374ms/epoch - 3ms/step
Epoch 4711/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9667 - val_loss: 0.2203 - val_auc: 0.9656 - 413ms/epoch - 3ms/step
Epoch 4712/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9667 - val_loss: 0.2201 - val_auc: 0.9656 - 384ms/epoch - 3ms/step
Epoch 4713/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9667 - val_loss: 0.2202 - val_auc: 0.9656 - 410ms/epoch - 3ms/step
Epoch 4714/10000
124/124 - 1s - loss: 0.2072 - auc: 0.9666 - val_loss: 0.2203 - val_auc: 0.9655 - 577ms/epoch - 5ms/step
Epoch 4715/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9666 - val_loss: 0.2202 - val_auc: 0.9657 - 489ms/epoch - 4ms/step
Epoch 4716/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9665 - val_loss: 0.2202 - val_auc: 0.9657 - 329ms/epoch - 3ms/step
Epoch 4717/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9668 - val_loss: 0.2201 - val_auc: 0.9656 - 327ms/epoch - 3ms/step
Epoch 4718/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9666 - val_loss: 0.2202 - val_auc: 0.9657 - 368ms/epoch - 3ms/step
Epoch 4719/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9666 - val_loss: 0.2201 - val_auc: 0.9655 - 326ms/epoch - 3ms/step
Epoch 4720/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9667 - val_loss: 0.2201 - val_auc: 0.9657 - 354ms/epoch - 3ms/step
Epoch 4721/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9665 - val_loss: 0.2203 - val_auc: 0.9655 - 326ms/epoch - 3ms/step
Epoch 4722/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9667 - val_loss: 0.2202 - val_auc: 0.9657 - 385ms/epoch - 3ms/step
Epoch 4723/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9666 - val_loss: 0.2204 - val_auc: 0.9654 - 377ms/epoch - 3ms/step
Epoch 4724/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2202 - val_auc: 0.9657 - 332ms/epoch - 3ms/step
Epoch 4725/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9667 - val_loss: 0.2201 - val_auc: 0.9657 - 379ms/epoch - 3ms/step
Epoch 4726/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9666 - val_loss: 0.2201 - val_auc: 0.9656 - 386ms/epoch - 3ms/step
Epoch 4727/10000
124/124 - 0s - loss: 0.2072 - auc: 0.9665 - val_loss: 0.2201 - val_auc: 0.9656 - 341ms/epoch - 3ms/step
Epoch 4728/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9657 - 371ms/epoch - 3ms/step
Epoch 4729/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2202 - val_auc: 0.9656 - 397ms/epoch - 3ms/step
Epoch 4730/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9666 - val_loss: 0.2201 - val_auc: 0.9656 - 390ms/epoch - 3ms/step
Epoch 4731/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9666 - val_loss: 0.2200 - val_auc: 0.9656 - 323ms/epoch - 3ms/step
Epoch 4732/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9666 - val_loss: 0.2200 - val_auc: 0.9657 - 374ms/epoch - 3ms/step
Epoch 4733/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9667 - val_loss: 0.2201 - val_auc: 0.9655 - 335ms/epoch - 3ms/step
Epoch 4734/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2201 - val_auc: 0.9658 - 330ms/epoch - 3ms/step
Epoch 4735/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9666 - val_loss: 0.2202 - val_auc: 0.9656 - 372ms/epoch - 3ms/step
Epoch 4736/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2201 - val_auc: 0.9658 - 332ms/epoch - 3ms/step
Epoch 4737/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2202 - val_auc: 0.9656 - 369ms/epoch - 3ms/step
Epoch 4738/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9656 - 334ms/epoch - 3ms/step
Epoch 4739/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9666 - val_loss: 0.2201 - val_auc: 0.9655 - 372ms/epoch - 3ms/step
Epoch 4740/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9657 - 442ms/epoch - 4ms/step
Epoch 4741/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9666 - val_loss: 0.2200 - val_auc: 0.9657 - 336ms/epoch - 3ms/step
Epoch 4742/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9666 - val_loss: 0.2201 - val_auc: 0.9658 - 338ms/epoch - 3ms/step
Epoch 4743/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2201 - val_auc: 0.9658 - 381ms/epoch - 3ms/step
Epoch 4744/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2202 - val_auc: 0.9655 - 392ms/epoch - 3ms/step
Epoch 4745/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9666 - val_loss: 0.2201 - val_auc: 0.9656 - 394ms/epoch - 3ms/step
Epoch 4746/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9656 - 390ms/epoch - 3ms/step
Epoch 4747/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9655 - 393ms/epoch - 3ms/step
Epoch 4748/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9665 - val_loss: 0.2201 - val_auc: 0.9657 - 401ms/epoch - 3ms/step
Epoch 4749/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9666 - val_loss: 0.2200 - val_auc: 0.9655 - 329ms/epoch - 3ms/step
Epoch 4750/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9657 - 380ms/epoch - 3ms/step
Epoch 4751/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9656 - 379ms/epoch - 3ms/step
Epoch 4752/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2202 - val_auc: 0.9656 - 455ms/epoch - 4ms/step
Epoch 4753/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9666 - val_loss: 0.2202 - val_auc: 0.9655 - 359ms/epoch - 3ms/step
Epoch 4754/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9656 - 390ms/epoch - 3ms/step
Epoch 4755/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9658 - 389ms/epoch - 3ms/step
Epoch 4756/10000
124/124 - 0s - loss: 0.2071 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9658 - 332ms/epoch - 3ms/step
Epoch 4757/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9658 - 379ms/epoch - 3ms/step
Epoch 4758/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9666 - val_loss: 0.2200 - val_auc: 0.9657 - 449ms/epoch - 4ms/step
Epoch 4759/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9657 - 336ms/epoch - 3ms/step
Epoch 4760/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9657 - 341ms/epoch - 3ms/step
Epoch 4761/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2202 - val_auc: 0.9655 - 336ms/epoch - 3ms/step
Epoch 4762/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9666 - val_loss: 0.2201 - val_auc: 0.9656 - 442ms/epoch - 4ms/step
Epoch 4763/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2201 - val_auc: 0.9657 - 336ms/epoch - 3ms/step
Epoch 4764/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2202 - val_auc: 0.9656 - 327ms/epoch - 3ms/step
Epoch 4765/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9668 - val_loss: 0.2200 - val_auc: 0.9658 - 377ms/epoch - 3ms/step
Epoch 4766/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9656 - 376ms/epoch - 3ms/step
Epoch 4767/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9657 - 333ms/epoch - 3ms/step
Epoch 4768/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2201 - val_auc: 0.9657 - 380ms/epoch - 3ms/step
Epoch 4769/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9666 - val_loss: 0.2199 - val_auc: 0.9658 - 337ms/epoch - 3ms/step
Epoch 4770/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9668 - val_loss: 0.2200 - val_auc: 0.9658 - 329ms/epoch - 3ms/step
Epoch 4771/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9658 - 331ms/epoch - 3ms/step
Epoch 4772/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9656 - 364ms/epoch - 3ms/step
Epoch 4773/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2199 - val_auc: 0.9659 - 373ms/epoch - 3ms/step
Epoch 4774/10000
124/124 - 0s - loss: 0.2070 - auc: 0.9665 - val_loss: 0.2201 - val_auc: 0.9657 - 329ms/epoch - 3ms/step
Epoch 4775/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9668 - val_loss: 0.2200 - val_auc: 0.9657 - 447ms/epoch - 4ms/step
Epoch 4776/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9657 - 331ms/epoch - 3ms/step
Epoch 4777/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9668 - val_loss: 0.2201 - val_auc: 0.9657 - 327ms/epoch - 3ms/step
Epoch 4778/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9657 - 376ms/epoch - 3ms/step
Epoch 4779/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2199 - val_auc: 0.9659 - 383ms/epoch - 3ms/step
Epoch 4780/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9667 - val_loss: 0.2199 - val_auc: 0.9659 - 343ms/epoch - 3ms/step
Epoch 4781/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9668 - val_loss: 0.2200 - val_auc: 0.9658 - 379ms/epoch - 3ms/step
Epoch 4782/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2199 - val_auc: 0.9657 - 376ms/epoch - 3ms/step
Epoch 4783/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9659 - 378ms/epoch - 3ms/step
Epoch 4784/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9667 - val_loss: 0.2199 - val_auc: 0.9656 - 359ms/epoch - 3ms/step
Epoch 4785/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9658 - 378ms/epoch - 3ms/step
Epoch 4786/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9668 - val_loss: 0.2200 - val_auc: 0.9658 - 373ms/epoch - 3ms/step
Epoch 4787/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9657 - 344ms/epoch - 3ms/step
Epoch 4788/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9658 - 371ms/epoch - 3ms/step
Epoch 4789/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9659 - 378ms/epoch - 3ms/step
Epoch 4790/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9658 - 339ms/epoch - 3ms/step
Epoch 4791/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9666 - val_loss: 0.2198 - val_auc: 0.9657 - 377ms/epoch - 3ms/step
Epoch 4792/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9657 - 374ms/epoch - 3ms/step
Epoch 4793/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9658 - 337ms/epoch - 3ms/step
Epoch 4794/10000
124/124 - 0s - loss: 0.2069 - auc: 0.9666 - val_loss: 0.2199 - val_auc: 0.9657 - 377ms/epoch - 3ms/step
Epoch 4795/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9667 - val_loss: 0.2199 - val_auc: 0.9658 - 375ms/epoch - 3ms/step
Epoch 4796/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9667 - val_loss: 0.2202 - val_auc: 0.9655 - 351ms/epoch - 3ms/step
Epoch 4797/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9668 - val_loss: 0.2200 - val_auc: 0.9656 - 385ms/epoch - 3ms/step
Epoch 4798/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9667 - val_loss: 0.2199 - val_auc: 0.9658 - 384ms/epoch - 3ms/step
Epoch 4799/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9668 - val_loss: 0.2198 - val_auc: 0.9659 - 380ms/epoch - 3ms/step
Epoch 4800/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9667 - val_loss: 0.2198 - val_auc: 0.9657 - 383ms/epoch - 3ms/step
Epoch 4801/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9669 - val_loss: 0.2199 - val_auc: 0.9658 - 364ms/epoch - 3ms/step
Epoch 4802/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9667 - val_loss: 0.2199 - val_auc: 0.9659 - 352ms/epoch - 3ms/step
Epoch 4803/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9658 - 376ms/epoch - 3ms/step
Epoch 4804/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9667 - val_loss: 0.2198 - val_auc: 0.9658 - 383ms/epoch - 3ms/step
Epoch 4805/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9659 - 387ms/epoch - 3ms/step
Epoch 4806/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9667 - val_loss: 0.2198 - val_auc: 0.9657 - 358ms/epoch - 3ms/step
Epoch 4807/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9668 - val_loss: 0.2200 - val_auc: 0.9658 - 362ms/epoch - 3ms/step
Epoch 4808/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9668 - val_loss: 0.2200 - val_auc: 0.9658 - 445ms/epoch - 4ms/step
Epoch 4809/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9658 - 347ms/epoch - 3ms/step
Epoch 4810/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9668 - val_loss: 0.2200 - val_auc: 0.9656 - 373ms/epoch - 3ms/step
Epoch 4811/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9659 - 345ms/epoch - 3ms/step
Epoch 4812/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9667 - val_loss: 0.2198 - val_auc: 0.9658 - 385ms/epoch - 3ms/step
Epoch 4813/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9667 - val_loss: 0.2199 - val_auc: 0.9659 - 385ms/epoch - 3ms/step
Epoch 4814/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9667 - val_loss: 0.2200 - val_auc: 0.9657 - 449ms/epoch - 4ms/step
Epoch 4815/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9667 - val_loss: 0.2198 - val_auc: 0.9659 - 358ms/epoch - 3ms/step
Epoch 4816/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9667 - val_loss: 0.2199 - val_auc: 0.9658 - 383ms/epoch - 3ms/step
Epoch 4817/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9667 - val_loss: 0.2199 - val_auc: 0.9659 - 393ms/epoch - 3ms/step
Epoch 4818/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9659 - 385ms/epoch - 3ms/step
Epoch 4819/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9669 - val_loss: 0.2199 - val_auc: 0.9657 - 355ms/epoch - 3ms/step
Epoch 4820/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9669 - val_loss: 0.2200 - val_auc: 0.9658 - 359ms/epoch - 3ms/step
Epoch 4821/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9658 - 382ms/epoch - 3ms/step
Epoch 4822/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9669 - val_loss: 0.2199 - val_auc: 0.9658 - 374ms/epoch - 3ms/step
Epoch 4823/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9668 - val_loss: 0.2198 - val_auc: 0.9658 - 331ms/epoch - 3ms/step
Epoch 4824/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9666 - val_loss: 0.2198 - val_auc: 0.9657 - 365ms/epoch - 3ms/step
Epoch 4825/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9669 - val_loss: 0.2198 - val_auc: 0.9658 - 339ms/epoch - 3ms/step
Epoch 4826/10000
124/124 - 0s - loss: 0.2068 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9658 - 360ms/epoch - 3ms/step
Epoch 4827/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9668 - val_loss: 0.2197 - val_auc: 0.9657 - 377ms/epoch - 3ms/step
Epoch 4828/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9668 - val_loss: 0.2198 - val_auc: 0.9658 - 344ms/epoch - 3ms/step
Epoch 4829/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9668 - val_loss: 0.2198 - val_auc: 0.9659 - 377ms/epoch - 3ms/step
Epoch 4830/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9668 - val_loss: 0.2198 - val_auc: 0.9658 - 388ms/epoch - 3ms/step
Epoch 4831/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9668 - val_loss: 0.2197 - val_auc: 0.9659 - 386ms/epoch - 3ms/step
Epoch 4832/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9668 - val_loss: 0.2197 - val_auc: 0.9657 - 385ms/epoch - 3ms/step
Epoch 4833/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9668 - val_loss: 0.2198 - val_auc: 0.9658 - 356ms/epoch - 3ms/step
Epoch 4834/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9669 - val_loss: 0.2199 - val_auc: 0.9658 - 374ms/epoch - 3ms/step
Epoch 4835/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9669 - val_loss: 0.2199 - val_auc: 0.9659 - 382ms/epoch - 3ms/step
Epoch 4836/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9668 - val_loss: 0.2198 - val_auc: 0.9658 - 341ms/epoch - 3ms/step
Epoch 4837/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9669 - val_loss: 0.2198 - val_auc: 0.9659 - 364ms/epoch - 3ms/step
Epoch 4838/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9669 - val_loss: 0.2200 - val_auc: 0.9659 - 369ms/epoch - 3ms/step
Epoch 4839/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9658 - 328ms/epoch - 3ms/step
Epoch 4840/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9669 - val_loss: 0.2199 - val_auc: 0.9658 - 385ms/epoch - 3ms/step
Epoch 4841/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9669 - val_loss: 0.2199 - val_auc: 0.9659 - 384ms/epoch - 3ms/step
Epoch 4842/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9668 - val_loss: 0.2199 - val_auc: 0.9658 - 332ms/epoch - 3ms/step
Epoch 4843/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9669 - val_loss: 0.2197 - val_auc: 0.9658 - 369ms/epoch - 3ms/step
Epoch 4844/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9668 - val_loss: 0.2197 - val_auc: 0.9659 - 334ms/epoch - 3ms/step
Epoch 4845/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9669 - val_loss: 0.2197 - val_auc: 0.9658 - 376ms/epoch - 3ms/step
Epoch 4846/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9669 - val_loss: 0.2198 - val_auc: 0.9657 - 386ms/epoch - 3ms/step
Epoch 4847/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9668 - val_loss: 0.2197 - val_auc: 0.9657 - 402ms/epoch - 3ms/step
Epoch 4848/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9669 - val_loss: 0.2198 - val_auc: 0.9659 - 388ms/epoch - 3ms/step
Epoch 4849/10000
124/124 - 0s - loss: 0.2067 - auc: 0.9667 - val_loss: 0.2197 - val_auc: 0.9658 - 333ms/epoch - 3ms/step
Epoch 4850/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9670 - val_loss: 0.2198 - val_auc: 0.9659 - 372ms/epoch - 3ms/step
Epoch 4851/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9667 - val_loss: 0.2198 - val_auc: 0.9659 - 328ms/epoch - 3ms/step
Epoch 4852/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9669 - val_loss: 0.2199 - val_auc: 0.9658 - 366ms/epoch - 3ms/step
Epoch 4853/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9669 - val_loss: 0.2196 - val_auc: 0.9659 - 327ms/epoch - 3ms/step
Epoch 4854/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9668 - val_loss: 0.2197 - val_auc: 0.9659 - 365ms/epoch - 3ms/step
Epoch 4855/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9669 - val_loss: 0.2199 - val_auc: 0.9659 - 373ms/epoch - 3ms/step
Epoch 4856/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9668 - val_loss: 0.2197 - val_auc: 0.9659 - 341ms/epoch - 3ms/step
Epoch 4857/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9658 - 433ms/epoch - 3ms/step
Epoch 4858/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9669 - val_loss: 0.2197 - val_auc: 0.9660 - 390ms/epoch - 3ms/step
Epoch 4859/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9667 - val_loss: 0.2196 - val_auc: 0.9659 - 328ms/epoch - 3ms/step
Epoch 4860/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9668 - val_loss: 0.2197 - val_auc: 0.9660 - 415ms/epoch - 3ms/step
Epoch 4861/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9668 - val_loss: 0.2197 - val_auc: 0.9660 - 381ms/epoch - 3ms/step
Epoch 4862/10000
124/124 - 0s - loss: 0.2066 - auc: 0.9668 - val_loss: 0.2197 - val_auc: 0.9659 - 330ms/epoch - 3ms/step
Epoch 4863/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9669 - val_loss: 0.2199 - val_auc: 0.9658 - 386ms/epoch - 3ms/step
Epoch 4864/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9668 - val_loss: 0.2200 - val_auc: 0.9659 - 389ms/epoch - 3ms/step
Epoch 4865/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2196 - val_auc: 0.9657 - 350ms/epoch - 3ms/step
Epoch 4866/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9668 - val_loss: 0.2197 - val_auc: 0.9658 - 352ms/epoch - 3ms/step
Epoch 4867/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9660 - 334ms/epoch - 3ms/step
Epoch 4868/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9668 - val_loss: 0.2196 - val_auc: 0.9658 - 332ms/epoch - 3ms/step
Epoch 4869/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9668 - val_loss: 0.2196 - val_auc: 0.9660 - 375ms/epoch - 3ms/step
Epoch 4870/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9668 - val_loss: 0.2197 - val_auc: 0.9658 - 341ms/epoch - 3ms/step
Epoch 4871/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9658 - 370ms/epoch - 3ms/step
Epoch 4872/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9659 - 335ms/epoch - 3ms/step
Epoch 4873/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9668 - val_loss: 0.2196 - val_auc: 0.9659 - 359ms/epoch - 3ms/step
Epoch 4874/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9669 - val_loss: 0.2195 - val_auc: 0.9661 - 332ms/epoch - 3ms/step
Epoch 4875/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9669 - val_loss: 0.2197 - val_auc: 0.9659 - 375ms/epoch - 3ms/step
Epoch 4876/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9668 - val_loss: 0.2197 - val_auc: 0.9658 - 371ms/epoch - 3ms/step
Epoch 4877/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9658 - 336ms/epoch - 3ms/step
Epoch 4878/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2196 - val_auc: 0.9658 - 381ms/epoch - 3ms/step
Epoch 4879/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9659 - 385ms/epoch - 3ms/step
Epoch 4880/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9669 - val_loss: 0.2197 - val_auc: 0.9658 - 335ms/epoch - 3ms/step
Epoch 4881/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2196 - val_auc: 0.9659 - 369ms/epoch - 3ms/step
Epoch 4882/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9669 - val_loss: 0.2196 - val_auc: 0.9658 - 451ms/epoch - 4ms/step
Epoch 4883/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9668 - val_loss: 0.2195 - val_auc: 0.9660 - 340ms/epoch - 3ms/step
Epoch 4884/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9669 - val_loss: 0.2196 - val_auc: 0.9659 - 381ms/epoch - 3ms/step
Epoch 4885/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9671 - val_loss: 0.2198 - val_auc: 0.9660 - 327ms/epoch - 3ms/step
Epoch 4886/10000
124/124 - 0s - loss: 0.2065 - auc: 0.9667 - val_loss: 0.2197 - val_auc: 0.9659 - 372ms/epoch - 3ms/step
Epoch 4887/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9668 - val_loss: 0.2195 - val_auc: 0.9659 - 360ms/epoch - 3ms/step
Epoch 4888/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9659 - 358ms/epoch - 3ms/step
Epoch 4889/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2197 - val_auc: 0.9659 - 366ms/epoch - 3ms/step
Epoch 4890/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9668 - val_loss: 0.2196 - val_auc: 0.9660 - 329ms/epoch - 3ms/step
Epoch 4891/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2197 - val_auc: 0.9659 - 383ms/epoch - 3ms/step
Epoch 4892/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2195 - val_auc: 0.9660 - 320ms/epoch - 3ms/step
Epoch 4893/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9669 - val_loss: 0.2195 - val_auc: 0.9659 - 380ms/epoch - 3ms/step
Epoch 4894/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2197 - val_auc: 0.9659 - 332ms/epoch - 3ms/step
Epoch 4895/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9659 - 372ms/epoch - 3ms/step
Epoch 4896/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2195 - val_auc: 0.9659 - 332ms/epoch - 3ms/step
Epoch 4897/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9661 - 367ms/epoch - 3ms/step
Epoch 4898/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2195 - val_auc: 0.9660 - 370ms/epoch - 3ms/step
Epoch 4899/10000
124/124 - 0s - loss: 0.2064 - auc: 0.9668 - val_loss: 0.2194 - val_auc: 0.9659 - 334ms/epoch - 3ms/step
Epoch 4900/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9658 - 379ms/epoch - 3ms/step
Epoch 4901/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2196 - val_auc: 0.9658 - 339ms/epoch - 3ms/step
Epoch 4902/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9658 - 373ms/epoch - 3ms/step
Epoch 4903/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9668 - val_loss: 0.2195 - val_auc: 0.9658 - 377ms/epoch - 3ms/step
Epoch 4904/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9659 - 394ms/epoch - 3ms/step
Epoch 4905/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9659 - 380ms/epoch - 3ms/step
Epoch 4906/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9659 - 341ms/epoch - 3ms/step
Epoch 4907/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2197 - val_auc: 0.9658 - 388ms/epoch - 3ms/step
Epoch 4908/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9668 - val_loss: 0.2195 - val_auc: 0.9659 - 394ms/epoch - 3ms/step
Epoch 4909/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2196 - val_auc: 0.9660 - 398ms/epoch - 3ms/step
Epoch 4910/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9668 - val_loss: 0.2196 - val_auc: 0.9659 - 394ms/epoch - 3ms/step
Epoch 4911/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2195 - val_auc: 0.9658 - 393ms/epoch - 3ms/step
Epoch 4912/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9659 - 458ms/epoch - 4ms/step
Epoch 4913/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9668 - val_loss: 0.2196 - val_auc: 0.9659 - 336ms/epoch - 3ms/step
Epoch 4914/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9659 - 395ms/epoch - 3ms/step
Epoch 4915/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9660 - 393ms/epoch - 3ms/step
Epoch 4916/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9659 - 386ms/epoch - 3ms/step
Epoch 4917/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9659 - 393ms/epoch - 3ms/step
Epoch 4918/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2196 - val_auc: 0.9659 - 408ms/epoch - 3ms/step
Epoch 4919/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9661 - 338ms/epoch - 3ms/step
Epoch 4920/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9669 - val_loss: 0.2195 - val_auc: 0.9660 - 379ms/epoch - 3ms/step
Epoch 4921/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9669 - val_loss: 0.2194 - val_auc: 0.9661 - 385ms/epoch - 3ms/step
Epoch 4922/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9669 - val_loss: 0.2194 - val_auc: 0.9660 - 378ms/epoch - 3ms/step
Epoch 4923/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9660 - 363ms/epoch - 3ms/step
Epoch 4924/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9659 - 335ms/epoch - 3ms/step
Epoch 4925/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9660 - 365ms/epoch - 3ms/step
Epoch 4926/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9669 - val_loss: 0.2196 - val_auc: 0.9658 - 346ms/epoch - 3ms/step
Epoch 4927/10000
124/124 - 0s - loss: 0.2063 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9659 - 389ms/epoch - 3ms/step
Epoch 4928/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9659 - 385ms/epoch - 3ms/step
Epoch 4929/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9659 - 371ms/epoch - 3ms/step
Epoch 4930/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9659 - 342ms/epoch - 3ms/step
Epoch 4931/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9659 - 373ms/epoch - 3ms/step
Epoch 4932/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9661 - 335ms/epoch - 3ms/step
Epoch 4933/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9667 - val_loss: 0.2194 - val_auc: 0.9662 - 379ms/epoch - 3ms/step
Epoch 4934/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9660 - 382ms/epoch - 3ms/step
Epoch 4935/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9669 - val_loss: 0.2195 - val_auc: 0.9660 - 370ms/epoch - 3ms/step
Epoch 4936/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9660 - 342ms/epoch - 3ms/step
Epoch 4937/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9660 - 377ms/epoch - 3ms/step
Epoch 4938/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9670 - val_loss: 0.2196 - val_auc: 0.9661 - 336ms/epoch - 3ms/step
Epoch 4939/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9671 - val_loss: 0.2195 - val_auc: 0.9660 - 333ms/epoch - 3ms/step
Epoch 4940/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9671 - val_loss: 0.2194 - val_auc: 0.9659 - 393ms/epoch - 3ms/step
Epoch 4941/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2193 - val_auc: 0.9661 - 386ms/epoch - 3ms/step
Epoch 4942/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9660 - 381ms/epoch - 3ms/step
Epoch 4943/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9669 - val_loss: 0.2195 - val_auc: 0.9660 - 324ms/epoch - 3ms/step
Epoch 4944/10000
124/124 - 0s - loss: 0.2062 - auc: 0.9668 - val_loss: 0.2195 - val_auc: 0.9659 - 372ms/epoch - 3ms/step
Epoch 4945/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2193 - val_auc: 0.9660 - 330ms/epoch - 3ms/step
Epoch 4946/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9660 - 368ms/epoch - 3ms/step
Epoch 4947/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9669 - val_loss: 0.2194 - val_auc: 0.9660 - 323ms/epoch - 3ms/step
Epoch 4948/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9669 - val_loss: 0.2195 - val_auc: 0.9660 - 445ms/epoch - 4ms/step
Epoch 4949/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9660 - 397ms/epoch - 3ms/step
Epoch 4950/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9669 - val_loss: 0.2194 - val_auc: 0.9660 - 333ms/epoch - 3ms/step
Epoch 4951/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9660 - 334ms/epoch - 3ms/step
Epoch 4952/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9660 - 363ms/epoch - 3ms/step
Epoch 4953/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9661 - 340ms/epoch - 3ms/step
Epoch 4954/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9659 - 367ms/epoch - 3ms/step
Epoch 4955/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9671 - val_loss: 0.2195 - val_auc: 0.9661 - 446ms/epoch - 4ms/step
Epoch 4956/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9662 - 334ms/epoch - 3ms/step
Epoch 4957/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9660 - 333ms/epoch - 3ms/step
Epoch 4958/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9671 - val_loss: 0.2194 - val_auc: 0.9660 - 378ms/epoch - 3ms/step
Epoch 4959/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9670 - val_loss: 0.2193 - val_auc: 0.9660 - 383ms/epoch - 3ms/step
Epoch 4960/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9671 - val_loss: 0.2193 - val_auc: 0.9661 - 384ms/epoch - 3ms/step
Epoch 4961/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9671 - val_loss: 0.2193 - val_auc: 0.9661 - 347ms/epoch - 3ms/step
Epoch 4962/10000
124/124 - 0s - loss: 0.2061 - auc: 0.9668 - val_loss: 0.2193 - val_auc: 0.9661 - 385ms/epoch - 3ms/step
Epoch 4963/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9671 - val_loss: 0.2194 - val_auc: 0.9661 - 367ms/epoch - 3ms/step
Epoch 4964/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9671 - val_loss: 0.2194 - val_auc: 0.9660 - 381ms/epoch - 3ms/step
Epoch 4965/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9669 - val_loss: 0.2193 - val_auc: 0.9661 - 332ms/epoch - 3ms/step
Epoch 4966/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9671 - val_loss: 0.2195 - val_auc: 0.9659 - 383ms/epoch - 3ms/step
Epoch 4967/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9658 - 380ms/epoch - 3ms/step
Epoch 4968/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2192 - val_auc: 0.9661 - 394ms/epoch - 3ms/step
Epoch 4969/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9671 - val_loss: 0.2193 - val_auc: 0.9661 - 339ms/epoch - 3ms/step
Epoch 4970/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9671 - val_loss: 0.2193 - val_auc: 0.9661 - 436ms/epoch - 4ms/step
Epoch 4971/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9661 - 328ms/epoch - 3ms/step
Epoch 4972/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9671 - val_loss: 0.2194 - val_auc: 0.9660 - 333ms/epoch - 3ms/step
Epoch 4973/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2192 - val_auc: 0.9661 - 368ms/epoch - 3ms/step
Epoch 4974/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9670 - val_loss: 0.2193 - val_auc: 0.9659 - 334ms/epoch - 3ms/step
Epoch 4975/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9669 - val_loss: 0.2193 - val_auc: 0.9660 - 377ms/epoch - 3ms/step
Epoch 4976/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9670 - val_loss: 0.2193 - val_auc: 0.9660 - 376ms/epoch - 3ms/step
Epoch 4977/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9659 - 345ms/epoch - 3ms/step
Epoch 4978/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9660 - 370ms/epoch - 3ms/step
Epoch 4979/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9660 - 389ms/epoch - 3ms/step
Epoch 4980/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2192 - val_auc: 0.9661 - 342ms/epoch - 3ms/step
Epoch 4981/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2192 - val_auc: 0.9661 - 361ms/epoch - 3ms/step
Epoch 4982/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9669 - val_loss: 0.2195 - val_auc: 0.9662 - 443ms/epoch - 4ms/step
Epoch 4983/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9672 - val_loss: 0.2194 - val_auc: 0.9662 - 395ms/epoch - 3ms/step
Epoch 4984/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9670 - val_loss: 0.2193 - val_auc: 0.9659 - 288ms/epoch - 2ms/step
Epoch 4985/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9671 - val_loss: 0.2193 - val_auc: 0.9660 - 340ms/epoch - 3ms/step
Epoch 4986/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9672 - val_loss: 0.2193 - val_auc: 0.9661 - 374ms/epoch - 3ms/step
Epoch 4987/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2192 - val_auc: 0.9661 - 337ms/epoch - 3ms/step
Epoch 4988/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9670 - val_loss: 0.2194 - val_auc: 0.9663 - 363ms/epoch - 3ms/step
Epoch 4989/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9672 - val_loss: 0.2194 - val_auc: 0.9662 - 321ms/epoch - 3ms/step
Epoch 4990/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9661 - 372ms/epoch - 3ms/step
Epoch 4991/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9670 - val_loss: 0.2192 - val_auc: 0.9662 - 371ms/epoch - 3ms/step
Epoch 4992/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9671 - val_loss: 0.2193 - val_auc: 0.9661 - 341ms/epoch - 3ms/step
Epoch 4993/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9670 - val_loss: 0.2193 - val_auc: 0.9659 - 376ms/epoch - 3ms/step
Epoch 4994/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9661 - 452ms/epoch - 4ms/step
Epoch 4995/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9669 - val_loss: 0.2194 - val_auc: 0.9662 - 368ms/epoch - 3ms/step
Epoch 4996/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9670 - val_loss: 0.2193 - val_auc: 0.9660 - 371ms/epoch - 3ms/step
Epoch 4997/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9672 - val_loss: 0.2193 - val_auc: 0.9661 - 322ms/epoch - 3ms/step
Epoch 4998/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9671 - val_loss: 0.2195 - val_auc: 0.9662 - 378ms/epoch - 3ms/step
Epoch 4999/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9660 - 389ms/epoch - 3ms/step
Epoch 5000/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9672 - val_loss: 0.2194 - val_auc: 0.9663 - 323ms/epoch - 3ms/step
Epoch 5001/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9671 - val_loss: 0.2193 - val_auc: 0.9662 - 379ms/epoch - 3ms/step
Epoch 5002/10000
124/124 - 0s - loss: 0.2060 - auc: 0.9671 - val_loss: 0.2194 - val_auc: 0.9661 - 340ms/epoch - 3ms/step
Epoch 5003/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9662 - 366ms/epoch - 3ms/step
Epoch 5004/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9672 - val_loss: 0.2192 - val_auc: 0.9662 - 373ms/epoch - 3ms/step
Epoch 5005/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9671 - val_loss: 0.2193 - val_auc: 0.9660 - 333ms/epoch - 3ms/step
Epoch 5006/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9672 - val_loss: 0.2193 - val_auc: 0.9660 - 379ms/epoch - 3ms/step
Epoch 5007/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9672 - val_loss: 0.2192 - val_auc: 0.9662 - 336ms/epoch - 3ms/step
Epoch 5008/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9672 - val_loss: 0.2191 - val_auc: 0.9662 - 368ms/epoch - 3ms/step
Epoch 5009/10000
124/124 - 0s - loss: 0.2059 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9660 - 368ms/epoch - 3ms/step
Epoch 5010/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9660 - 331ms/epoch - 3ms/step
Epoch 5011/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9671 - val_loss: 0.2191 - val_auc: 0.9662 - 383ms/epoch - 3ms/step
Epoch 5012/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9671 - val_loss: 0.2193 - val_auc: 0.9661 - 338ms/epoch - 3ms/step
Epoch 5013/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9661 - 372ms/epoch - 3ms/step
Epoch 5014/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9661 - 369ms/epoch - 3ms/step
Epoch 5015/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9662 - 329ms/epoch - 3ms/step
Epoch 5016/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9661 - 383ms/epoch - 3ms/step
Epoch 5017/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9670 - val_loss: 0.2192 - val_auc: 0.9662 - 401ms/epoch - 3ms/step
Epoch 5018/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9672 - val_loss: 0.2194 - val_auc: 0.9661 - 336ms/epoch - 3ms/step
Epoch 5019/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9672 - val_loss: 0.2193 - val_auc: 0.9663 - 370ms/epoch - 3ms/step
Epoch 5020/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9671 - val_loss: 0.2194 - val_auc: 0.9662 - 384ms/epoch - 3ms/step
Epoch 5021/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9673 - val_loss: 0.2192 - val_auc: 0.9662 - 396ms/epoch - 3ms/step
Epoch 5022/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9670 - val_loss: 0.2195 - val_auc: 0.9662 - 462ms/epoch - 4ms/step
Epoch 5023/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9672 - val_loss: 0.2193 - val_auc: 0.9663 - 355ms/epoch - 3ms/step
Epoch 5024/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9672 - val_loss: 0.2191 - val_auc: 0.9662 - 393ms/epoch - 3ms/step
Epoch 5025/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9672 - val_loss: 0.2192 - val_auc: 0.9661 - 371ms/epoch - 3ms/step
Epoch 5026/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9672 - val_loss: 0.2191 - val_auc: 0.9662 - 463ms/epoch - 4ms/step
Epoch 5027/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9661 - 342ms/epoch - 3ms/step
Epoch 5028/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9660 - 382ms/epoch - 3ms/step
Epoch 5029/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9671 - val_loss: 0.2191 - val_auc: 0.9661 - 332ms/epoch - 3ms/step
Epoch 5030/10000
124/124 - 0s - loss: 0.2058 - auc: 0.9671 - val_loss: 0.2191 - val_auc: 0.9662 - 371ms/epoch - 3ms/step
Epoch 5031/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9662 - 456ms/epoch - 4ms/step
Epoch 5032/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9672 - val_loss: 0.2192 - val_auc: 0.9663 - 344ms/epoch - 3ms/step
Epoch 5033/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9671 - val_loss: 0.2191 - val_auc: 0.9662 - 458ms/epoch - 4ms/step
Epoch 5034/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9671 - val_loss: 0.2191 - val_auc: 0.9662 - 353ms/epoch - 3ms/step
Epoch 5035/10000
124/124 - 1s - loss: 0.2057 - auc: 0.9673 - val_loss: 0.2194 - val_auc: 0.9662 - 529ms/epoch - 4ms/step
Epoch 5036/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9672 - val_loss: 0.2192 - val_auc: 0.9664 - 455ms/epoch - 4ms/step
Epoch 5037/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9672 - val_loss: 0.2194 - val_auc: 0.9662 - 480ms/epoch - 4ms/step
Epoch 5038/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9670 - val_loss: 0.2192 - val_auc: 0.9661 - 457ms/epoch - 4ms/step
Epoch 5039/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9672 - val_loss: 0.2191 - val_auc: 0.9662 - 341ms/epoch - 3ms/step
Epoch 5040/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9672 - val_loss: 0.2191 - val_auc: 0.9662 - 342ms/epoch - 3ms/step
Epoch 5041/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9671 - val_loss: 0.2193 - val_auc: 0.9662 - 364ms/epoch - 3ms/step
Epoch 5042/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9672 - val_loss: 0.2191 - val_auc: 0.9662 - 393ms/epoch - 3ms/step
Epoch 5043/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9671 - val_loss: 0.2191 - val_auc: 0.9662 - 386ms/epoch - 3ms/step
Epoch 5044/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9672 - val_loss: 0.2191 - val_auc: 0.9661 - 335ms/epoch - 3ms/step
Epoch 5045/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9662 - 383ms/epoch - 3ms/step
Epoch 5046/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9670 - val_loss: 0.2193 - val_auc: 0.9662 - 376ms/epoch - 3ms/step
Epoch 5047/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9662 - 384ms/epoch - 3ms/step
Epoch 5048/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9673 - val_loss: 0.2191 - val_auc: 0.9664 - 347ms/epoch - 3ms/step
Epoch 5049/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9662 - 368ms/epoch - 3ms/step
Epoch 5050/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9672 - val_loss: 0.2191 - val_auc: 0.9662 - 379ms/epoch - 3ms/step
Epoch 5051/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9671 - val_loss: 0.2191 - val_auc: 0.9661 - 331ms/epoch - 3ms/step
Epoch 5052/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9672 - val_loss: 0.2193 - val_auc: 0.9663 - 363ms/epoch - 3ms/step
Epoch 5053/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9663 - 331ms/epoch - 3ms/step
Epoch 5054/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9671 - val_loss: 0.2191 - val_auc: 0.9663 - 372ms/epoch - 3ms/step
Epoch 5055/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9673 - val_loss: 0.2191 - val_auc: 0.9662 - 327ms/epoch - 3ms/step
Epoch 5056/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9663 - 362ms/epoch - 3ms/step
Epoch 5057/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9672 - val_loss: 0.2192 - val_auc: 0.9663 - 323ms/epoch - 3ms/step
Epoch 5058/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9662 - 326ms/epoch - 3ms/step
Epoch 5059/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9672 - val_loss: 0.2191 - val_auc: 0.9662 - 374ms/epoch - 3ms/step
Epoch 5060/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9663 - 370ms/epoch - 3ms/step
Epoch 5061/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9663 - 343ms/epoch - 3ms/step
Epoch 5062/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9663 - 378ms/epoch - 3ms/step
Epoch 5063/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9673 - val_loss: 0.2191 - val_auc: 0.9663 - 379ms/epoch - 3ms/step
Epoch 5064/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9671 - val_loss: 0.2189 - val_auc: 0.9663 - 379ms/epoch - 3ms/step
Epoch 5065/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9662 - 342ms/epoch - 3ms/step
Epoch 5066/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9665 - 392ms/epoch - 3ms/step
Epoch 5067/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9671 - val_loss: 0.2191 - val_auc: 0.9663 - 392ms/epoch - 3ms/step
Epoch 5068/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9673 - val_loss: 0.2192 - val_auc: 0.9663 - 404ms/epoch - 3ms/step
Epoch 5069/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9663 - 387ms/epoch - 3ms/step
Epoch 5070/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9673 - val_loss: 0.2191 - val_auc: 0.9663 - 398ms/epoch - 3ms/step
Epoch 5071/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9671 - val_loss: 0.2191 - val_auc: 0.9660 - 382ms/epoch - 3ms/step
Epoch 5072/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9672 - val_loss: 0.2191 - val_auc: 0.9661 - 411ms/epoch - 3ms/step
Epoch 5073/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9672 - val_loss: 0.2189 - val_auc: 0.9663 - 381ms/epoch - 3ms/step
Epoch 5074/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9671 - val_loss: 0.2190 - val_auc: 0.9662 - 396ms/epoch - 3ms/step
Epoch 5075/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9671 - val_loss: 0.2189 - val_auc: 0.9663 - 395ms/epoch - 3ms/step
Epoch 5076/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9661 - 401ms/epoch - 3ms/step
Epoch 5077/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9663 - 458ms/epoch - 4ms/step
Epoch 5078/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9662 - 333ms/epoch - 3ms/step
Epoch 5079/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9671 - val_loss: 0.2190 - val_auc: 0.9662 - 335ms/epoch - 3ms/step
Epoch 5080/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9662 - 367ms/epoch - 3ms/step
Epoch 5081/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9662 - 389ms/epoch - 3ms/step
Epoch 5082/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9673 - val_loss: 0.2191 - val_auc: 0.9664 - 326ms/epoch - 3ms/step
Epoch 5083/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9671 - val_loss: 0.2191 - val_auc: 0.9663 - 379ms/epoch - 3ms/step
Epoch 5084/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9662 - 380ms/epoch - 3ms/step
Epoch 5085/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9673 - val_loss: 0.2191 - val_auc: 0.9664 - 330ms/epoch - 3ms/step
Epoch 5086/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9674 - val_loss: 0.2189 - val_auc: 0.9662 - 383ms/epoch - 3ms/step
Epoch 5087/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9662 - 382ms/epoch - 3ms/step
Epoch 5088/10000
124/124 - 0s - loss: 0.2057 - auc: 0.9671 - val_loss: 0.2192 - val_auc: 0.9663 - 338ms/epoch - 3ms/step
Epoch 5089/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9666 - 376ms/epoch - 3ms/step
Epoch 5090/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9673 - val_loss: 0.2191 - val_auc: 0.9664 - 377ms/epoch - 3ms/step
Epoch 5091/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9662 - 336ms/epoch - 3ms/step
Epoch 5092/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9671 - val_loss: 0.2191 - val_auc: 0.9664 - 371ms/epoch - 3ms/step
Epoch 5093/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9662 - 336ms/epoch - 3ms/step
Epoch 5094/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9671 - val_loss: 0.2191 - val_auc: 0.9663 - 377ms/epoch - 3ms/step
Epoch 5095/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9662 - 323ms/epoch - 3ms/step
Epoch 5096/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9664 - 369ms/epoch - 3ms/step
Epoch 5097/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9664 - 314ms/epoch - 3ms/step
Epoch 5098/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9664 - 389ms/epoch - 3ms/step
Epoch 5099/10000
124/124 - 0s - loss: 0.2056 - auc: 0.9672 - val_loss: 0.2189 - val_auc: 0.9663 - 376ms/epoch - 3ms/step
Epoch 5100/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9673 - val_loss: 0.2192 - val_auc: 0.9664 - 331ms/epoch - 3ms/step
Epoch 5101/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9665 - 377ms/epoch - 3ms/step
Epoch 5102/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9672 - val_loss: 0.2189 - val_auc: 0.9665 - 374ms/epoch - 3ms/step
Epoch 5103/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9672 - val_loss: 0.2189 - val_auc: 0.9664 - 330ms/epoch - 3ms/step
Epoch 5104/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9661 - 367ms/epoch - 3ms/step
Epoch 5105/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9664 - 344ms/epoch - 3ms/step
Epoch 5106/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9672 - val_loss: 0.2189 - val_auc: 0.9665 - 364ms/epoch - 3ms/step
Epoch 5107/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9664 - 388ms/epoch - 3ms/step
Epoch 5108/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9665 - 389ms/epoch - 3ms/step
Epoch 5109/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9672 - val_loss: 0.2188 - val_auc: 0.9664 - 335ms/epoch - 3ms/step
Epoch 5110/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9672 - val_loss: 0.2191 - val_auc: 0.9663 - 368ms/epoch - 3ms/step
Epoch 5111/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9662 - 359ms/epoch - 3ms/step
Epoch 5112/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9664 - 360ms/epoch - 3ms/step
Epoch 5113/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9672 - val_loss: 0.2189 - val_auc: 0.9664 - 376ms/epoch - 3ms/step
Epoch 5114/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9662 - 332ms/epoch - 3ms/step
Epoch 5115/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9663 - 398ms/epoch - 3ms/step
Epoch 5116/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9664 - 378ms/epoch - 3ms/step
Epoch 5117/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9662 - 368ms/epoch - 3ms/step
Epoch 5118/10000
124/124 - 0s - loss: 0.2055 - auc: 0.9671 - val_loss: 0.2189 - val_auc: 0.9664 - 357ms/epoch - 3ms/step
Epoch 5119/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9672 - val_loss: 0.2188 - val_auc: 0.9663 - 371ms/epoch - 3ms/step
Epoch 5120/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9672 - val_loss: 0.2188 - val_auc: 0.9663 - 394ms/epoch - 3ms/step
Epoch 5121/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9664 - 376ms/epoch - 3ms/step
Epoch 5122/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9664 - 388ms/epoch - 3ms/step
Epoch 5123/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9664 - 398ms/epoch - 3ms/step
Epoch 5124/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9672 - val_loss: 0.2189 - val_auc: 0.9662 - 406ms/epoch - 3ms/step
Epoch 5125/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9665 - 395ms/epoch - 3ms/step
Epoch 5126/10000
124/124 - 0s - loss: 0.2054 - auc: 0.9672 - val_loss: 0.2188 - val_auc: 0.9663 - 386ms/epoch - 3ms/step
Epoch 5127/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9672 - val_loss: 0.2189 - val_auc: 0.9665 - 337ms/epoch - 3ms/step
Epoch 5128/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9664 - 391ms/epoch - 3ms/step
Epoch 5129/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9671 - val_loss: 0.2189 - val_auc: 0.9664 - 390ms/epoch - 3ms/step
Epoch 5130/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9672 - val_loss: 0.2190 - val_auc: 0.9664 - 385ms/epoch - 3ms/step
Epoch 5131/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9663 - 384ms/epoch - 3ms/step
Epoch 5132/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9674 - val_loss: 0.2190 - val_auc: 0.9664 - 352ms/epoch - 3ms/step
Epoch 5133/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9664 - 374ms/epoch - 3ms/step
Epoch 5134/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9673 - val_loss: 0.2190 - val_auc: 0.9664 - 392ms/epoch - 3ms/step
Epoch 5135/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9665 - 373ms/epoch - 3ms/step
Epoch 5136/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9663 - 335ms/epoch - 3ms/step
Epoch 5137/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9671 - val_loss: 0.2188 - val_auc: 0.9663 - 378ms/epoch - 3ms/step
Epoch 5138/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9672 - val_loss: 0.2188 - val_auc: 0.9666 - 379ms/epoch - 3ms/step
Epoch 5139/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9674 - val_loss: 0.2189 - val_auc: 0.9665 - 364ms/epoch - 3ms/step
Epoch 5140/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9663 - 357ms/epoch - 3ms/step
Epoch 5141/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9665 - 393ms/epoch - 3ms/step
Epoch 5142/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9663 - 382ms/epoch - 3ms/step
Epoch 5143/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9672 - val_loss: 0.2189 - val_auc: 0.9664 - 390ms/epoch - 3ms/step
Epoch 5144/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9672 - val_loss: 0.2189 - val_auc: 0.9664 - 343ms/epoch - 3ms/step
Epoch 5145/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9663 - 388ms/epoch - 3ms/step
Epoch 5146/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9674 - val_loss: 0.2188 - val_auc: 0.9664 - 385ms/epoch - 3ms/step
Epoch 5147/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9664 - 386ms/epoch - 3ms/step
Epoch 5148/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9672 - val_loss: 0.2189 - val_auc: 0.9664 - 349ms/epoch - 3ms/step
Epoch 5149/10000
124/124 - 0s - loss: 0.2053 - auc: 0.9672 - val_loss: 0.2189 - val_auc: 0.9665 - 364ms/epoch - 3ms/step
Epoch 5150/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9674 - val_loss: 0.2189 - val_auc: 0.9664 - 443ms/epoch - 4ms/step
Epoch 5151/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9674 - val_loss: 0.2189 - val_auc: 0.9664 - 333ms/epoch - 3ms/step
Epoch 5152/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9663 - 338ms/epoch - 3ms/step
Epoch 5153/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9665 - 374ms/epoch - 3ms/step
Epoch 5154/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9666 - 383ms/epoch - 3ms/step
Epoch 5155/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9664 - 389ms/epoch - 3ms/step
Epoch 5156/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9674 - val_loss: 0.2190 - val_auc: 0.9664 - 328ms/epoch - 3ms/step
Epoch 5157/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9674 - val_loss: 0.2188 - val_auc: 0.9665 - 368ms/epoch - 3ms/step
Epoch 5158/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9674 - val_loss: 0.2189 - val_auc: 0.9665 - 338ms/epoch - 3ms/step
Epoch 5159/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9665 - 373ms/epoch - 3ms/step
Epoch 5160/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9665 - 389ms/epoch - 3ms/step
Epoch 5161/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9674 - val_loss: 0.2188 - val_auc: 0.9666 - 380ms/epoch - 3ms/step
Epoch 5162/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9672 - val_loss: 0.2187 - val_auc: 0.9664 - 347ms/epoch - 3ms/step
Epoch 5163/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9664 - 378ms/epoch - 3ms/step
Epoch 5164/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9665 - 377ms/epoch - 3ms/step
Epoch 5165/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9665 - 349ms/epoch - 3ms/step
Epoch 5166/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9675 - val_loss: 0.2187 - val_auc: 0.9665 - 384ms/epoch - 3ms/step
Epoch 5167/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9665 - 377ms/epoch - 3ms/step
Epoch 5168/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9663 - 407ms/epoch - 3ms/step
Epoch 5169/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2187 - val_auc: 0.9663 - 376ms/epoch - 3ms/step
Epoch 5170/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9674 - val_loss: 0.2188 - val_auc: 0.9665 - 474ms/epoch - 4ms/step
Epoch 5171/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9674 - val_loss: 0.2189 - val_auc: 0.9665 - 339ms/epoch - 3ms/step
Epoch 5172/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9665 - 375ms/epoch - 3ms/step
Epoch 5173/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2187 - val_auc: 0.9665 - 342ms/epoch - 3ms/step
Epoch 5174/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9672 - val_loss: 0.2188 - val_auc: 0.9665 - 379ms/epoch - 3ms/step
Epoch 5175/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9672 - val_loss: 0.2188 - val_auc: 0.9665 - 364ms/epoch - 3ms/step
Epoch 5176/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9675 - val_loss: 0.2187 - val_auc: 0.9666 - 335ms/epoch - 3ms/step
Epoch 5177/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2187 - val_auc: 0.9664 - 377ms/epoch - 3ms/step
Epoch 5178/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9666 - 447ms/epoch - 4ms/step
Epoch 5179/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9673 - val_loss: 0.2186 - val_auc: 0.9666 - 333ms/epoch - 3ms/step
Epoch 5180/10000
124/124 - 0s - loss: 0.2052 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9665 - 332ms/epoch - 3ms/step
Epoch 5181/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9665 - 375ms/epoch - 3ms/step
Epoch 5182/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9675 - val_loss: 0.2186 - val_auc: 0.9665 - 377ms/epoch - 3ms/step
Epoch 5183/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2187 - val_auc: 0.9664 - 333ms/epoch - 3ms/step
Epoch 5184/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2187 - val_auc: 0.9666 - 446ms/epoch - 4ms/step
Epoch 5185/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9672 - val_loss: 0.2186 - val_auc: 0.9664 - 407ms/epoch - 3ms/step
Epoch 5186/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9665 - 339ms/epoch - 3ms/step
Epoch 5187/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9674 - val_loss: 0.2186 - val_auc: 0.9666 - 389ms/epoch - 3ms/step
Epoch 5188/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2187 - val_auc: 0.9665 - 393ms/epoch - 3ms/step
Epoch 5189/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9674 - val_loss: 0.2186 - val_auc: 0.9664 - 403ms/epoch - 3ms/step
Epoch 5190/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2186 - val_auc: 0.9664 - 382ms/epoch - 3ms/step
Epoch 5191/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9673 - val_loss: 0.2189 - val_auc: 0.9665 - 387ms/epoch - 3ms/step
Epoch 5192/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9665 - 393ms/epoch - 3ms/step
Epoch 5193/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9674 - val_loss: 0.2188 - val_auc: 0.9665 - 348ms/epoch - 3ms/step
Epoch 5194/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9665 - 378ms/epoch - 3ms/step
Epoch 5195/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9675 - val_loss: 0.2186 - val_auc: 0.9665 - 423ms/epoch - 3ms/step
Epoch 5196/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9673 - val_loss: 0.2187 - val_auc: 0.9666 - 435ms/epoch - 4ms/step
Epoch 5197/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2188 - val_auc: 0.9665 - 397ms/epoch - 3ms/step
Epoch 5198/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9675 - val_loss: 0.2187 - val_auc: 0.9666 - 343ms/epoch - 3ms/step
Epoch 5199/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9666 - 395ms/epoch - 3ms/step
Epoch 5200/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9674 - val_loss: 0.2190 - val_auc: 0.9664 - 388ms/epoch - 3ms/step
Epoch 5201/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9665 - 406ms/epoch - 3ms/step
Epoch 5202/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9674 - val_loss: 0.2190 - val_auc: 0.9663 - 401ms/epoch - 3ms/step
Epoch 5203/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9675 - val_loss: 0.2186 - val_auc: 0.9665 - 474ms/epoch - 4ms/step
Epoch 5204/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2186 - val_auc: 0.9665 - 387ms/epoch - 3ms/step
Epoch 5205/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9673 - val_loss: 0.2186 - val_auc: 0.9665 - 409ms/epoch - 3ms/step
Epoch 5206/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9673 - val_loss: 0.2187 - val_auc: 0.9666 - 399ms/epoch - 3ms/step
Epoch 5207/10000
124/124 - 0s - loss: 0.2051 - auc: 0.9673 - val_loss: 0.2187 - val_auc: 0.9665 - 365ms/epoch - 3ms/step
Epoch 5208/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9665 - 339ms/epoch - 3ms/step
Epoch 5209/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9675 - val_loss: 0.2186 - val_auc: 0.9664 - 324ms/epoch - 3ms/step
Epoch 5210/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9675 - val_loss: 0.2187 - val_auc: 0.9666 - 468ms/epoch - 4ms/step
Epoch 5211/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9673 - val_loss: 0.2186 - val_auc: 0.9665 - 337ms/epoch - 3ms/step
Epoch 5212/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9665 - 344ms/epoch - 3ms/step
Epoch 5213/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9672 - val_loss: 0.2186 - val_auc: 0.9665 - 440ms/epoch - 4ms/step
Epoch 5214/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9675 - val_loss: 0.2186 - val_auc: 0.9666 - 381ms/epoch - 3ms/step
Epoch 5215/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9665 - 381ms/epoch - 3ms/step
Epoch 5216/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9672 - val_loss: 0.2188 - val_auc: 0.9665 - 381ms/epoch - 3ms/step
Epoch 5217/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9674 - val_loss: 0.2186 - val_auc: 0.9665 - 442ms/epoch - 4ms/step
Epoch 5218/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9674 - val_loss: 0.2186 - val_auc: 0.9664 - 346ms/epoch - 3ms/step
Epoch 5219/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9673 - val_loss: 0.2187 - val_auc: 0.9666 - 401ms/epoch - 3ms/step
Epoch 5220/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9675 - val_loss: 0.2187 - val_auc: 0.9666 - 400ms/epoch - 3ms/step
Epoch 5221/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9674 - val_loss: 0.2186 - val_auc: 0.9667 - 451ms/epoch - 4ms/step
Epoch 5222/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9675 - val_loss: 0.2186 - val_auc: 0.9666 - 410ms/epoch - 3ms/step
Epoch 5223/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9675 - val_loss: 0.2187 - val_auc: 0.9666 - 384ms/epoch - 3ms/step
Epoch 5224/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9675 - val_loss: 0.2185 - val_auc: 0.9667 - 362ms/epoch - 3ms/step
Epoch 5225/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9672 - val_loss: 0.2187 - val_auc: 0.9666 - 363ms/epoch - 3ms/step
Epoch 5226/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9667 - 396ms/epoch - 3ms/step
Epoch 5227/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9676 - val_loss: 0.2185 - val_auc: 0.9667 - 395ms/epoch - 3ms/step
Epoch 5228/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9675 - val_loss: 0.2186 - val_auc: 0.9664 - 474ms/epoch - 4ms/step
Epoch 5229/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9676 - val_loss: 0.2186 - val_auc: 0.9666 - 464ms/epoch - 4ms/step
Epoch 5230/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9673 - val_loss: 0.2187 - val_auc: 0.9665 - 342ms/epoch - 3ms/step
Epoch 5231/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9673 - val_loss: 0.2186 - val_auc: 0.9665 - 385ms/epoch - 3ms/step
Epoch 5232/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9674 - val_loss: 0.2185 - val_auc: 0.9665 - 463ms/epoch - 4ms/step
Epoch 5233/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9673 - val_loss: 0.2185 - val_auc: 0.9665 - 377ms/epoch - 3ms/step
Epoch 5234/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9674 - val_loss: 0.2185 - val_auc: 0.9664 - 395ms/epoch - 3ms/step
Epoch 5235/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9675 - val_loss: 0.2185 - val_auc: 0.9665 - 392ms/epoch - 3ms/step
Epoch 5236/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9673 - val_loss: 0.2186 - val_auc: 0.9666 - 382ms/epoch - 3ms/step
Epoch 5237/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9673 - val_loss: 0.2187 - val_auc: 0.9665 - 423ms/epoch - 3ms/step
Epoch 5238/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9676 - val_loss: 0.2186 - val_auc: 0.9666 - 363ms/epoch - 3ms/step
Epoch 5239/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9674 - val_loss: 0.2185 - val_auc: 0.9666 - 478ms/epoch - 4ms/step
Epoch 5240/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9674 - val_loss: 0.2186 - val_auc: 0.9666 - 380ms/epoch - 3ms/step
Epoch 5241/10000
124/124 - 0s - loss: 0.2050 - auc: 0.9672 - val_loss: 0.2186 - val_auc: 0.9666 - 371ms/epoch - 3ms/step
Epoch 5242/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9666 - 360ms/epoch - 3ms/step
Epoch 5243/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9672 - val_loss: 0.2185 - val_auc: 0.9666 - 456ms/epoch - 4ms/step
Epoch 5244/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9666 - 352ms/epoch - 3ms/step
Epoch 5245/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9666 - 427ms/epoch - 3ms/step
Epoch 5246/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9673 - val_loss: 0.2186 - val_auc: 0.9666 - 354ms/epoch - 3ms/step
Epoch 5247/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9675 - val_loss: 0.2185 - val_auc: 0.9667 - 456ms/epoch - 4ms/step
Epoch 5248/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9674 - val_loss: 0.2188 - val_auc: 0.9665 - 395ms/epoch - 3ms/step
Epoch 5249/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9674 - val_loss: 0.2185 - val_auc: 0.9666 - 481ms/epoch - 4ms/step
Epoch 5250/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9674 - val_loss: 0.2186 - val_auc: 0.9667 - 428ms/epoch - 3ms/step
Epoch 5251/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9675 - val_loss: 0.2185 - val_auc: 0.9666 - 396ms/epoch - 3ms/step
Epoch 5252/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9674 - val_loss: 0.2185 - val_auc: 0.9666 - 418ms/epoch - 3ms/step
Epoch 5253/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9674 - val_loss: 0.2189 - val_auc: 0.9665 - 391ms/epoch - 3ms/step
Epoch 5254/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9675 - val_loss: 0.2187 - val_auc: 0.9666 - 459ms/epoch - 4ms/step
Epoch 5255/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9672 - val_loss: 0.2185 - val_auc: 0.9667 - 350ms/epoch - 3ms/step
Epoch 5256/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9666 - 408ms/epoch - 3ms/step
Epoch 5257/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9674 - val_loss: 0.2185 - val_auc: 0.9668 - 470ms/epoch - 4ms/step
Epoch 5258/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9675 - val_loss: 0.2185 - val_auc: 0.9667 - 433ms/epoch - 3ms/step
Epoch 5259/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9675 - val_loss: 0.2187 - val_auc: 0.9666 - 407ms/epoch - 3ms/step
Epoch 5260/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9667 - 358ms/epoch - 3ms/step
Epoch 5261/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9676 - val_loss: 0.2184 - val_auc: 0.9665 - 383ms/epoch - 3ms/step
Epoch 5262/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9673 - val_loss: 0.2185 - val_auc: 0.9666 - 376ms/epoch - 3ms/step
Epoch 5263/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9667 - 342ms/epoch - 3ms/step
Epoch 5264/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9674 - val_loss: 0.2185 - val_auc: 0.9666 - 374ms/epoch - 3ms/step
Epoch 5265/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9674 - val_loss: 0.2184 - val_auc: 0.9665 - 342ms/epoch - 3ms/step
Epoch 5266/10000
124/124 - 0s - loss: 0.2049 - auc: 0.9673 - val_loss: 0.2184 - val_auc: 0.9666 - 360ms/epoch - 3ms/step
Epoch 5267/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9674 - val_loss: 0.2184 - val_auc: 0.9666 - 390ms/epoch - 3ms/step
Epoch 5268/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9666 - 372ms/epoch - 3ms/step
Epoch 5269/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9668 - 340ms/epoch - 3ms/step
Epoch 5270/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9674 - val_loss: 0.2185 - val_auc: 0.9667 - 374ms/epoch - 3ms/step
Epoch 5271/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9674 - val_loss: 0.2185 - val_auc: 0.9666 - 349ms/epoch - 3ms/step
Epoch 5272/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9675 - val_loss: 0.2186 - val_auc: 0.9666 - 372ms/epoch - 3ms/step
Epoch 5273/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9675 - val_loss: 0.2185 - val_auc: 0.9666 - 389ms/epoch - 3ms/step
Epoch 5274/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9675 - val_loss: 0.2186 - val_auc: 0.9666 - 385ms/epoch - 3ms/step
Epoch 5275/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9673 - val_loss: 0.2185 - val_auc: 0.9666 - 383ms/epoch - 3ms/step
Epoch 5276/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9675 - val_loss: 0.2185 - val_auc: 0.9666 - 397ms/epoch - 3ms/step
Epoch 5277/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9674 - val_loss: 0.2184 - val_auc: 0.9666 - 387ms/epoch - 3ms/step
Epoch 5278/10000
124/124 - 1s - loss: 0.2047 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9667 - 500ms/epoch - 4ms/step
Epoch 5279/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9675 - val_loss: 0.2185 - val_auc: 0.9667 - 343ms/epoch - 3ms/step
Epoch 5280/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9666 - 379ms/epoch - 3ms/step
Epoch 5281/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9667 - 384ms/epoch - 3ms/step
Epoch 5282/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9674 - val_loss: 0.2184 - val_auc: 0.9667 - 356ms/epoch - 3ms/step
Epoch 5283/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9674 - val_loss: 0.2184 - val_auc: 0.9667 - 356ms/epoch - 3ms/step
Epoch 5284/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9674 - val_loss: 0.2186 - val_auc: 0.9667 - 362ms/epoch - 3ms/step
Epoch 5285/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9675 - val_loss: 0.2185 - val_auc: 0.9667 - 335ms/epoch - 3ms/step
Epoch 5286/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9673 - val_loss: 0.2185 - val_auc: 0.9667 - 378ms/epoch - 3ms/step
Epoch 5287/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9676 - val_loss: 0.2185 - val_auc: 0.9667 - 345ms/epoch - 3ms/step
Epoch 5288/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9675 - val_loss: 0.2185 - val_auc: 0.9665 - 387ms/epoch - 3ms/step
Epoch 5289/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9674 - val_loss: 0.2184 - val_auc: 0.9667 - 377ms/epoch - 3ms/step
Epoch 5290/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9674 - val_loss: 0.2185 - val_auc: 0.9667 - 393ms/epoch - 3ms/step
Epoch 5291/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9667 - 450ms/epoch - 4ms/step
Epoch 5292/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9676 - val_loss: 0.2185 - val_auc: 0.9667 - 365ms/epoch - 3ms/step
Epoch 5293/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9674 - val_loss: 0.2187 - val_auc: 0.9666 - 390ms/epoch - 3ms/step
Epoch 5294/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9675 - val_loss: 0.2183 - val_auc: 0.9668 - 381ms/epoch - 3ms/step
Epoch 5295/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9668 - 396ms/epoch - 3ms/step
Epoch 5296/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9674 - val_loss: 0.2185 - val_auc: 0.9667 - 411ms/epoch - 3ms/step
Epoch 5297/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9676 - val_loss: 0.2184 - val_auc: 0.9667 - 416ms/epoch - 3ms/step
Epoch 5298/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9676 - val_loss: 0.2184 - val_auc: 0.9667 - 403ms/epoch - 3ms/step
Epoch 5299/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9674 - val_loss: 0.2183 - val_auc: 0.9666 - 406ms/epoch - 3ms/step
Epoch 5300/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9674 - val_loss: 0.2184 - val_auc: 0.9667 - 406ms/epoch - 3ms/step
Epoch 5301/10000
124/124 - 0s - loss: 0.2048 - auc: 0.9674 - val_loss: 0.2183 - val_auc: 0.9667 - 399ms/epoch - 3ms/step
Epoch 5302/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9674 - val_loss: 0.2185 - val_auc: 0.9668 - 409ms/epoch - 3ms/step
Epoch 5303/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9675 - val_loss: 0.2185 - val_auc: 0.9667 - 400ms/epoch - 3ms/step
Epoch 5304/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9668 - 386ms/epoch - 3ms/step
Epoch 5305/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9674 - val_loss: 0.2184 - val_auc: 0.9666 - 455ms/epoch - 4ms/step
Epoch 5306/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9676 - val_loss: 0.2184 - val_auc: 0.9667 - 364ms/epoch - 3ms/step
Epoch 5307/10000
124/124 - 0s - loss: 0.2047 - auc: 0.9674 - val_loss: 0.2186 - val_auc: 0.9667 - 395ms/epoch - 3ms/step
Epoch 5308/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9668 - 390ms/epoch - 3ms/step
Epoch 5309/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9667 - 437ms/epoch - 4ms/step
Epoch 5310/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9667 - 329ms/epoch - 3ms/step
Epoch 5311/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2183 - val_auc: 0.9667 - 386ms/epoch - 3ms/step
Epoch 5312/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9676 - val_loss: 0.2185 - val_auc: 0.9667 - 345ms/epoch - 3ms/step
Epoch 5313/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9667 - 353ms/epoch - 3ms/step
Epoch 5314/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9674 - val_loss: 0.2184 - val_auc: 0.9667 - 336ms/epoch - 3ms/step
Epoch 5315/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9675 - val_loss: 0.2183 - val_auc: 0.9668 - 372ms/epoch - 3ms/step
Epoch 5316/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9676 - val_loss: 0.2184 - val_auc: 0.9666 - 460ms/epoch - 4ms/step
Epoch 5317/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9676 - val_loss: 0.2184 - val_auc: 0.9667 - 412ms/epoch - 3ms/step
Epoch 5318/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9674 - val_loss: 0.2183 - val_auc: 0.9668 - 332ms/epoch - 3ms/step
Epoch 5319/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9676 - val_loss: 0.2184 - val_auc: 0.9667 - 365ms/epoch - 3ms/step
Epoch 5320/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9674 - val_loss: 0.2184 - val_auc: 0.9666 - 389ms/epoch - 3ms/step
Epoch 5321/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9668 - 353ms/epoch - 3ms/step
Epoch 5322/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9668 - 387ms/epoch - 3ms/step
Epoch 5323/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9677 - val_loss: 0.2185 - val_auc: 0.9668 - 391ms/epoch - 3ms/step
Epoch 5324/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9667 - 387ms/epoch - 3ms/step
Epoch 5325/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2183 - val_auc: 0.9668 - 450ms/epoch - 4ms/step
Epoch 5326/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9668 - 333ms/epoch - 3ms/step
Epoch 5327/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9674 - val_loss: 0.2182 - val_auc: 0.9668 - 380ms/epoch - 3ms/step
Epoch 5328/10000
124/124 - 0s - loss: 0.2046 - auc: 0.9674 - val_loss: 0.2185 - val_auc: 0.9667 - 345ms/epoch - 3ms/step
Epoch 5329/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9676 - val_loss: 0.2184 - val_auc: 0.9667 - 366ms/epoch - 3ms/step
Epoch 5330/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9668 - 473ms/epoch - 4ms/step
Epoch 5331/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9669 - 343ms/epoch - 3ms/step
Epoch 5332/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9675 - val_loss: 0.2183 - val_auc: 0.9668 - 386ms/epoch - 3ms/step
Epoch 5333/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9668 - 449ms/epoch - 4ms/step
Epoch 5334/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9676 - val_loss: 0.2184 - val_auc: 0.9668 - 345ms/epoch - 3ms/step
Epoch 5335/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9669 - 451ms/epoch - 4ms/step
Epoch 5336/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9666 - 340ms/epoch - 3ms/step
Epoch 5337/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9668 - 384ms/epoch - 3ms/step
Epoch 5338/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9666 - 320ms/epoch - 3ms/step
Epoch 5339/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9676 - val_loss: 0.2184 - val_auc: 0.9668 - 383ms/epoch - 3ms/step
Epoch 5340/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9676 - val_loss: 0.2187 - val_auc: 0.9667 - 379ms/epoch - 3ms/step
Epoch 5341/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2183 - val_auc: 0.9668 - 332ms/epoch - 3ms/step
Epoch 5342/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9668 - 382ms/epoch - 3ms/step
Epoch 5343/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9668 - 390ms/epoch - 3ms/step
Epoch 5344/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9675 - val_loss: 0.2183 - val_auc: 0.9667 - 327ms/epoch - 3ms/step
Epoch 5345/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2183 - val_auc: 0.9668 - 395ms/epoch - 3ms/step
Epoch 5346/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2183 - val_auc: 0.9668 - 368ms/epoch - 3ms/step
Epoch 5347/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9669 - 346ms/epoch - 3ms/step
Epoch 5348/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9668 - 380ms/epoch - 3ms/step
Epoch 5349/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2185 - val_auc: 0.9667 - 380ms/epoch - 3ms/step
Epoch 5350/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2184 - val_auc: 0.9668 - 400ms/epoch - 3ms/step
Epoch 5351/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9674 - val_loss: 0.2182 - val_auc: 0.9668 - 396ms/epoch - 3ms/step
Epoch 5352/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9677 - val_loss: 0.2183 - val_auc: 0.9668 - 495ms/epoch - 4ms/step
Epoch 5353/10000
124/124 - 1s - loss: 0.2044 - auc: 0.9674 - val_loss: 0.2183 - val_auc: 0.9668 - 500ms/epoch - 4ms/step
Epoch 5354/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9670 - 412ms/epoch - 3ms/step
Epoch 5355/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9677 - val_loss: 0.2184 - val_auc: 0.9668 - 385ms/epoch - 3ms/step
Epoch 5356/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9668 - 392ms/epoch - 3ms/step
Epoch 5357/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9677 - val_loss: 0.2182 - val_auc: 0.9669 - 379ms/epoch - 3ms/step
Epoch 5358/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9677 - val_loss: 0.2182 - val_auc: 0.9669 - 335ms/epoch - 3ms/step
Epoch 5359/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9675 - val_loss: 0.2181 - val_auc: 0.9670 - 385ms/epoch - 3ms/step
Epoch 5360/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9675 - val_loss: 0.2183 - val_auc: 0.9668 - 386ms/epoch - 3ms/step
Epoch 5361/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9669 - 335ms/epoch - 3ms/step
Epoch 5362/10000
124/124 - 0s - loss: 0.2045 - auc: 0.9674 - val_loss: 0.2182 - val_auc: 0.9668 - 372ms/epoch - 3ms/step
Epoch 5363/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9668 - 369ms/epoch - 3ms/step
Epoch 5364/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9668 - 335ms/epoch - 3ms/step
Epoch 5365/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9668 - 387ms/epoch - 3ms/step
Epoch 5366/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9668 - 370ms/epoch - 3ms/step
Epoch 5367/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9677 - val_loss: 0.2183 - val_auc: 0.9668 - 337ms/epoch - 3ms/step
Epoch 5368/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9677 - val_loss: 0.2182 - val_auc: 0.9670 - 387ms/epoch - 3ms/step
Epoch 5369/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9669 - 402ms/epoch - 3ms/step
Epoch 5370/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9668 - 381ms/epoch - 3ms/step
Epoch 5371/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9668 - 339ms/epoch - 3ms/step
Epoch 5372/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9668 - 364ms/epoch - 3ms/step
Epoch 5373/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9669 - 336ms/epoch - 3ms/step
Epoch 5374/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9668 - 346ms/epoch - 3ms/step
Epoch 5375/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9668 - 387ms/epoch - 3ms/step
Epoch 5376/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9667 - 383ms/epoch - 3ms/step
Epoch 5377/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9668 - 457ms/epoch - 4ms/step
Epoch 5378/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9669 - 356ms/epoch - 3ms/step
Epoch 5379/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9670 - 391ms/epoch - 3ms/step
Epoch 5380/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9675 - val_loss: 0.2181 - val_auc: 0.9668 - 409ms/epoch - 3ms/step
Epoch 5381/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9670 - 403ms/epoch - 3ms/step
Epoch 5382/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9670 - 392ms/epoch - 3ms/step
Epoch 5383/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9670 - 375ms/epoch - 3ms/step
Epoch 5384/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9668 - 453ms/epoch - 4ms/step
Epoch 5385/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9668 - 374ms/epoch - 3ms/step
Epoch 5386/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 366ms/epoch - 3ms/step
Epoch 5387/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9677 - val_loss: 0.2185 - val_auc: 0.9667 - 395ms/epoch - 3ms/step
Epoch 5388/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9669 - 452ms/epoch - 4ms/step
Epoch 5389/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9669 - 333ms/epoch - 3ms/step
Epoch 5390/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9677 - val_loss: 0.2183 - val_auc: 0.9669 - 382ms/epoch - 3ms/step
Epoch 5391/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 352ms/epoch - 3ms/step
Epoch 5392/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9669 - 386ms/epoch - 3ms/step
Epoch 5393/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 402ms/epoch - 3ms/step
Epoch 5394/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 376ms/epoch - 3ms/step
Epoch 5395/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9678 - val_loss: 0.2181 - val_auc: 0.9668 - 379ms/epoch - 3ms/step
Epoch 5396/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9669 - 342ms/epoch - 3ms/step
Epoch 5397/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9668 - 374ms/epoch - 3ms/step
Epoch 5398/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9676 - val_loss: 0.2180 - val_auc: 0.9669 - 393ms/epoch - 3ms/step
Epoch 5399/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 375ms/epoch - 3ms/step
Epoch 5400/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9678 - val_loss: 0.2182 - val_auc: 0.9669 - 355ms/epoch - 3ms/step
Epoch 5401/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9670 - 396ms/epoch - 3ms/step
Epoch 5402/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9675 - val_loss: 0.2181 - val_auc: 0.9669 - 401ms/epoch - 3ms/step
Epoch 5403/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9669 - 363ms/epoch - 3ms/step
Epoch 5404/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9669 - 386ms/epoch - 3ms/step
Epoch 5405/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9677 - val_loss: 0.2182 - val_auc: 0.9669 - 405ms/epoch - 3ms/step
Epoch 5406/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 380ms/epoch - 3ms/step
Epoch 5407/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9669 - 391ms/epoch - 3ms/step
Epoch 5408/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9669 - 337ms/epoch - 3ms/step
Epoch 5409/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9670 - 381ms/epoch - 3ms/step
Epoch 5410/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9671 - 392ms/epoch - 3ms/step
Epoch 5411/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 394ms/epoch - 3ms/step
Epoch 5412/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 381ms/epoch - 3ms/step
Epoch 5413/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9670 - 362ms/epoch - 3ms/step
Epoch 5414/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 358ms/epoch - 3ms/step
Epoch 5415/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9678 - val_loss: 0.2182 - val_auc: 0.9670 - 388ms/epoch - 3ms/step
Epoch 5416/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9670 - 339ms/epoch - 3ms/step
Epoch 5417/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9678 - val_loss: 0.2181 - val_auc: 0.9670 - 379ms/epoch - 3ms/step
Epoch 5418/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9677 - val_loss: 0.2183 - val_auc: 0.9668 - 372ms/epoch - 3ms/step
Epoch 5419/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 329ms/epoch - 3ms/step
Epoch 5420/10000
124/124 - 0s - loss: 0.2044 - auc: 0.9675 - val_loss: 0.2183 - val_auc: 0.9668 - 381ms/epoch - 3ms/step
Epoch 5421/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9669 - 364ms/epoch - 3ms/step
Epoch 5422/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9678 - val_loss: 0.2183 - val_auc: 0.9669 - 327ms/epoch - 3ms/step
Epoch 5423/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 372ms/epoch - 3ms/step
Epoch 5424/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9676 - val_loss: 0.2183 - val_auc: 0.9669 - 334ms/epoch - 3ms/step
Epoch 5425/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9677 - val_loss: 0.2182 - val_auc: 0.9669 - 375ms/epoch - 3ms/step
Epoch 5426/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 339ms/epoch - 3ms/step
Epoch 5427/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 362ms/epoch - 3ms/step
Epoch 5428/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9669 - 377ms/epoch - 3ms/step
Epoch 5429/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9669 - 343ms/epoch - 3ms/step
Epoch 5430/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9678 - val_loss: 0.2181 - val_auc: 0.9669 - 391ms/epoch - 3ms/step
Epoch 5431/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9669 - 379ms/epoch - 3ms/step
Epoch 5432/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9668 - 387ms/epoch - 3ms/step
Epoch 5433/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9670 - 404ms/epoch - 3ms/step
Epoch 5434/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9676 - val_loss: 0.2180 - val_auc: 0.9669 - 409ms/epoch - 3ms/step
Epoch 5435/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9678 - val_loss: 0.2181 - val_auc: 0.9670 - 386ms/epoch - 3ms/step
Epoch 5436/10000
124/124 - 0s - loss: 0.2042 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 383ms/epoch - 3ms/step
Epoch 5437/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9678 - val_loss: 0.2181 - val_auc: 0.9670 - 343ms/epoch - 3ms/step
Epoch 5438/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9676 - val_loss: 0.2180 - val_auc: 0.9669 - 387ms/epoch - 3ms/step
Epoch 5439/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9678 - val_loss: 0.2180 - val_auc: 0.9670 - 387ms/epoch - 3ms/step
Epoch 5440/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9670 - 368ms/epoch - 3ms/step
Epoch 5441/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 391ms/epoch - 3ms/step
Epoch 5442/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9670 - 328ms/epoch - 3ms/step
Epoch 5443/10000
124/124 - 0s - loss: 0.2043 - auc: 0.9674 - val_loss: 0.2182 - val_auc: 0.9669 - 397ms/epoch - 3ms/step
Epoch 5444/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9677 - val_loss: 0.2182 - val_auc: 0.9669 - 394ms/epoch - 3ms/step
Epoch 5445/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9669 - 363ms/epoch - 3ms/step
Epoch 5446/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9668 - 343ms/epoch - 3ms/step
Epoch 5447/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9670 - 385ms/epoch - 3ms/step
Epoch 5448/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9678 - val_loss: 0.2180 - val_auc: 0.9670 - 372ms/epoch - 3ms/step
Epoch 5449/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9676 - val_loss: 0.2180 - val_auc: 0.9669 - 400ms/epoch - 3ms/step
Epoch 5450/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9678 - val_loss: 0.2182 - val_auc: 0.9669 - 324ms/epoch - 3ms/step
Epoch 5451/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 369ms/epoch - 3ms/step
Epoch 5452/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9678 - val_loss: 0.2180 - val_auc: 0.9670 - 327ms/epoch - 3ms/step
Epoch 5453/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9676 - val_loss: 0.2180 - val_auc: 0.9670 - 443ms/epoch - 4ms/step
Epoch 5454/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9671 - 344ms/epoch - 3ms/step
Epoch 5455/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9669 - 380ms/epoch - 3ms/step
Epoch 5456/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9676 - val_loss: 0.2179 - val_auc: 0.9671 - 323ms/epoch - 3ms/step
Epoch 5457/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9670 - 378ms/epoch - 3ms/step
Epoch 5458/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9670 - 335ms/epoch - 3ms/step
Epoch 5459/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9678 - val_loss: 0.2180 - val_auc: 0.9669 - 362ms/epoch - 3ms/step
Epoch 5460/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9676 - val_loss: 0.2182 - val_auc: 0.9668 - 379ms/epoch - 3ms/step
Epoch 5461/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9675 - val_loss: 0.2182 - val_auc: 0.9669 - 329ms/epoch - 3ms/step
Epoch 5462/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9677 - val_loss: 0.2183 - val_auc: 0.9668 - 379ms/epoch - 3ms/step
Epoch 5463/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9670 - 388ms/epoch - 3ms/step
Epoch 5464/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9669 - 344ms/epoch - 3ms/step
Epoch 5465/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 409ms/epoch - 3ms/step
Epoch 5466/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9678 - val_loss: 0.2180 - val_auc: 0.9670 - 365ms/epoch - 3ms/step
Epoch 5467/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9676 - val_loss: 0.2180 - val_auc: 0.9670 - 317ms/epoch - 3ms/step
Epoch 5468/10000
124/124 - 0s - loss: 0.2041 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9672 - 353ms/epoch - 3ms/step
Epoch 5469/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9670 - 325ms/epoch - 3ms/step
Epoch 5470/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 378ms/epoch - 3ms/step
Epoch 5471/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9670 - 333ms/epoch - 3ms/step
Epoch 5472/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9670 - 369ms/epoch - 3ms/step
Epoch 5473/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9671 - 336ms/epoch - 3ms/step
Epoch 5474/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9671 - 338ms/epoch - 3ms/step
Epoch 5475/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9671 - 447ms/epoch - 4ms/step
Epoch 5476/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9676 - val_loss: 0.2180 - val_auc: 0.9669 - 323ms/epoch - 3ms/step
Epoch 5477/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 324ms/epoch - 3ms/step
Epoch 5478/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9669 - 359ms/epoch - 3ms/step
Epoch 5479/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9669 - 323ms/epoch - 3ms/step
Epoch 5480/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9676 - val_loss: 0.2181 - val_auc: 0.9669 - 370ms/epoch - 3ms/step
Epoch 5481/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9670 - 328ms/epoch - 3ms/step
Epoch 5482/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9670 - 359ms/epoch - 3ms/step
Epoch 5483/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9671 - 337ms/epoch - 3ms/step
Epoch 5484/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9671 - 313ms/epoch - 3ms/step
Epoch 5485/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9671 - 372ms/epoch - 3ms/step
Epoch 5486/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9671 - 328ms/epoch - 3ms/step
Epoch 5487/10000
124/124 - 0s - loss: 0.2040 - auc: 0.9676 - val_loss: 0.2179 - val_auc: 0.9671 - 352ms/epoch - 3ms/step
Epoch 5488/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9671 - 318ms/epoch - 3ms/step
Epoch 5489/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9669 - 325ms/epoch - 3ms/step
Epoch 5490/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9679 - val_loss: 0.2179 - val_auc: 0.9670 - 333ms/epoch - 3ms/step
Epoch 5491/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9669 - 327ms/epoch - 3ms/step
Epoch 5492/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9669 - 356ms/epoch - 3ms/step
Epoch 5493/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9670 - 329ms/epoch - 3ms/step
Epoch 5494/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9677 - val_loss: 0.2180 - val_auc: 0.9669 - 391ms/epoch - 3ms/step
Epoch 5495/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9671 - 376ms/epoch - 3ms/step
Epoch 5496/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9669 - 379ms/epoch - 3ms/step
Epoch 5497/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9671 - 326ms/epoch - 3ms/step
Epoch 5498/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9670 - 380ms/epoch - 3ms/step
Epoch 5499/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9670 - 375ms/epoch - 3ms/step
Epoch 5500/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9676 - val_loss: 0.2179 - val_auc: 0.9670 - 337ms/epoch - 3ms/step
Epoch 5501/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9671 - 365ms/epoch - 3ms/step
Epoch 5502/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9673 - 315ms/epoch - 3ms/step
Epoch 5503/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9670 - 374ms/epoch - 3ms/step
Epoch 5504/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9677 - val_loss: 0.2181 - val_auc: 0.9669 - 342ms/epoch - 3ms/step
Epoch 5505/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9671 - 379ms/epoch - 3ms/step
Epoch 5506/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9671 - 439ms/epoch - 4ms/step
Epoch 5507/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9670 - 286ms/epoch - 2ms/step
Epoch 5508/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9670 - 373ms/epoch - 3ms/step
Epoch 5509/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9671 - 369ms/epoch - 3ms/step
Epoch 5510/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9672 - 330ms/epoch - 3ms/step
Epoch 5511/10000
124/124 - 0s - loss: 0.2039 - auc: 0.9676 - val_loss: 0.2178 - val_auc: 0.9671 - 382ms/epoch - 3ms/step
Epoch 5512/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9678 - val_loss: 0.2180 - val_auc: 0.9670 - 313ms/epoch - 3ms/step
Epoch 5513/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9678 - val_loss: 0.2180 - val_auc: 0.9669 - 373ms/epoch - 3ms/step
Epoch 5514/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9671 - 320ms/epoch - 3ms/step
Epoch 5515/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9670 - 370ms/epoch - 3ms/step
Epoch 5516/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9671 - 321ms/epoch - 3ms/step
Epoch 5517/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9679 - val_loss: 0.2179 - val_auc: 0.9670 - 366ms/epoch - 3ms/step
Epoch 5518/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9669 - 345ms/epoch - 3ms/step
Epoch 5519/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9670 - 432ms/epoch - 3ms/step
Epoch 5520/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9670 - 320ms/epoch - 3ms/step
Epoch 5521/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9679 - val_loss: 0.2178 - val_auc: 0.9672 - 320ms/epoch - 3ms/step
Epoch 5522/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2177 - val_auc: 0.9672 - 378ms/epoch - 3ms/step
Epoch 5523/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9670 - 328ms/epoch - 3ms/step
Epoch 5524/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9676 - val_loss: 0.2180 - val_auc: 0.9669 - 368ms/epoch - 3ms/step
Epoch 5525/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9671 - 352ms/epoch - 3ms/step
Epoch 5526/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9679 - val_loss: 0.2178 - val_auc: 0.9670 - 373ms/epoch - 3ms/step
Epoch 5527/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9671 - 364ms/epoch - 3ms/step
Epoch 5528/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9670 - 330ms/epoch - 3ms/step
Epoch 5529/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9678 - val_loss: 0.2180 - val_auc: 0.9669 - 364ms/epoch - 3ms/step
Epoch 5530/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9680 - val_loss: 0.2178 - val_auc: 0.9671 - 321ms/epoch - 3ms/step
Epoch 5531/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9679 - val_loss: 0.2178 - val_auc: 0.9672 - 325ms/epoch - 3ms/step
Epoch 5532/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9672 - 367ms/epoch - 3ms/step
Epoch 5533/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9677 - val_loss: 0.2177 - val_auc: 0.9671 - 314ms/epoch - 3ms/step
Epoch 5534/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9672 - 365ms/epoch - 3ms/step
Epoch 5535/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9671 - 318ms/epoch - 3ms/step
Epoch 5536/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9671 - 338ms/epoch - 3ms/step
Epoch 5537/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9670 - 361ms/epoch - 3ms/step
Epoch 5538/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9670 - 376ms/epoch - 3ms/step
Epoch 5539/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2180 - val_auc: 0.9670 - 356ms/epoch - 3ms/step
Epoch 5540/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9671 - 389ms/epoch - 3ms/step
Epoch 5541/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9671 - 397ms/epoch - 3ms/step
Epoch 5542/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9679 - val_loss: 0.2179 - val_auc: 0.9671 - 385ms/epoch - 3ms/step
Epoch 5543/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9671 - 407ms/epoch - 3ms/step
Epoch 5544/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9671 - 452ms/epoch - 4ms/step
Epoch 5545/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9670 - 420ms/epoch - 3ms/step
Epoch 5546/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9670 - 382ms/epoch - 3ms/step
Epoch 5547/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2179 - val_auc: 0.9670 - 404ms/epoch - 3ms/step
Epoch 5548/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9679 - val_loss: 0.2178 - val_auc: 0.9671 - 391ms/epoch - 3ms/step
Epoch 5549/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9671 - 479ms/epoch - 4ms/step
Epoch 5550/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9671 - 340ms/epoch - 3ms/step
Epoch 5551/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9672 - 450ms/epoch - 4ms/step
Epoch 5552/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9671 - 398ms/epoch - 3ms/step
Epoch 5553/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2176 - val_auc: 0.9673 - 406ms/epoch - 3ms/step
Epoch 5554/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9673 - 402ms/epoch - 3ms/step
Epoch 5555/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9670 - 384ms/epoch - 3ms/step
Epoch 5556/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9677 - val_loss: 0.2177 - val_auc: 0.9672 - 353ms/epoch - 3ms/step
Epoch 5557/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9670 - 383ms/epoch - 3ms/step
Epoch 5558/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9672 - 380ms/epoch - 3ms/step
Epoch 5559/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9679 - val_loss: 0.2179 - val_auc: 0.9670 - 384ms/epoch - 3ms/step
Epoch 5560/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2180 - val_auc: 0.9670 - 337ms/epoch - 3ms/step
Epoch 5561/10000
124/124 - 0s - loss: 0.2038 - auc: 0.9677 - val_loss: 0.2179 - val_auc: 0.9670 - 381ms/epoch - 3ms/step
Epoch 5562/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9672 - 376ms/epoch - 3ms/step
Epoch 5563/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9670 - 385ms/epoch - 3ms/step
Epoch 5564/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9672 - 334ms/epoch - 3ms/step
Epoch 5565/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2176 - val_auc: 0.9672 - 373ms/epoch - 3ms/step
Epoch 5566/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9677 - val_loss: 0.2177 - val_auc: 0.9671 - 340ms/epoch - 3ms/step
Epoch 5567/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2176 - val_auc: 0.9672 - 364ms/epoch - 3ms/step
Epoch 5568/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9670 - 340ms/epoch - 3ms/step
Epoch 5569/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2180 - val_auc: 0.9670 - 354ms/epoch - 3ms/step
Epoch 5570/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9672 - 331ms/epoch - 3ms/step
Epoch 5571/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9671 - 373ms/epoch - 3ms/step
Epoch 5572/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9671 - 373ms/epoch - 3ms/step
Epoch 5573/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9679 - val_loss: 0.2178 - val_auc: 0.9671 - 327ms/epoch - 3ms/step
Epoch 5574/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2176 - val_auc: 0.9673 - 443ms/epoch - 4ms/step
Epoch 5575/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9671 - 339ms/epoch - 3ms/step
Epoch 5576/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9672 - 374ms/epoch - 3ms/step
Epoch 5577/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2179 - val_auc: 0.9670 - 335ms/epoch - 3ms/step
Epoch 5578/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9677 - val_loss: 0.2176 - val_auc: 0.9672 - 377ms/epoch - 3ms/step
Epoch 5579/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9672 - 330ms/epoch - 3ms/step
Epoch 5580/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9671 - 381ms/epoch - 3ms/step
Epoch 5581/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9673 - 371ms/epoch - 3ms/step
Epoch 5582/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9672 - 324ms/epoch - 3ms/step
Epoch 5583/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9671 - 377ms/epoch - 3ms/step
Epoch 5584/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2176 - val_auc: 0.9672 - 349ms/epoch - 3ms/step
Epoch 5585/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9671 - 337ms/epoch - 3ms/step
Epoch 5586/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9671 - 432ms/epoch - 3ms/step
Epoch 5587/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9671 - 289ms/epoch - 2ms/step
Epoch 5588/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9679 - val_loss: 0.2179 - val_auc: 0.9670 - 371ms/epoch - 3ms/step
Epoch 5589/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9671 - 319ms/epoch - 3ms/step
Epoch 5590/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9671 - 362ms/epoch - 3ms/step
Epoch 5591/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9672 - 314ms/epoch - 3ms/step
Epoch 5592/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9677 - val_loss: 0.2178 - val_auc: 0.9671 - 371ms/epoch - 3ms/step
Epoch 5593/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9671 - 324ms/epoch - 3ms/step
Epoch 5594/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2176 - val_auc: 0.9672 - 371ms/epoch - 3ms/step
Epoch 5595/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9670 - 325ms/epoch - 3ms/step
Epoch 5596/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9671 - 378ms/epoch - 3ms/step
Epoch 5597/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9672 - 336ms/epoch - 3ms/step
Epoch 5598/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9672 - 373ms/epoch - 3ms/step
Epoch 5599/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9678 - val_loss: 0.2175 - val_auc: 0.9672 - 451ms/epoch - 4ms/step
Epoch 5600/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9680 - val_loss: 0.2178 - val_auc: 0.9670 - 332ms/epoch - 3ms/step
Epoch 5601/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9680 - val_loss: 0.2176 - val_auc: 0.9671 - 324ms/epoch - 3ms/step
Epoch 5602/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9670 - 363ms/epoch - 3ms/step
Epoch 5603/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9671 - 331ms/epoch - 3ms/step
Epoch 5604/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9672 - 379ms/epoch - 3ms/step
Epoch 5605/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9678 - val_loss: 0.2175 - val_auc: 0.9670 - 372ms/epoch - 3ms/step
Epoch 5606/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9673 - 325ms/epoch - 3ms/step
Epoch 5607/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9678 - val_loss: 0.2176 - val_auc: 0.9671 - 324ms/epoch - 3ms/step
Epoch 5608/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9672 - 321ms/epoch - 3ms/step
Epoch 5609/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9671 - 324ms/epoch - 3ms/step
Epoch 5610/10000
124/124 - 0s - loss: 0.2036 - auc: 0.9678 - val_loss: 0.2176 - val_auc: 0.9672 - 364ms/epoch - 3ms/step
Epoch 5611/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9673 - 313ms/epoch - 3ms/step
Epoch 5612/10000
124/124 - 0s - loss: 0.2037 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9671 - 373ms/epoch - 3ms/step
Epoch 5613/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9678 - val_loss: 0.2176 - val_auc: 0.9672 - 326ms/epoch - 3ms/step
Epoch 5614/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9673 - 326ms/epoch - 3ms/step
Epoch 5615/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9672 - 359ms/epoch - 3ms/step
Epoch 5616/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2176 - val_auc: 0.9672 - 316ms/epoch - 3ms/step
Epoch 5617/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9680 - val_loss: 0.2176 - val_auc: 0.9672 - 380ms/epoch - 3ms/step
Epoch 5618/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9677 - val_loss: 0.2176 - val_auc: 0.9672 - 341ms/epoch - 3ms/step
Epoch 5619/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2180 - val_auc: 0.9670 - 363ms/epoch - 3ms/step
Epoch 5620/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9680 - val_loss: 0.2178 - val_auc: 0.9670 - 368ms/epoch - 3ms/step
Epoch 5621/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9679 - val_loss: 0.2176 - val_auc: 0.9672 - 332ms/epoch - 3ms/step
Epoch 5622/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2176 - val_auc: 0.9672 - 373ms/epoch - 3ms/step
Epoch 5623/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9680 - val_loss: 0.2175 - val_auc: 0.9673 - 338ms/epoch - 3ms/step
Epoch 5624/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9672 - 374ms/epoch - 3ms/step
Epoch 5625/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9678 - val_loss: 0.2177 - val_auc: 0.9672 - 379ms/epoch - 3ms/step
Epoch 5626/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2178 - val_auc: 0.9670 - 325ms/epoch - 3ms/step
Epoch 5627/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9679 - val_loss: 0.2176 - val_auc: 0.9671 - 375ms/epoch - 3ms/step
Epoch 5628/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9679 - val_loss: 0.2176 - val_auc: 0.9672 - 334ms/epoch - 3ms/step
Epoch 5629/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9679 - val_loss: 0.2176 - val_auc: 0.9671 - 366ms/epoch - 3ms/step
Epoch 5630/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9678 - val_loss: 0.2176 - val_auc: 0.9673 - 341ms/epoch - 3ms/step
Epoch 5631/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9679 - val_loss: 0.2176 - val_auc: 0.9671 - 455ms/epoch - 4ms/step
Epoch 5632/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9678 - val_loss: 0.2175 - val_auc: 0.9672 - 335ms/epoch - 3ms/step
Epoch 5633/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9678 - val_loss: 0.2176 - val_auc: 0.9672 - 370ms/epoch - 3ms/step
Epoch 5634/10000
124/124 - 0s - loss: 0.2035 - auc: 0.9678 - val_loss: 0.2178 - val_auc: 0.9670 - 376ms/epoch - 3ms/step
Epoch 5635/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9680 - val_loss: 0.2177 - val_auc: 0.9670 - 337ms/epoch - 3ms/step
Epoch 5636/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9680 - val_loss: 0.2175 - val_auc: 0.9672 - 366ms/epoch - 3ms/step
Epoch 5637/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9678 - val_loss: 0.2175 - val_auc: 0.9673 - 323ms/epoch - 3ms/step
Epoch 5638/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9672 - 374ms/epoch - 3ms/step
Epoch 5639/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9680 - val_loss: 0.2175 - val_auc: 0.9672 - 337ms/epoch - 3ms/step
Epoch 5640/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9679 - val_loss: 0.2176 - val_auc: 0.9672 - 374ms/epoch - 3ms/step
Epoch 5641/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9679 - val_loss: 0.2176 - val_auc: 0.9672 - 402ms/epoch - 3ms/step
Epoch 5642/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9679 - val_loss: 0.2178 - val_auc: 0.9671 - 383ms/epoch - 3ms/step
Epoch 5643/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9672 - 380ms/epoch - 3ms/step
Epoch 5644/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9679 - val_loss: 0.2176 - val_auc: 0.9672 - 390ms/epoch - 3ms/step
Epoch 5645/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9678 - val_loss: 0.2175 - val_auc: 0.9672 - 344ms/epoch - 3ms/step
Epoch 5646/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9680 - val_loss: 0.2176 - val_auc: 0.9672 - 392ms/epoch - 3ms/step
Epoch 5647/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9680 - val_loss: 0.2176 - val_auc: 0.9672 - 382ms/epoch - 3ms/step
Epoch 5648/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 461ms/epoch - 4ms/step
Epoch 5649/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9678 - val_loss: 0.2175 - val_auc: 0.9672 - 351ms/epoch - 3ms/step
Epoch 5650/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9678 - val_loss: 0.2175 - val_auc: 0.9672 - 384ms/epoch - 3ms/step
Epoch 5651/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9678 - val_loss: 0.2176 - val_auc: 0.9671 - 392ms/epoch - 3ms/step
Epoch 5652/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9671 - 400ms/epoch - 3ms/step
Epoch 5653/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9680 - val_loss: 0.2175 - val_auc: 0.9672 - 408ms/epoch - 3ms/step
Epoch 5654/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9672 - 442ms/epoch - 4ms/step
Epoch 5655/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9678 - val_loss: 0.2176 - val_auc: 0.9671 - 336ms/epoch - 3ms/step
Epoch 5656/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9681 - val_loss: 0.2175 - val_auc: 0.9673 - 376ms/epoch - 3ms/step
Epoch 5657/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9679 - val_loss: 0.2176 - val_auc: 0.9673 - 401ms/epoch - 3ms/step
Epoch 5658/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 375ms/epoch - 3ms/step
Epoch 5659/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9671 - 427ms/epoch - 3ms/step
Epoch 5660/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9672 - 389ms/epoch - 3ms/step
Epoch 5661/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9678 - val_loss: 0.2175 - val_auc: 0.9671 - 342ms/epoch - 3ms/step
Epoch 5662/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9672 - 374ms/epoch - 3ms/step
Epoch 5663/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9679 - val_loss: 0.2177 - val_auc: 0.9671 - 333ms/epoch - 3ms/step
Epoch 5664/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 341ms/epoch - 3ms/step
Epoch 5665/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9679 - val_loss: 0.2174 - val_auc: 0.9673 - 381ms/epoch - 3ms/step
Epoch 5666/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9674 - 380ms/epoch - 3ms/step
Epoch 5667/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9680 - val_loss: 0.2175 - val_auc: 0.9672 - 350ms/epoch - 3ms/step
Epoch 5668/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9673 - 385ms/epoch - 3ms/step
Epoch 5669/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9680 - val_loss: 0.2176 - val_auc: 0.9672 - 435ms/epoch - 4ms/step
Epoch 5670/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9673 - 330ms/epoch - 3ms/step
Epoch 5671/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 386ms/epoch - 3ms/step
Epoch 5672/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9679 - val_loss: 0.2174 - val_auc: 0.9672 - 337ms/epoch - 3ms/step
Epoch 5673/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9679 - val_loss: 0.2174 - val_auc: 0.9673 - 374ms/epoch - 3ms/step
Epoch 5674/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9680 - val_loss: 0.2176 - val_auc: 0.9673 - 451ms/epoch - 4ms/step
Epoch 5675/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9680 - val_loss: 0.2176 - val_auc: 0.9673 - 352ms/epoch - 3ms/step
Epoch 5676/10000
124/124 - 1s - loss: 0.2033 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9672 - 603ms/epoch - 5ms/step
Epoch 5677/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9673 - 489ms/epoch - 4ms/step
Epoch 5678/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9680 - val_loss: 0.2176 - val_auc: 0.9673 - 382ms/epoch - 3ms/step
Epoch 5679/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9681 - val_loss: 0.2175 - val_auc: 0.9673 - 382ms/epoch - 3ms/step
Epoch 5680/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9672 - 329ms/epoch - 3ms/step
Epoch 5681/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9672 - 385ms/epoch - 3ms/step
Epoch 5682/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9677 - val_loss: 0.2177 - val_auc: 0.9672 - 396ms/epoch - 3ms/step
Epoch 5683/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9680 - val_loss: 0.2177 - val_auc: 0.9671 - 461ms/epoch - 4ms/step
Epoch 5684/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 355ms/epoch - 3ms/step
Epoch 5685/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9679 - val_loss: 0.2174 - val_auc: 0.9673 - 383ms/epoch - 3ms/step
Epoch 5686/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9681 - val_loss: 0.2174 - val_auc: 0.9673 - 393ms/epoch - 3ms/step
Epoch 5687/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9672 - 388ms/epoch - 3ms/step
Epoch 5688/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9672 - 382ms/epoch - 3ms/step
Epoch 5689/10000
124/124 - 0s - loss: 0.2034 - auc: 0.9678 - val_loss: 0.2174 - val_auc: 0.9673 - 337ms/epoch - 3ms/step
Epoch 5690/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9673 - 381ms/epoch - 3ms/step
Epoch 5691/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2175 - val_auc: 0.9673 - 382ms/epoch - 3ms/step
Epoch 5692/10000
124/124 - 0s - loss: 0.2033 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9673 - 393ms/epoch - 3ms/step
Epoch 5693/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 351ms/epoch - 3ms/step
Epoch 5694/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9672 - 382ms/epoch - 3ms/step
Epoch 5695/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9680 - val_loss: 0.2176 - val_auc: 0.9671 - 379ms/epoch - 3ms/step
Epoch 5696/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9681 - val_loss: 0.2175 - val_auc: 0.9673 - 379ms/epoch - 3ms/step
Epoch 5697/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2175 - val_auc: 0.9672 - 399ms/epoch - 3ms/step
Epoch 5698/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9681 - val_loss: 0.2175 - val_auc: 0.9672 - 340ms/epoch - 3ms/step
Epoch 5699/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9672 - 377ms/epoch - 3ms/step
Epoch 5700/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9679 - val_loss: 0.2174 - val_auc: 0.9673 - 391ms/epoch - 3ms/step
Epoch 5701/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9674 - 387ms/epoch - 3ms/step
Epoch 5702/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2175 - val_auc: 0.9672 - 396ms/epoch - 3ms/step
Epoch 5703/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9681 - val_loss: 0.2174 - val_auc: 0.9673 - 391ms/epoch - 3ms/step
Epoch 5704/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9672 - 417ms/epoch - 3ms/step
Epoch 5705/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9672 - 388ms/epoch - 3ms/step
Epoch 5706/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9679 - val_loss: 0.2175 - val_auc: 0.9673 - 375ms/epoch - 3ms/step
Epoch 5707/10000
124/124 - 0s - loss: 0.2032 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 341ms/epoch - 3ms/step
Epoch 5708/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 396ms/epoch - 3ms/step
Epoch 5709/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9672 - 401ms/epoch - 3ms/step
Epoch 5710/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 382ms/epoch - 3ms/step
Epoch 5711/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2175 - val_auc: 0.9673 - 394ms/epoch - 3ms/step
Epoch 5712/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9672 - 396ms/epoch - 3ms/step
Epoch 5713/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9679 - val_loss: 0.2174 - val_auc: 0.9672 - 389ms/epoch - 3ms/step
Epoch 5714/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 389ms/epoch - 3ms/step
Epoch 5715/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9681 - val_loss: 0.2174 - val_auc: 0.9672 - 397ms/epoch - 3ms/step
Epoch 5716/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 387ms/epoch - 3ms/step
Epoch 5717/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 354ms/epoch - 3ms/step
Epoch 5718/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 400ms/epoch - 3ms/step
Epoch 5719/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9679 - val_loss: 0.2173 - val_auc: 0.9673 - 382ms/epoch - 3ms/step
Epoch 5720/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9679 - val_loss: 0.2174 - val_auc: 0.9672 - 387ms/epoch - 3ms/step
Epoch 5721/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9674 - 388ms/epoch - 3ms/step
Epoch 5722/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9679 - val_loss: 0.2173 - val_auc: 0.9674 - 389ms/epoch - 3ms/step
Epoch 5723/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 462ms/epoch - 4ms/step
Epoch 5724/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9674 - 343ms/epoch - 3ms/step
Epoch 5725/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 389ms/epoch - 3ms/step
Epoch 5726/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9679 - val_loss: 0.2174 - val_auc: 0.9672 - 380ms/epoch - 3ms/step
Epoch 5727/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 347ms/epoch - 3ms/step
Epoch 5728/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9674 - 388ms/epoch - 3ms/step
Epoch 5729/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9681 - val_loss: 0.2175 - val_auc: 0.9672 - 392ms/epoch - 3ms/step
Epoch 5730/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 373ms/epoch - 3ms/step
Epoch 5731/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9681 - val_loss: 0.2174 - val_auc: 0.9674 - 454ms/epoch - 4ms/step
Epoch 5732/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 284ms/epoch - 2ms/step
Epoch 5733/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2175 - val_auc: 0.9673 - 384ms/epoch - 3ms/step
Epoch 5734/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 405ms/epoch - 3ms/step
Epoch 5735/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9672 - 392ms/epoch - 3ms/step
Epoch 5736/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 397ms/epoch - 3ms/step
Epoch 5737/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 370ms/epoch - 3ms/step
Epoch 5738/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 467ms/epoch - 4ms/step
Epoch 5739/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 357ms/epoch - 3ms/step
Epoch 5740/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 384ms/epoch - 3ms/step
Epoch 5741/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 375ms/epoch - 3ms/step
Epoch 5742/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 382ms/epoch - 3ms/step
Epoch 5743/10000
124/124 - 0s - loss: 0.2031 - auc: 0.9680 - val_loss: 0.2172 - val_auc: 0.9673 - 404ms/epoch - 3ms/step
Epoch 5744/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 393ms/epoch - 3ms/step
Epoch 5745/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9681 - val_loss: 0.2173 - val_auc: 0.9673 - 349ms/epoch - 3ms/step
Epoch 5746/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2172 - val_auc: 0.9674 - 378ms/epoch - 3ms/step
Epoch 5747/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9681 - val_loss: 0.2173 - val_auc: 0.9673 - 381ms/epoch - 3ms/step
Epoch 5748/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9679 - val_loss: 0.2173 - val_auc: 0.9672 - 382ms/epoch - 3ms/step
Epoch 5749/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 338ms/epoch - 3ms/step
Epoch 5750/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 376ms/epoch - 3ms/step
Epoch 5751/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9681 - val_loss: 0.2173 - val_auc: 0.9673 - 461ms/epoch - 4ms/step
Epoch 5752/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2172 - val_auc: 0.9673 - 348ms/epoch - 3ms/step
Epoch 5753/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 412ms/epoch - 3ms/step
Epoch 5754/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9673 - 409ms/epoch - 3ms/step
Epoch 5755/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9680 - val_loss: 0.2172 - val_auc: 0.9674 - 453ms/epoch - 4ms/step
Epoch 5756/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 396ms/epoch - 3ms/step
Epoch 5757/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9673 - 393ms/epoch - 3ms/step
Epoch 5758/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9681 - val_loss: 0.2173 - val_auc: 0.9673 - 401ms/epoch - 3ms/step
Epoch 5759/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9681 - val_loss: 0.2174 - val_auc: 0.9673 - 374ms/epoch - 3ms/step
Epoch 5760/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9674 - 479ms/epoch - 4ms/step
Epoch 5761/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9672 - 366ms/epoch - 3ms/step
Epoch 5762/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9675 - 387ms/epoch - 3ms/step
Epoch 5763/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9680 - val_loss: 0.2172 - val_auc: 0.9673 - 373ms/epoch - 3ms/step
Epoch 5764/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9681 - val_loss: 0.2173 - val_auc: 0.9673 - 398ms/epoch - 3ms/step
Epoch 5765/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9672 - 384ms/epoch - 3ms/step
Epoch 5766/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9681 - val_loss: 0.2174 - val_auc: 0.9672 - 400ms/epoch - 3ms/step
Epoch 5767/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 344ms/epoch - 3ms/step
Epoch 5768/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 390ms/epoch - 3ms/step
Epoch 5769/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2174 - val_auc: 0.9673 - 385ms/epoch - 3ms/step
Epoch 5770/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9679 - val_loss: 0.2173 - val_auc: 0.9674 - 394ms/epoch - 3ms/step
Epoch 5771/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9679 - val_loss: 0.2173 - val_auc: 0.9673 - 388ms/epoch - 3ms/step
Epoch 5772/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9673 - 392ms/epoch - 3ms/step
Epoch 5773/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9681 - val_loss: 0.2173 - val_auc: 0.9674 - 382ms/epoch - 3ms/step
Epoch 5774/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9680 - val_loss: 0.2172 - val_auc: 0.9673 - 351ms/epoch - 3ms/step
Epoch 5775/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9681 - val_loss: 0.2175 - val_auc: 0.9672 - 389ms/epoch - 3ms/step
Epoch 5776/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 432ms/epoch - 3ms/step
Epoch 5777/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9680 - val_loss: 0.2173 - val_auc: 0.9673 - 395ms/epoch - 3ms/step
Epoch 5778/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9674 - 343ms/epoch - 3ms/step
Epoch 5779/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9682 - val_loss: 0.2173 - val_auc: 0.9674 - 385ms/epoch - 3ms/step
Epoch 5780/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9681 - val_loss: 0.2173 - val_auc: 0.9672 - 334ms/epoch - 3ms/step
Epoch 5781/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9673 - 354ms/epoch - 3ms/step
Epoch 5782/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9679 - val_loss: 0.2173 - val_auc: 0.9673 - 335ms/epoch - 3ms/step
Epoch 5783/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9680 - val_loss: 0.2172 - val_auc: 0.9673 - 380ms/epoch - 3ms/step
Epoch 5784/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9680 - val_loss: 0.2172 - val_auc: 0.9674 - 380ms/epoch - 3ms/step
Epoch 5785/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9681 - val_loss: 0.2173 - val_auc: 0.9672 - 344ms/epoch - 3ms/step
Epoch 5786/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 382ms/epoch - 3ms/step
Epoch 5787/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9674 - 378ms/epoch - 3ms/step
Epoch 5788/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9674 - 332ms/epoch - 3ms/step
Epoch 5789/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9679 - val_loss: 0.2174 - val_auc: 0.9672 - 333ms/epoch - 3ms/step
Epoch 5790/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2173 - val_auc: 0.9672 - 377ms/epoch - 3ms/step
Epoch 5791/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9680 - val_loss: 0.2171 - val_auc: 0.9674 - 389ms/epoch - 3ms/step
Epoch 5792/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 336ms/epoch - 3ms/step
Epoch 5793/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9680 - val_loss: 0.2172 - val_auc: 0.9673 - 381ms/epoch - 3ms/step
Epoch 5794/10000
124/124 - 0s - loss: 0.2030 - auc: 0.9681 - val_loss: 0.2173 - val_auc: 0.9673 - 452ms/epoch - 4ms/step
Epoch 5795/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9682 - val_loss: 0.2172 - val_auc: 0.9674 - 341ms/epoch - 3ms/step
Epoch 5796/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9682 - val_loss: 0.2172 - val_auc: 0.9674 - 395ms/epoch - 3ms/step
Epoch 5797/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9674 - 386ms/epoch - 3ms/step
Epoch 5798/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9675 - 329ms/epoch - 3ms/step
Epoch 5799/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 374ms/epoch - 3ms/step
Epoch 5800/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9681 - val_loss: 0.2173 - val_auc: 0.9673 - 337ms/epoch - 3ms/step
Epoch 5801/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2174 - val_auc: 0.9674 - 375ms/epoch - 3ms/step
Epoch 5802/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9674 - 389ms/epoch - 3ms/step
Epoch 5803/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9672 - 378ms/epoch - 3ms/step
Epoch 5804/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9673 - 341ms/epoch - 3ms/step
Epoch 5805/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2173 - val_auc: 0.9673 - 371ms/epoch - 3ms/step
Epoch 5806/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9673 - 334ms/epoch - 3ms/step
Epoch 5807/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9673 - 371ms/epoch - 3ms/step
Epoch 5808/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9675 - 374ms/epoch - 3ms/step
Epoch 5809/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 343ms/epoch - 3ms/step
Epoch 5810/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9673 - 379ms/epoch - 3ms/step
Epoch 5811/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9682 - val_loss: 0.2172 - val_auc: 0.9675 - 379ms/epoch - 3ms/step
Epoch 5812/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9673 - 333ms/epoch - 3ms/step
Epoch 5813/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9673 - 387ms/epoch - 3ms/step
Epoch 5814/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 381ms/epoch - 3ms/step
Epoch 5815/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9674 - 451ms/epoch - 4ms/step
Epoch 5816/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9673 - 397ms/epoch - 3ms/step
Epoch 5817/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 336ms/epoch - 3ms/step
Epoch 5818/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9675 - 350ms/epoch - 3ms/step
Epoch 5819/10000
124/124 - 0s - loss: 0.2029 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9675 - 374ms/epoch - 3ms/step
Epoch 5820/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9680 - val_loss: 0.2171 - val_auc: 0.9674 - 382ms/epoch - 3ms/step
Epoch 5821/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9680 - val_loss: 0.2172 - val_auc: 0.9673 - 386ms/epoch - 3ms/step
Epoch 5822/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9673 - 385ms/epoch - 3ms/step
Epoch 5823/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9672 - 392ms/epoch - 3ms/step
Epoch 5824/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 338ms/epoch - 3ms/step
Epoch 5825/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9673 - 372ms/epoch - 3ms/step
Epoch 5826/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9672 - 332ms/epoch - 3ms/step
Epoch 5827/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9680 - val_loss: 0.2171 - val_auc: 0.9674 - 379ms/epoch - 3ms/step
Epoch 5828/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9674 - 376ms/epoch - 3ms/step
Epoch 5829/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 332ms/epoch - 3ms/step
Epoch 5830/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9673 - 384ms/epoch - 3ms/step
Epoch 5831/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9674 - 386ms/epoch - 3ms/step
Epoch 5832/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9683 - val_loss: 0.2172 - val_auc: 0.9674 - 320ms/epoch - 3ms/step
Epoch 5833/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9673 - 380ms/epoch - 3ms/step
Epoch 5834/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9682 - val_loss: 0.2175 - val_auc: 0.9672 - 327ms/epoch - 3ms/step
Epoch 5835/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9673 - 382ms/epoch - 3ms/step
Epoch 5836/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 386ms/epoch - 3ms/step
Epoch 5837/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 324ms/epoch - 3ms/step
Epoch 5838/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9674 - 375ms/epoch - 3ms/step
Epoch 5839/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9675 - 369ms/epoch - 3ms/step
Epoch 5840/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9680 - val_loss: 0.2170 - val_auc: 0.9675 - 343ms/epoch - 3ms/step
Epoch 5841/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 380ms/epoch - 3ms/step
Epoch 5842/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9675 - 384ms/epoch - 3ms/step
Epoch 5843/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9680 - val_loss: 0.2172 - val_auc: 0.9673 - 321ms/epoch - 3ms/step
Epoch 5844/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2169 - val_auc: 0.9675 - 375ms/epoch - 3ms/step
Epoch 5845/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 381ms/epoch - 3ms/step
Epoch 5846/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9673 - 332ms/epoch - 3ms/step
Epoch 5847/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9682 - val_loss: 0.2172 - val_auc: 0.9674 - 382ms/epoch - 3ms/step
Epoch 5848/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9680 - val_loss: 0.2170 - val_auc: 0.9674 - 339ms/epoch - 3ms/step
Epoch 5849/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9674 - 368ms/epoch - 3ms/step
Epoch 5850/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9673 - 380ms/epoch - 3ms/step
Epoch 5851/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9673 - 328ms/epoch - 3ms/step
Epoch 5852/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 375ms/epoch - 3ms/step
Epoch 5853/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9682 - val_loss: 0.2172 - val_auc: 0.9673 - 372ms/epoch - 3ms/step
Epoch 5854/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 342ms/epoch - 3ms/step
Epoch 5855/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 383ms/epoch - 3ms/step
Epoch 5856/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2170 - val_auc: 0.9675 - 437ms/epoch - 4ms/step
Epoch 5857/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9682 - val_loss: 0.2172 - val_auc: 0.9674 - 327ms/epoch - 3ms/step
Epoch 5858/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2170 - val_auc: 0.9675 - 330ms/epoch - 3ms/step
Epoch 5859/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 384ms/epoch - 3ms/step
Epoch 5860/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2170 - val_auc: 0.9674 - 393ms/epoch - 3ms/step
Epoch 5861/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9674 - 328ms/epoch - 3ms/step
Epoch 5862/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9674 - 393ms/epoch - 3ms/step
Epoch 5863/10000
124/124 - 0s - loss: 0.2028 - auc: 0.9680 - val_loss: 0.2170 - val_auc: 0.9674 - 401ms/epoch - 3ms/step
Epoch 5864/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9673 - 385ms/epoch - 3ms/step
Epoch 5865/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 384ms/epoch - 3ms/step
Epoch 5866/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9674 - 387ms/epoch - 3ms/step
Epoch 5867/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9674 - 409ms/epoch - 3ms/step
Epoch 5868/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9683 - val_loss: 0.2172 - val_auc: 0.9674 - 396ms/epoch - 3ms/step
Epoch 5869/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9673 - 395ms/epoch - 3ms/step
Epoch 5870/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9673 - 386ms/epoch - 3ms/step
Epoch 5871/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9673 - 337ms/epoch - 3ms/step
Epoch 5872/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9673 - 374ms/epoch - 3ms/step
Epoch 5873/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9681 - val_loss: 0.2170 - val_auc: 0.9674 - 387ms/epoch - 3ms/step
Epoch 5874/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9683 - val_loss: 0.2170 - val_auc: 0.9674 - 334ms/epoch - 3ms/step
Epoch 5875/10000
124/124 - 0s - loss: 0.2027 - auc: 0.9682 - val_loss: 0.2172 - val_auc: 0.9674 - 379ms/epoch - 3ms/step
Epoch 5876/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9682 - val_loss: 0.2172 - val_auc: 0.9674 - 450ms/epoch - 4ms/step
Epoch 5877/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2170 - val_auc: 0.9673 - 345ms/epoch - 3ms/step
Epoch 5878/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9675 - 385ms/epoch - 3ms/step
Epoch 5879/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9674 - 334ms/epoch - 3ms/step
Epoch 5880/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2170 - val_auc: 0.9674 - 384ms/epoch - 3ms/step
Epoch 5881/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 373ms/epoch - 3ms/step
Epoch 5882/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9675 - 347ms/epoch - 3ms/step
Epoch 5883/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9674 - 381ms/epoch - 3ms/step
Epoch 5884/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9673 - 388ms/epoch - 3ms/step
Epoch 5885/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9680 - val_loss: 0.2169 - val_auc: 0.9675 - 398ms/epoch - 3ms/step
Epoch 5886/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9681 - val_loss: 0.2170 - val_auc: 0.9674 - 397ms/epoch - 3ms/step
Epoch 5887/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9674 - 380ms/epoch - 3ms/step
Epoch 5888/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9673 - 332ms/epoch - 3ms/step
Epoch 5889/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9674 - 373ms/epoch - 3ms/step
Epoch 5890/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 450ms/epoch - 4ms/step
Epoch 5891/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9675 - 345ms/epoch - 3ms/step
Epoch 5892/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9681 - val_loss: 0.2170 - val_auc: 0.9674 - 367ms/epoch - 3ms/step
Epoch 5893/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9681 - val_loss: 0.2170 - val_auc: 0.9673 - 356ms/epoch - 3ms/step
Epoch 5894/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9674 - 372ms/epoch - 3ms/step
Epoch 5895/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9674 - 381ms/epoch - 3ms/step
Epoch 5896/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9675 - 380ms/epoch - 3ms/step
Epoch 5897/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2169 - val_auc: 0.9676 - 333ms/epoch - 3ms/step
Epoch 5898/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9681 - val_loss: 0.2170 - val_auc: 0.9674 - 380ms/epoch - 3ms/step
Epoch 5899/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9674 - 325ms/epoch - 3ms/step
Epoch 5900/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9683 - val_loss: 0.2172 - val_auc: 0.9674 - 432ms/epoch - 3ms/step
Epoch 5901/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9675 - 332ms/epoch - 3ms/step
Epoch 5902/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9683 - val_loss: 0.2170 - val_auc: 0.9675 - 343ms/epoch - 3ms/step
Epoch 5903/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2169 - val_auc: 0.9675 - 337ms/epoch - 3ms/step
Epoch 5904/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9675 - 376ms/epoch - 3ms/step
Epoch 5905/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9674 - 332ms/epoch - 3ms/step
Epoch 5906/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9674 - 379ms/epoch - 3ms/step
Epoch 5907/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9683 - val_loss: 0.2170 - val_auc: 0.9674 - 404ms/epoch - 3ms/step
Epoch 5908/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9674 - 377ms/epoch - 3ms/step
Epoch 5909/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9673 - 342ms/epoch - 3ms/step
Epoch 5910/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9675 - 377ms/epoch - 3ms/step
Epoch 5911/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9680 - val_loss: 0.2170 - val_auc: 0.9675 - 381ms/epoch - 3ms/step
Epoch 5912/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9675 - 387ms/epoch - 3ms/step
Epoch 5913/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9676 - 387ms/epoch - 3ms/step
Epoch 5914/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9675 - 391ms/epoch - 3ms/step
Epoch 5915/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9673 - 412ms/epoch - 3ms/step
Epoch 5916/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9675 - 396ms/epoch - 3ms/step
Epoch 5917/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9681 - val_loss: 0.2169 - val_auc: 0.9675 - 382ms/epoch - 3ms/step
Epoch 5918/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9675 - 329ms/epoch - 3ms/step
Epoch 5919/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9675 - 333ms/epoch - 3ms/step
Epoch 5920/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9676 - 370ms/epoch - 3ms/step
Epoch 5921/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9673 - 362ms/epoch - 3ms/step
Epoch 5922/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9683 - val_loss: 0.2170 - val_auc: 0.9673 - 323ms/epoch - 3ms/step
Epoch 5923/10000
124/124 - 0s - loss: 0.2026 - auc: 0.9681 - val_loss: 0.2172 - val_auc: 0.9675 - 316ms/epoch - 3ms/step
Epoch 5924/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9674 - 318ms/epoch - 3ms/step
Epoch 5925/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9674 - 358ms/epoch - 3ms/step
Epoch 5926/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9675 - 377ms/epoch - 3ms/step
Epoch 5927/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9675 - 470ms/epoch - 4ms/step
Epoch 5928/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9681 - val_loss: 0.2169 - val_auc: 0.9675 - 371ms/epoch - 3ms/step
Epoch 5929/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9674 - 393ms/epoch - 3ms/step
Epoch 5930/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9682 - val_loss: 0.2171 - val_auc: 0.9674 - 388ms/epoch - 3ms/step
Epoch 5931/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9675 - 374ms/epoch - 3ms/step
Epoch 5932/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9675 - 379ms/epoch - 3ms/step
Epoch 5933/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9683 - val_loss: 0.2170 - val_auc: 0.9675 - 340ms/epoch - 3ms/step
Epoch 5934/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9683 - val_loss: 0.2170 - val_auc: 0.9674 - 400ms/epoch - 3ms/step
Epoch 5935/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9675 - 402ms/epoch - 3ms/step
Epoch 5936/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2171 - val_auc: 0.9674 - 456ms/epoch - 4ms/step
Epoch 5937/10000
124/124 - 0s - loss: 0.2025 - auc: 0.9681 - val_loss: 0.2169 - val_auc: 0.9674 - 345ms/epoch - 3ms/step
Epoch 5938/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9674 - 375ms/epoch - 3ms/step
Epoch 5939/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9681 - val_loss: 0.2168 - val_auc: 0.9675 - 377ms/epoch - 3ms/step
Epoch 5940/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9676 - 350ms/epoch - 3ms/step
Epoch 5941/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9674 - 335ms/epoch - 3ms/step
Epoch 5942/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9675 - 372ms/epoch - 3ms/step
Epoch 5943/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9681 - val_loss: 0.2170 - val_auc: 0.9676 - 385ms/epoch - 3ms/step
Epoch 5944/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9675 - 334ms/epoch - 3ms/step
Epoch 5945/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9675 - 432ms/epoch - 3ms/step
Epoch 5946/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9674 - 344ms/epoch - 3ms/step
Epoch 5947/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9673 - 379ms/epoch - 3ms/step
Epoch 5948/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9675 - 332ms/epoch - 3ms/step
Epoch 5949/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9674 - 371ms/epoch - 3ms/step
Epoch 5950/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9675 - 331ms/epoch - 3ms/step
Epoch 5951/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9676 - 377ms/epoch - 3ms/step
Epoch 5952/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9675 - 332ms/epoch - 3ms/step
Epoch 5953/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9675 - 370ms/epoch - 3ms/step
Epoch 5954/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9674 - 368ms/epoch - 3ms/step
Epoch 5955/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9675 - 328ms/epoch - 3ms/step
Epoch 5956/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9675 - 384ms/epoch - 3ms/step
Epoch 5957/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9681 - val_loss: 0.2170 - val_auc: 0.9674 - 343ms/epoch - 3ms/step
Epoch 5958/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9675 - 412ms/epoch - 3ms/step
Epoch 5959/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9674 - 345ms/epoch - 3ms/step
Epoch 5960/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9684 - val_loss: 0.2168 - val_auc: 0.9676 - 326ms/epoch - 3ms/step
Epoch 5961/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9676 - 377ms/epoch - 3ms/step
Epoch 5962/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9674 - 393ms/epoch - 3ms/step
Epoch 5963/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9676 - 440ms/epoch - 4ms/step
Epoch 5964/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2167 - val_auc: 0.9676 - 337ms/epoch - 3ms/step
Epoch 5965/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9674 - 336ms/epoch - 3ms/step
Epoch 5966/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9676 - 380ms/epoch - 3ms/step
Epoch 5967/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9674 - 445ms/epoch - 4ms/step
Epoch 5968/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9676 - 404ms/epoch - 3ms/step
Epoch 5969/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9676 - 356ms/epoch - 3ms/step
Epoch 5970/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9676 - 375ms/epoch - 3ms/step
Epoch 5971/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9674 - 456ms/epoch - 4ms/step
Epoch 5972/10000
124/124 - 0s - loss: 0.2024 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9676 - 341ms/epoch - 3ms/step
Epoch 5973/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9675 - 383ms/epoch - 3ms/step
Epoch 5974/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9675 - 399ms/epoch - 3ms/step
Epoch 5975/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2171 - val_auc: 0.9675 - 345ms/epoch - 3ms/step
Epoch 5976/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9675 - 379ms/epoch - 3ms/step
Epoch 5977/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9675 - 377ms/epoch - 3ms/step
Epoch 5978/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9674 - 376ms/epoch - 3ms/step
Epoch 5979/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9675 - 353ms/epoch - 3ms/step
Epoch 5980/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9674 - 372ms/epoch - 3ms/step
Epoch 5981/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9684 - val_loss: 0.2168 - val_auc: 0.9675 - 447ms/epoch - 4ms/step
Epoch 5982/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9675 - 399ms/epoch - 3ms/step
Epoch 5983/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9675 - 345ms/epoch - 3ms/step
Epoch 5984/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9675 - 326ms/epoch - 3ms/step
Epoch 5985/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9674 - 368ms/epoch - 3ms/step
Epoch 5986/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2169 - val_auc: 0.9675 - 373ms/epoch - 3ms/step
Epoch 5987/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9675 - 330ms/epoch - 3ms/step
Epoch 5988/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9675 - 373ms/epoch - 3ms/step
Epoch 5989/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9675 - 328ms/epoch - 3ms/step
Epoch 5990/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2170 - val_auc: 0.9675 - 379ms/epoch - 3ms/step
Epoch 5991/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2167 - val_auc: 0.9676 - 336ms/epoch - 3ms/step
Epoch 5992/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9677 - 366ms/epoch - 3ms/step
Epoch 5993/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9675 - 419ms/epoch - 3ms/step
Epoch 5994/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2167 - val_auc: 0.9676 - 375ms/epoch - 3ms/step
Epoch 5995/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9676 - 410ms/epoch - 3ms/step
Epoch 5996/10000
124/124 - 1s - loss: 0.2022 - auc: 0.9681 - val_loss: 0.2167 - val_auc: 0.9675 - 552ms/epoch - 4ms/step
Epoch 5997/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9675 - 408ms/epoch - 3ms/step
Epoch 5998/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9675 - 319ms/epoch - 3ms/step
Epoch 5999/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9677 - 332ms/epoch - 3ms/step
Epoch 6000/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9676 - 355ms/epoch - 3ms/step
Epoch 6001/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9675 - 335ms/epoch - 3ms/step
Epoch 6002/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9675 - 357ms/epoch - 3ms/step
Epoch 6003/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9675 - 315ms/epoch - 3ms/step
Epoch 6004/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9676 - 324ms/epoch - 3ms/step
Epoch 6005/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9675 - 318ms/epoch - 3ms/step
Epoch 6006/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9676 - 312ms/epoch - 3ms/step
Epoch 6007/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9675 - 328ms/epoch - 3ms/step
Epoch 6008/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9684 - val_loss: 0.2168 - val_auc: 0.9675 - 350ms/epoch - 3ms/step
Epoch 6009/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9674 - 315ms/epoch - 3ms/step
Epoch 6010/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9684 - val_loss: 0.2168 - val_auc: 0.9676 - 319ms/epoch - 3ms/step
Epoch 6011/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2167 - val_auc: 0.9676 - 365ms/epoch - 3ms/step
Epoch 6012/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2167 - val_auc: 0.9677 - 315ms/epoch - 3ms/step
Epoch 6013/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9674 - 320ms/epoch - 3ms/step
Epoch 6014/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9681 - val_loss: 0.2168 - val_auc: 0.9675 - 360ms/epoch - 3ms/step
Epoch 6015/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9674 - 310ms/epoch - 2ms/step
Epoch 6016/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9676 - 323ms/epoch - 3ms/step
Epoch 6017/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9682 - val_loss: 0.2167 - val_auc: 0.9675 - 324ms/epoch - 3ms/step
Epoch 6018/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9677 - 333ms/epoch - 3ms/step
Epoch 6019/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9676 - 353ms/epoch - 3ms/step
Epoch 6020/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9674 - 313ms/epoch - 3ms/step
Epoch 6021/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9684 - val_loss: 0.2168 - val_auc: 0.9675 - 329ms/epoch - 3ms/step
Epoch 6022/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9674 - 359ms/epoch - 3ms/step
Epoch 6023/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9675 - 330ms/epoch - 3ms/step
Epoch 6024/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9675 - 367ms/epoch - 3ms/step
Epoch 6025/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9684 - val_loss: 0.2168 - val_auc: 0.9675 - 380ms/epoch - 3ms/step
Epoch 6026/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2167 - val_auc: 0.9676 - 335ms/epoch - 3ms/step
Epoch 6027/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9675 - 375ms/epoch - 3ms/step
Epoch 6028/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9675 - 336ms/epoch - 3ms/step
Epoch 6029/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9684 - val_loss: 0.2168 - val_auc: 0.9675 - 374ms/epoch - 3ms/step
Epoch 6030/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9674 - 377ms/epoch - 3ms/step
Epoch 6031/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9676 - 319ms/epoch - 3ms/step
Epoch 6032/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2166 - val_auc: 0.9676 - 369ms/epoch - 3ms/step
Epoch 6033/10000
124/124 - 0s - loss: 0.2023 - auc: 0.9682 - val_loss: 0.2167 - val_auc: 0.9675 - 332ms/epoch - 3ms/step
Epoch 6034/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9674 - 354ms/epoch - 3ms/step
Epoch 6035/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9675 - 319ms/epoch - 3ms/step
Epoch 6036/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9676 - 331ms/epoch - 3ms/step
Epoch 6037/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2167 - val_auc: 0.9676 - 321ms/epoch - 3ms/step
Epoch 6038/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2167 - val_auc: 0.9677 - 312ms/epoch - 3ms/step
Epoch 6039/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9675 - 364ms/epoch - 3ms/step
Epoch 6040/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9676 - 339ms/epoch - 3ms/step
Epoch 6041/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9677 - 318ms/epoch - 3ms/step
Epoch 6042/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2166 - val_auc: 0.9677 - 339ms/epoch - 3ms/step
Epoch 6043/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9677 - 291ms/epoch - 2ms/step
Epoch 6044/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9684 - val_loss: 0.2168 - val_auc: 0.9675 - 329ms/epoch - 3ms/step
Epoch 6045/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9676 - 312ms/epoch - 3ms/step
Epoch 6046/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9675 - 310ms/epoch - 3ms/step
Epoch 6047/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9675 - 321ms/epoch - 3ms/step
Epoch 6048/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9676 - 355ms/epoch - 3ms/step
Epoch 6049/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9676 - 317ms/epoch - 3ms/step
Epoch 6050/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2166 - val_auc: 0.9677 - 311ms/epoch - 3ms/step
Epoch 6051/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2166 - val_auc: 0.9676 - 371ms/epoch - 3ms/step
Epoch 6052/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9676 - 332ms/epoch - 3ms/step
Epoch 6053/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9683 - val_loss: 0.2168 - val_auc: 0.9676 - 367ms/epoch - 3ms/step
Epoch 6054/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9682 - val_loss: 0.2167 - val_auc: 0.9676 - 329ms/epoch - 3ms/step
Epoch 6055/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2166 - val_auc: 0.9677 - 374ms/epoch - 3ms/step
Epoch 6056/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9676 - 379ms/epoch - 3ms/step
Epoch 6057/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2166 - val_auc: 0.9676 - 349ms/epoch - 3ms/step
Epoch 6058/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9685 - val_loss: 0.2167 - val_auc: 0.9675 - 392ms/epoch - 3ms/step
Epoch 6059/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2166 - val_auc: 0.9676 - 382ms/epoch - 3ms/step
Epoch 6060/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9682 - val_loss: 0.2166 - val_auc: 0.9677 - 382ms/epoch - 3ms/step
Epoch 6061/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9675 - 381ms/epoch - 3ms/step
Epoch 6062/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9676 - 328ms/epoch - 3ms/step
Epoch 6063/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9676 - 376ms/epoch - 3ms/step
Epoch 6064/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9676 - 323ms/epoch - 3ms/step
Epoch 6065/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9683 - val_loss: 0.2165 - val_auc: 0.9677 - 373ms/epoch - 3ms/step
Epoch 6066/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9676 - 335ms/epoch - 3ms/step
Epoch 6067/10000
124/124 - 0s - loss: 0.2021 - auc: 0.9683 - val_loss: 0.2169 - val_auc: 0.9676 - 378ms/epoch - 3ms/step
Epoch 6068/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2166 - val_auc: 0.9675 - 385ms/epoch - 3ms/step
Epoch 6069/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9677 - 381ms/epoch - 3ms/step
Epoch 6070/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9675 - 332ms/epoch - 3ms/step
Epoch 6071/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9676 - 376ms/epoch - 3ms/step
Epoch 6072/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2165 - val_auc: 0.9676 - 337ms/epoch - 3ms/step
Epoch 6073/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2166 - val_auc: 0.9677 - 371ms/epoch - 3ms/step
Epoch 6074/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9675 - 374ms/epoch - 3ms/step
Epoch 6075/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9682 - val_loss: 0.2168 - val_auc: 0.9676 - 332ms/epoch - 3ms/step
Epoch 6076/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9675 - 382ms/epoch - 3ms/step
Epoch 6077/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9683 - val_loss: 0.2166 - val_auc: 0.9676 - 385ms/epoch - 3ms/step
Epoch 6078/10000
124/124 - 0s - loss: 0.2022 - auc: 0.9682 - val_loss: 0.2167 - val_auc: 0.9675 - 331ms/epoch - 3ms/step
Epoch 6079/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9676 - 381ms/epoch - 3ms/step
Epoch 6080/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9676 - 380ms/epoch - 3ms/step
Epoch 6081/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9682 - val_loss: 0.2167 - val_auc: 0.9676 - 332ms/epoch - 3ms/step
Epoch 6082/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9683 - val_loss: 0.2166 - val_auc: 0.9676 - 387ms/epoch - 3ms/step
Epoch 6083/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9683 - val_loss: 0.2165 - val_auc: 0.9677 - 371ms/epoch - 3ms/step
Epoch 6084/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9683 - val_loss: 0.2166 - val_auc: 0.9677 - 334ms/epoch - 3ms/step
Epoch 6085/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9677 - 374ms/epoch - 3ms/step
Epoch 6086/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9678 - 384ms/epoch - 3ms/step
Epoch 6087/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9677 - 323ms/epoch - 3ms/step
Epoch 6088/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9677 - 373ms/epoch - 3ms/step
Epoch 6089/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9676 - 322ms/epoch - 3ms/step
Epoch 6090/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 324ms/epoch - 3ms/step
Epoch 6091/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9676 - 360ms/epoch - 3ms/step
Epoch 6092/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9676 - 323ms/epoch - 3ms/step
Epoch 6093/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9676 - 368ms/epoch - 3ms/step
Epoch 6094/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9683 - val_loss: 0.2165 - val_auc: 0.9677 - 320ms/epoch - 3ms/step
Epoch 6095/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9683 - val_loss: 0.2165 - val_auc: 0.9678 - 376ms/epoch - 3ms/step
Epoch 6096/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9678 - 326ms/epoch - 3ms/step
Epoch 6097/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9676 - 386ms/epoch - 3ms/step
Epoch 6098/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9676 - 384ms/epoch - 3ms/step
Epoch 6099/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 384ms/epoch - 3ms/step
Epoch 6100/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9676 - 392ms/epoch - 3ms/step
Epoch 6101/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 342ms/epoch - 3ms/step
Epoch 6102/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9676 - 379ms/epoch - 3ms/step
Epoch 6103/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9676 - 382ms/epoch - 3ms/step
Epoch 6104/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9676 - 337ms/epoch - 3ms/step
Epoch 6105/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9676 - 379ms/epoch - 3ms/step
Epoch 6106/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9675 - 384ms/epoch - 3ms/step
Epoch 6107/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9676 - 336ms/epoch - 3ms/step
Epoch 6108/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9675 - 375ms/epoch - 3ms/step
Epoch 6109/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9676 - 380ms/epoch - 3ms/step
Epoch 6110/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 386ms/epoch - 3ms/step
Epoch 6111/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 343ms/epoch - 3ms/step
Epoch 6112/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9683 - val_loss: 0.2165 - val_auc: 0.9677 - 386ms/epoch - 3ms/step
Epoch 6113/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9683 - val_loss: 0.2165 - val_auc: 0.9676 - 401ms/epoch - 3ms/step
Epoch 6114/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9676 - 367ms/epoch - 3ms/step
Epoch 6115/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9676 - 343ms/epoch - 3ms/step
Epoch 6116/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9675 - 383ms/epoch - 3ms/step
Epoch 6117/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9683 - val_loss: 0.2167 - val_auc: 0.9676 - 387ms/epoch - 3ms/step
Epoch 6118/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9676 - 390ms/epoch - 3ms/step
Epoch 6119/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9678 - 380ms/epoch - 3ms/step
Epoch 6120/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 339ms/epoch - 3ms/step
Epoch 6121/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 377ms/epoch - 3ms/step
Epoch 6122/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9683 - val_loss: 0.2165 - val_auc: 0.9676 - 380ms/epoch - 3ms/step
Epoch 6123/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9683 - val_loss: 0.2166 - val_auc: 0.9676 - 339ms/epoch - 3ms/step
Epoch 6124/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9676 - 378ms/epoch - 3ms/step
Epoch 6125/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 381ms/epoch - 3ms/step
Epoch 6126/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9683 - val_loss: 0.2165 - val_auc: 0.9676 - 387ms/epoch - 3ms/step
Epoch 6127/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9676 - 350ms/epoch - 3ms/step
Epoch 6128/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9683 - val_loss: 0.2165 - val_auc: 0.9677 - 387ms/epoch - 3ms/step
Epoch 6129/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 377ms/epoch - 3ms/step
Epoch 6130/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9676 - 391ms/epoch - 3ms/step
Epoch 6131/10000
124/124 - 0s - loss: 0.2020 - auc: 0.9682 - val_loss: 0.2164 - val_auc: 0.9678 - 384ms/epoch - 3ms/step
Epoch 6132/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2167 - val_auc: 0.9677 - 391ms/epoch - 3ms/step
Epoch 6133/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9683 - val_loss: 0.2166 - val_auc: 0.9677 - 347ms/epoch - 3ms/step
Epoch 6134/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9676 - 376ms/epoch - 3ms/step
Epoch 6135/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9676 - 387ms/epoch - 3ms/step
Epoch 6136/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9683 - val_loss: 0.2165 - val_auc: 0.9676 - 395ms/epoch - 3ms/step
Epoch 6137/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 384ms/epoch - 3ms/step
Epoch 6138/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 328ms/epoch - 3ms/step
Epoch 6139/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9679 - 375ms/epoch - 3ms/step
Epoch 6140/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9683 - val_loss: 0.2165 - val_auc: 0.9677 - 394ms/epoch - 3ms/step
Epoch 6141/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 337ms/epoch - 3ms/step
Epoch 6142/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 375ms/epoch - 3ms/step
Epoch 6143/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9683 - val_loss: 0.2164 - val_auc: 0.9677 - 380ms/epoch - 3ms/step
Epoch 6144/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9683 - val_loss: 0.2164 - val_auc: 0.9678 - 330ms/epoch - 3ms/step
Epoch 6145/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9677 - 376ms/epoch - 3ms/step
Epoch 6146/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9677 - 383ms/epoch - 3ms/step
Epoch 6147/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 331ms/epoch - 3ms/step
Epoch 6148/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9676 - 383ms/epoch - 3ms/step
Epoch 6149/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9677 - 374ms/epoch - 3ms/step
Epoch 6150/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9686 - val_loss: 0.2167 - val_auc: 0.9676 - 331ms/epoch - 3ms/step
Epoch 6151/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9676 - 380ms/epoch - 3ms/step
Epoch 6152/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9683 - val_loss: 0.2165 - val_auc: 0.9677 - 339ms/epoch - 3ms/step
Epoch 6153/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 339ms/epoch - 3ms/step
Epoch 6154/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 375ms/epoch - 3ms/step
Epoch 6155/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9676 - 336ms/epoch - 3ms/step
Epoch 6156/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 378ms/epoch - 3ms/step
Epoch 6157/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 381ms/epoch - 3ms/step
Epoch 6158/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9676 - 387ms/epoch - 3ms/step
Epoch 6159/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9683 - val_loss: 0.2164 - val_auc: 0.9679 - 327ms/epoch - 3ms/step
Epoch 6160/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9683 - val_loss: 0.2164 - val_auc: 0.9677 - 380ms/epoch - 3ms/step
Epoch 6161/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 389ms/epoch - 3ms/step
Epoch 6162/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9685 - val_loss: 0.2166 - val_auc: 0.9678 - 395ms/epoch - 3ms/step
Epoch 6163/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9677 - 476ms/epoch - 4ms/step
Epoch 6164/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9677 - 337ms/epoch - 3ms/step
Epoch 6165/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 382ms/epoch - 3ms/step
Epoch 6166/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9685 - val_loss: 0.2168 - val_auc: 0.9676 - 396ms/epoch - 3ms/step
Epoch 6167/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 395ms/epoch - 3ms/step
Epoch 6168/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9677 - 395ms/epoch - 3ms/step
Epoch 6169/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9685 - val_loss: 0.2165 - val_auc: 0.9677 - 333ms/epoch - 3ms/step
Epoch 6170/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9683 - val_loss: 0.2164 - val_auc: 0.9678 - 388ms/epoch - 3ms/step
Epoch 6171/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9677 - 387ms/epoch - 3ms/step
Epoch 6172/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9678 - 382ms/epoch - 3ms/step
Epoch 6173/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9677 - 325ms/epoch - 3ms/step
Epoch 6174/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9682 - val_loss: 0.2164 - val_auc: 0.9677 - 377ms/epoch - 3ms/step
Epoch 6175/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 328ms/epoch - 3ms/step
Epoch 6176/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 376ms/epoch - 3ms/step
Epoch 6177/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9678 - 381ms/epoch - 3ms/step
Epoch 6178/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9685 - val_loss: 0.2165 - val_auc: 0.9677 - 328ms/epoch - 3ms/step
Epoch 6179/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 381ms/epoch - 3ms/step
Epoch 6180/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9677 - 380ms/epoch - 3ms/step
Epoch 6181/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9685 - val_loss: 0.2166 - val_auc: 0.9677 - 335ms/epoch - 3ms/step
Epoch 6182/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9676 - 383ms/epoch - 3ms/step
Epoch 6183/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9677 - 395ms/epoch - 3ms/step
Epoch 6184/10000
124/124 - 0s - loss: 0.2019 - auc: 0.9683 - val_loss: 0.2163 - val_auc: 0.9679 - 381ms/epoch - 3ms/step
Epoch 6185/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9678 - 346ms/epoch - 3ms/step
Epoch 6186/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9679 - 376ms/epoch - 3ms/step
Epoch 6187/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9678 - 386ms/epoch - 3ms/step
Epoch 6188/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9677 - 397ms/epoch - 3ms/step
Epoch 6189/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9686 - val_loss: 0.2166 - val_auc: 0.9677 - 388ms/epoch - 3ms/step
Epoch 6190/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2165 - val_auc: 0.9676 - 382ms/epoch - 3ms/step
Epoch 6191/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9676 - 335ms/epoch - 3ms/step
Epoch 6192/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2165 - val_auc: 0.9677 - 398ms/epoch - 3ms/step
Epoch 6193/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 405ms/epoch - 3ms/step
Epoch 6194/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9677 - 390ms/epoch - 3ms/step
Epoch 6195/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9677 - 407ms/epoch - 3ms/step
Epoch 6196/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2167 - val_auc: 0.9676 - 390ms/epoch - 3ms/step
Epoch 6197/10000
124/124 - 0s - loss: 0.2018 - auc: 0.9685 - val_loss: 0.2166 - val_auc: 0.9677 - 386ms/epoch - 3ms/step
Epoch 6198/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9678 - 384ms/epoch - 3ms/step
Epoch 6199/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9678 - 396ms/epoch - 3ms/step
Epoch 6200/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 400ms/epoch - 3ms/step
Epoch 6201/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2165 - val_auc: 0.9677 - 395ms/epoch - 3ms/step
Epoch 6202/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9678 - 393ms/epoch - 3ms/step
Epoch 6203/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9677 - 386ms/epoch - 3ms/step
Epoch 6204/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2166 - val_auc: 0.9676 - 346ms/epoch - 3ms/step
Epoch 6205/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2163 - val_auc: 0.9677 - 386ms/epoch - 3ms/step
Epoch 6206/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9677 - 393ms/epoch - 3ms/step
Epoch 6207/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9677 - 388ms/epoch - 3ms/step
Epoch 6208/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9678 - 328ms/epoch - 3ms/step
Epoch 6209/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9677 - 375ms/epoch - 3ms/step
Epoch 6210/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 381ms/epoch - 3ms/step
Epoch 6211/10000
124/124 - 0s - loss: 0.2017 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9678 - 383ms/epoch - 3ms/step
Epoch 6212/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9677 - 327ms/epoch - 3ms/step
Epoch 6213/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2165 - val_auc: 0.9676 - 375ms/epoch - 3ms/step
Epoch 6214/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9684 - val_loss: 0.2163 - val_auc: 0.9678 - 338ms/epoch - 3ms/step
Epoch 6215/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9684 - val_loss: 0.2162 - val_auc: 0.9678 - 375ms/epoch - 3ms/step
Epoch 6216/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9677 - 388ms/epoch - 3ms/step
Epoch 6217/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9677 - 335ms/epoch - 3ms/step
Epoch 6218/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 366ms/epoch - 3ms/step
Epoch 6219/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9678 - 383ms/epoch - 3ms/step
Epoch 6220/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 343ms/epoch - 3ms/step
Epoch 6221/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9686 - val_loss: 0.2164 - val_auc: 0.9677 - 383ms/epoch - 3ms/step
Epoch 6222/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2165 - val_auc: 0.9677 - 381ms/epoch - 3ms/step
Epoch 6223/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9676 - 381ms/epoch - 3ms/step
Epoch 6224/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9678 - 342ms/epoch - 3ms/step
Epoch 6225/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9679 - 374ms/epoch - 3ms/step
Epoch 6226/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 334ms/epoch - 3ms/step
Epoch 6227/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9677 - 332ms/epoch - 3ms/step
Epoch 6228/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 372ms/epoch - 3ms/step
Epoch 6229/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 324ms/epoch - 3ms/step
Epoch 6230/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 380ms/epoch - 3ms/step
Epoch 6231/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 340ms/epoch - 3ms/step
Epoch 6232/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 369ms/epoch - 3ms/step
Epoch 6233/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 374ms/epoch - 3ms/step
Epoch 6234/10000
124/124 - 0s - loss: 0.2016 - auc: 0.9684 - val_loss: 0.2165 - val_auc: 0.9678 - 328ms/epoch - 3ms/step
Epoch 6235/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9677 - 384ms/epoch - 3ms/step
Epoch 6236/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9678 - 393ms/epoch - 3ms/step
Epoch 6237/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9686 - val_loss: 0.2164 - val_auc: 0.9678 - 393ms/epoch - 3ms/step
Epoch 6238/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 396ms/epoch - 3ms/step
Epoch 6239/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9679 - 393ms/epoch - 3ms/step
Epoch 6240/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9678 - 388ms/epoch - 3ms/step
Epoch 6241/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 403ms/epoch - 3ms/step
Epoch 6242/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9678 - 356ms/epoch - 3ms/step
Epoch 6243/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2165 - val_auc: 0.9677 - 382ms/epoch - 3ms/step
Epoch 6244/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 387ms/epoch - 3ms/step
Epoch 6245/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9678 - 376ms/epoch - 3ms/step
Epoch 6246/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9678 - 394ms/epoch - 3ms/step
Epoch 6247/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 334ms/epoch - 3ms/step
Epoch 6248/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 390ms/epoch - 3ms/step
Epoch 6249/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9678 - 358ms/epoch - 3ms/step
Epoch 6250/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 329ms/epoch - 3ms/step
Epoch 6251/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 383ms/epoch - 3ms/step
Epoch 6252/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9678 - 388ms/epoch - 3ms/step
Epoch 6253/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9684 - val_loss: 0.2163 - val_auc: 0.9678 - 334ms/epoch - 3ms/step
Epoch 6254/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9678 - 371ms/epoch - 3ms/step
Epoch 6255/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9679 - 334ms/epoch - 3ms/step
Epoch 6256/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9679 - 370ms/epoch - 3ms/step
Epoch 6257/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 383ms/epoch - 3ms/step
Epoch 6258/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9686 - val_loss: 0.2164 - val_auc: 0.9677 - 342ms/epoch - 3ms/step
Epoch 6259/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9684 - val_loss: 0.2163 - val_auc: 0.9678 - 369ms/epoch - 3ms/step
Epoch 6260/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9679 - 380ms/epoch - 3ms/step
Epoch 6261/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9684 - val_loss: 0.2162 - val_auc: 0.9678 - 343ms/epoch - 3ms/step
Epoch 6262/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9677 - 384ms/epoch - 3ms/step
Epoch 6263/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 380ms/epoch - 3ms/step
Epoch 6264/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9679 - 384ms/epoch - 3ms/step
Epoch 6265/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 341ms/epoch - 3ms/step
Epoch 6266/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9684 - val_loss: 0.2163 - val_auc: 0.9678 - 367ms/epoch - 3ms/step
Epoch 6267/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9677 - 383ms/epoch - 3ms/step
Epoch 6268/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 339ms/epoch - 3ms/step
Epoch 6269/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9679 - 372ms/epoch - 3ms/step
Epoch 6270/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9678 - 382ms/epoch - 3ms/step
Epoch 6271/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 338ms/epoch - 3ms/step
Epoch 6272/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2164 - val_auc: 0.9677 - 394ms/epoch - 3ms/step
Epoch 6273/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9684 - val_loss: 0.2166 - val_auc: 0.9678 - 400ms/epoch - 3ms/step
Epoch 6274/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9687 - val_loss: 0.2162 - val_auc: 0.9678 - 383ms/epoch - 3ms/step
Epoch 6275/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9678 - 385ms/epoch - 3ms/step
Epoch 6276/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9679 - 381ms/epoch - 3ms/step
Epoch 6277/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9684 - val_loss: 0.2162 - val_auc: 0.9678 - 344ms/epoch - 3ms/step
Epoch 6278/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9678 - 376ms/epoch - 3ms/step
Epoch 6279/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9679 - 381ms/epoch - 3ms/step
Epoch 6280/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9679 - 385ms/epoch - 3ms/step
Epoch 6281/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9679 - 330ms/epoch - 3ms/step
Epoch 6282/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 389ms/epoch - 3ms/step
Epoch 6283/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9679 - 449ms/epoch - 4ms/step
Epoch 6284/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9678 - 345ms/epoch - 3ms/step
Epoch 6285/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 385ms/epoch - 3ms/step
Epoch 6286/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9679 - 387ms/epoch - 3ms/step
Epoch 6287/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9678 - 349ms/epoch - 3ms/step
Epoch 6288/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9678 - 449ms/epoch - 4ms/step
Epoch 6289/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2164 - val_auc: 0.9678 - 416ms/epoch - 3ms/step
Epoch 6290/10000
124/124 - 0s - loss: 0.2015 - auc: 0.9685 - val_loss: 0.2164 - val_auc: 0.9677 - 392ms/epoch - 3ms/step
Epoch 6291/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9684 - val_loss: 0.2164 - val_auc: 0.9678 - 396ms/epoch - 3ms/step
Epoch 6292/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9678 - 387ms/epoch - 3ms/step
Epoch 6293/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9678 - 397ms/epoch - 3ms/step
Epoch 6294/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9678 - 406ms/epoch - 3ms/step
Epoch 6295/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2165 - val_auc: 0.9677 - 477ms/epoch - 4ms/step
Epoch 6296/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9679 - 337ms/epoch - 3ms/step
Epoch 6297/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9680 - 395ms/epoch - 3ms/step
Epoch 6298/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 418ms/epoch - 3ms/step
Epoch 6299/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9684 - val_loss: 0.2161 - val_auc: 0.9679 - 381ms/epoch - 3ms/step
Epoch 6300/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2161 - val_auc: 0.9679 - 390ms/epoch - 3ms/step
Epoch 6301/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9677 - 379ms/epoch - 3ms/step
Epoch 6302/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9678 - 387ms/epoch - 3ms/step
Epoch 6303/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9686 - val_loss: 0.2165 - val_auc: 0.9678 - 345ms/epoch - 3ms/step
Epoch 6304/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 407ms/epoch - 3ms/step
Epoch 6305/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9687 - val_loss: 0.2162 - val_auc: 0.9679 - 350ms/epoch - 3ms/step
Epoch 6306/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9677 - 405ms/epoch - 3ms/step
Epoch 6307/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9678 - 373ms/epoch - 3ms/step
Epoch 6308/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2161 - val_auc: 0.9679 - 388ms/epoch - 3ms/step
Epoch 6309/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9687 - val_loss: 0.2162 - val_auc: 0.9679 - 398ms/epoch - 3ms/step
Epoch 6310/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9679 - 399ms/epoch - 3ms/step
Epoch 6311/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9680 - 402ms/epoch - 3ms/step
Epoch 6312/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9679 - 397ms/epoch - 3ms/step
Epoch 6313/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9678 - 400ms/epoch - 3ms/step
Epoch 6314/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9685 - val_loss: 0.2161 - val_auc: 0.9679 - 401ms/epoch - 3ms/step
Epoch 6315/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 413ms/epoch - 3ms/step
Epoch 6316/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9678 - 400ms/epoch - 3ms/step
Epoch 6317/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9678 - 428ms/epoch - 3ms/step
Epoch 6318/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9678 - 397ms/epoch - 3ms/step
Epoch 6319/10000
124/124 - 1s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9678 - 612ms/epoch - 5ms/step
Epoch 6320/10000
124/124 - 1s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2161 - val_auc: 0.9679 - 554ms/epoch - 4ms/step
Epoch 6321/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9680 - 397ms/epoch - 3ms/step
Epoch 6322/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9679 - 340ms/epoch - 3ms/step
Epoch 6323/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9685 - val_loss: 0.2160 - val_auc: 0.9679 - 402ms/epoch - 3ms/step
Epoch 6324/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2163 - val_auc: 0.9677 - 377ms/epoch - 3ms/step
Epoch 6325/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 392ms/epoch - 3ms/step
Epoch 6326/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9679 - 393ms/epoch - 3ms/step
Epoch 6327/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 391ms/epoch - 3ms/step
Epoch 6328/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9679 - 389ms/epoch - 3ms/step
Epoch 6329/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9687 - val_loss: 0.2163 - val_auc: 0.9678 - 355ms/epoch - 3ms/step
Epoch 6330/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9687 - val_loss: 0.2163 - val_auc: 0.9678 - 351ms/epoch - 3ms/step
Epoch 6331/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9679 - 389ms/epoch - 3ms/step
Epoch 6332/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9679 - 382ms/epoch - 3ms/step
Epoch 6333/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9687 - val_loss: 0.2162 - val_auc: 0.9679 - 383ms/epoch - 3ms/step
Epoch 6334/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9680 - 392ms/epoch - 3ms/step
Epoch 6335/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9679 - 395ms/epoch - 3ms/step
Epoch 6336/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 397ms/epoch - 3ms/step
Epoch 6337/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9679 - 396ms/epoch - 3ms/step
Epoch 6338/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9687 - val_loss: 0.2162 - val_auc: 0.9679 - 399ms/epoch - 3ms/step
Epoch 6339/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9685 - val_loss: 0.2161 - val_auc: 0.9678 - 404ms/epoch - 3ms/step
Epoch 6340/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9678 - 411ms/epoch - 3ms/step
Epoch 6341/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 407ms/epoch - 3ms/step
Epoch 6342/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9685 - val_loss: 0.2161 - val_auc: 0.9679 - 408ms/epoch - 3ms/step
Epoch 6343/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 453ms/epoch - 4ms/step
Epoch 6344/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9679 - 410ms/epoch - 3ms/step
Epoch 6345/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9687 - val_loss: 0.2162 - val_auc: 0.9679 - 412ms/epoch - 3ms/step
Epoch 6346/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9685 - val_loss: 0.2162 - val_auc: 0.9678 - 405ms/epoch - 3ms/step
Epoch 6347/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 402ms/epoch - 3ms/step
Epoch 6348/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9679 - 423ms/epoch - 3ms/step
Epoch 6349/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9684 - val_loss: 0.2161 - val_auc: 0.9680 - 373ms/epoch - 3ms/step
Epoch 6350/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9678 - 405ms/epoch - 3ms/step
Epoch 6351/10000
124/124 - 0s - loss: 0.2014 - auc: 0.9685 - val_loss: 0.2161 - val_auc: 0.9679 - 401ms/epoch - 3ms/step
Epoch 6352/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 355ms/epoch - 3ms/step
Epoch 6353/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9687 - val_loss: 0.2164 - val_auc: 0.9678 - 383ms/epoch - 3ms/step
Epoch 6354/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9687 - val_loss: 0.2163 - val_auc: 0.9678 - 404ms/epoch - 3ms/step
Epoch 6355/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9687 - val_loss: 0.2162 - val_auc: 0.9679 - 396ms/epoch - 3ms/step
Epoch 6356/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 387ms/epoch - 3ms/step
Epoch 6357/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9685 - val_loss: 0.2161 - val_auc: 0.9679 - 400ms/epoch - 3ms/step
Epoch 6358/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 381ms/epoch - 3ms/step
Epoch 6359/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 453ms/epoch - 4ms/step
Epoch 6360/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 349ms/epoch - 3ms/step
Epoch 6361/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 398ms/epoch - 3ms/step
Epoch 6362/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9685 - val_loss: 0.2161 - val_auc: 0.9679 - 388ms/epoch - 3ms/step
Epoch 6363/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9679 - 387ms/epoch - 3ms/step
Epoch 6364/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 402ms/epoch - 3ms/step
Epoch 6365/10000
124/124 - 0s - loss: 0.2013 - auc: 0.9685 - val_loss: 0.2161 - val_auc: 0.9678 - 397ms/epoch - 3ms/step
Epoch 6366/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9682 - 399ms/epoch - 3ms/step
Epoch 6367/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9679 - 400ms/epoch - 3ms/step
Epoch 6368/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9680 - 382ms/epoch - 3ms/step
Epoch 6369/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9679 - 391ms/epoch - 3ms/step
Epoch 6370/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9679 - 339ms/epoch - 3ms/step
Epoch 6371/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9680 - 400ms/epoch - 3ms/step
Epoch 6372/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9679 - 397ms/epoch - 3ms/step
Epoch 6373/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2162 - val_auc: 0.9678 - 409ms/epoch - 3ms/step
Epoch 6374/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 446ms/epoch - 4ms/step
Epoch 6375/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 392ms/epoch - 3ms/step
Epoch 6376/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9679 - 355ms/epoch - 3ms/step
Epoch 6377/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 449ms/epoch - 4ms/step
Epoch 6378/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 388ms/epoch - 3ms/step
Epoch 6379/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9687 - val_loss: 0.2162 - val_auc: 0.9679 - 338ms/epoch - 3ms/step
Epoch 6380/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 380ms/epoch - 3ms/step
Epoch 6381/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 399ms/epoch - 3ms/step
Epoch 6382/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9679 - 404ms/epoch - 3ms/step
Epoch 6383/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 396ms/epoch - 3ms/step
Epoch 6384/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9679 - 396ms/epoch - 3ms/step
Epoch 6385/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 409ms/epoch - 3ms/step
Epoch 6386/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9679 - 411ms/epoch - 3ms/step
Epoch 6387/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 382ms/epoch - 3ms/step
Epoch 6388/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 400ms/epoch - 3ms/step
Epoch 6389/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9687 - val_loss: 0.2162 - val_auc: 0.9679 - 392ms/epoch - 3ms/step
Epoch 6390/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 403ms/epoch - 3ms/step
Epoch 6391/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 417ms/epoch - 3ms/step
Epoch 6392/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 376ms/epoch - 3ms/step
Epoch 6393/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9680 - 395ms/epoch - 3ms/step
Epoch 6394/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 395ms/epoch - 3ms/step
Epoch 6395/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9679 - 398ms/epoch - 3ms/step
Epoch 6396/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9680 - 405ms/epoch - 3ms/step
Epoch 6397/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9688 - val_loss: 0.2163 - val_auc: 0.9679 - 389ms/epoch - 3ms/step
Epoch 6398/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9679 - 398ms/epoch - 3ms/step
Epoch 6399/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9678 - 325ms/epoch - 3ms/step
Epoch 6400/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9686 - val_loss: 0.2163 - val_auc: 0.9679 - 386ms/epoch - 3ms/step
Epoch 6401/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9679 - 392ms/epoch - 3ms/step
Epoch 6402/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9679 - 411ms/epoch - 3ms/step
Epoch 6403/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9688 - val_loss: 0.2160 - val_auc: 0.9680 - 388ms/epoch - 3ms/step
Epoch 6404/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2162 - val_auc: 0.9679 - 384ms/epoch - 3ms/step
Epoch 6405/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9679 - 394ms/epoch - 3ms/step
Epoch 6406/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 400ms/epoch - 3ms/step
Epoch 6407/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9681 - 456ms/epoch - 4ms/step
Epoch 6408/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9686 - val_loss: 0.2159 - val_auc: 0.9680 - 348ms/epoch - 3ms/step
Epoch 6409/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9680 - 362ms/epoch - 3ms/step
Epoch 6410/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9679 - 355ms/epoch - 3ms/step
Epoch 6411/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 367ms/epoch - 3ms/step
Epoch 6412/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9679 - 401ms/epoch - 3ms/step
Epoch 6413/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 460ms/epoch - 4ms/step
Epoch 6414/10000
124/124 - 0s - loss: 0.2012 - auc: 0.9685 - val_loss: 0.2159 - val_auc: 0.9681 - 425ms/epoch - 3ms/step
Epoch 6415/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9679 - 389ms/epoch - 3ms/step
Epoch 6416/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 381ms/epoch - 3ms/step
Epoch 6417/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9680 - 404ms/epoch - 3ms/step
Epoch 6418/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 414ms/epoch - 3ms/step
Epoch 6419/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 407ms/epoch - 3ms/step
Epoch 6420/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 402ms/epoch - 3ms/step
Epoch 6421/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 382ms/epoch - 3ms/step
Epoch 6422/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 459ms/epoch - 4ms/step
Epoch 6423/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 478ms/epoch - 4ms/step
Epoch 6424/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9679 - 327ms/epoch - 3ms/step
Epoch 6425/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9679 - 395ms/epoch - 3ms/step
Epoch 6426/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 398ms/epoch - 3ms/step
Epoch 6427/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 401ms/epoch - 3ms/step
Epoch 6428/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9679 - 395ms/epoch - 3ms/step
Epoch 6429/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 393ms/epoch - 3ms/step
Epoch 6430/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 390ms/epoch - 3ms/step
Epoch 6431/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 396ms/epoch - 3ms/step
Epoch 6432/10000
124/124 - 0s - loss: 0.2011 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 357ms/epoch - 3ms/step
Epoch 6433/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9680 - 378ms/epoch - 3ms/step
Epoch 6434/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9688 - val_loss: 0.2160 - val_auc: 0.9680 - 393ms/epoch - 3ms/step
Epoch 6435/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9679 - 389ms/epoch - 3ms/step
Epoch 6436/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 390ms/epoch - 3ms/step
Epoch 6437/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9679 - 401ms/epoch - 3ms/step
Epoch 6438/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9679 - 401ms/epoch - 3ms/step
Epoch 6439/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 393ms/epoch - 3ms/step
Epoch 6440/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9686 - val_loss: 0.2159 - val_auc: 0.9681 - 391ms/epoch - 3ms/step
Epoch 6441/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 397ms/epoch - 3ms/step
Epoch 6442/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9679 - 393ms/epoch - 3ms/step
Epoch 6443/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 393ms/epoch - 3ms/step
Epoch 6444/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9686 - val_loss: 0.2159 - val_auc: 0.9680 - 397ms/epoch - 3ms/step
Epoch 6445/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9679 - 403ms/epoch - 3ms/step
Epoch 6446/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 395ms/epoch - 3ms/step
Epoch 6447/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9679 - 401ms/epoch - 3ms/step
Epoch 6448/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 404ms/epoch - 3ms/step
Epoch 6449/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2161 - val_auc: 0.9680 - 406ms/epoch - 3ms/step
Epoch 6450/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 395ms/epoch - 3ms/step
Epoch 6451/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 400ms/epoch - 3ms/step
Epoch 6452/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9686 - val_loss: 0.2160 - val_auc: 0.9680 - 406ms/epoch - 3ms/step
Epoch 6453/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9686 - val_loss: 0.2159 - val_auc: 0.9680 - 396ms/epoch - 3ms/step
Epoch 6454/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 421ms/epoch - 3ms/step
Epoch 6455/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 384ms/epoch - 3ms/step
Epoch 6456/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9686 - val_loss: 0.2161 - val_auc: 0.9679 - 392ms/epoch - 3ms/step
Epoch 6457/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9680 - 405ms/epoch - 3ms/step
Epoch 6458/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9681 - 446ms/epoch - 4ms/step
Epoch 6459/10000
124/124 - 0s - loss: 0.2010 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9681 - 398ms/epoch - 3ms/step
Epoch 6460/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9680 - 403ms/epoch - 3ms/step
Epoch 6461/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 393ms/epoch - 3ms/step
Epoch 6462/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9679 - 407ms/epoch - 3ms/step
Epoch 6463/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 401ms/epoch - 3ms/step
Epoch 6464/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2160 - val_auc: 0.9680 - 392ms/epoch - 3ms/step
Epoch 6465/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 392ms/epoch - 3ms/step
Epoch 6466/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2160 - val_auc: 0.9679 - 394ms/epoch - 3ms/step
Epoch 6467/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2160 - val_auc: 0.9680 - 397ms/epoch - 3ms/step
Epoch 6468/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 394ms/epoch - 3ms/step
Epoch 6469/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9679 - 341ms/epoch - 3ms/step
Epoch 6470/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9679 - 391ms/epoch - 3ms/step
Epoch 6471/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9686 - val_loss: 0.2158 - val_auc: 0.9682 - 382ms/epoch - 3ms/step
Epoch 6472/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9682 - 393ms/epoch - 3ms/step
Epoch 6473/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9681 - 402ms/epoch - 3ms/step
Epoch 6474/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 389ms/epoch - 3ms/step
Epoch 6475/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9686 - val_loss: 0.2159 - val_auc: 0.9681 - 389ms/epoch - 3ms/step
Epoch 6476/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9680 - 393ms/epoch - 3ms/step
Epoch 6477/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9680 - 352ms/epoch - 3ms/step
Epoch 6478/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9681 - 389ms/epoch - 3ms/step
Epoch 6479/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 394ms/epoch - 3ms/step
Epoch 6480/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9682 - 387ms/epoch - 3ms/step
Epoch 6481/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9680 - 390ms/epoch - 3ms/step
Epoch 6482/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2161 - val_auc: 0.9680 - 399ms/epoch - 3ms/step
Epoch 6483/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 392ms/epoch - 3ms/step
Epoch 6484/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9681 - 395ms/epoch - 3ms/step
Epoch 6485/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9681 - 387ms/epoch - 3ms/step
Epoch 6486/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 346ms/epoch - 3ms/step
Epoch 6487/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9682 - 399ms/epoch - 3ms/step
Epoch 6488/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9681 - 356ms/epoch - 3ms/step
Epoch 6489/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9686 - val_loss: 0.2158 - val_auc: 0.9682 - 391ms/epoch - 3ms/step
Epoch 6490/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9681 - 388ms/epoch - 3ms/step
Epoch 6491/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9680 - 453ms/epoch - 4ms/step
Epoch 6492/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 415ms/epoch - 3ms/step
Epoch 6493/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9681 - 412ms/epoch - 3ms/step
Epoch 6494/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9682 - 465ms/epoch - 4ms/step
Epoch 6495/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2161 - val_auc: 0.9681 - 419ms/epoch - 3ms/step
Epoch 6496/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9680 - 397ms/epoch - 3ms/step
Epoch 6497/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9680 - 411ms/epoch - 3ms/step
Epoch 6498/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 410ms/epoch - 3ms/step
Epoch 6499/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2160 - val_auc: 0.9680 - 404ms/epoch - 3ms/step
Epoch 6500/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9681 - 455ms/epoch - 4ms/step
Epoch 6501/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2160 - val_auc: 0.9681 - 410ms/epoch - 3ms/step
Epoch 6502/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9680 - 407ms/epoch - 3ms/step
Epoch 6503/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9681 - 404ms/epoch - 3ms/step
Epoch 6504/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9681 - 466ms/epoch - 4ms/step
Epoch 6505/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9689 - val_loss: 0.2160 - val_auc: 0.9680 - 406ms/epoch - 3ms/step
Epoch 6506/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9689 - val_loss: 0.2159 - val_auc: 0.9681 - 392ms/epoch - 3ms/step
Epoch 6507/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9681 - 391ms/epoch - 3ms/step
Epoch 6508/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 403ms/epoch - 3ms/step
Epoch 6509/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 393ms/epoch - 3ms/step
Epoch 6510/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9681 - 403ms/epoch - 3ms/step
Epoch 6511/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9681 - 391ms/epoch - 3ms/step
Epoch 6512/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9689 - val_loss: 0.2160 - val_auc: 0.9679 - 332ms/epoch - 3ms/step
Epoch 6513/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 404ms/epoch - 3ms/step
Epoch 6514/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 379ms/epoch - 3ms/step
Epoch 6515/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9689 - val_loss: 0.2158 - val_auc: 0.9680 - 375ms/epoch - 3ms/step
Epoch 6516/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9681 - 389ms/epoch - 3ms/step
Epoch 6517/10000
124/124 - 0s - loss: 0.2009 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9682 - 356ms/epoch - 3ms/step
Epoch 6518/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 418ms/epoch - 3ms/step
Epoch 6519/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9681 - 404ms/epoch - 3ms/step
Epoch 6520/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9681 - 305ms/epoch - 2ms/step
Epoch 6521/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9680 - 364ms/epoch - 3ms/step
Epoch 6522/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 375ms/epoch - 3ms/step
Epoch 6523/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9681 - 371ms/epoch - 3ms/step
Epoch 6524/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9679 - 397ms/epoch - 3ms/step
Epoch 6525/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9680 - 359ms/epoch - 3ms/step
Epoch 6526/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 401ms/epoch - 3ms/step
Epoch 6527/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 388ms/epoch - 3ms/step
Epoch 6528/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9680 - 393ms/epoch - 3ms/step
Epoch 6529/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 388ms/epoch - 3ms/step
Epoch 6530/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9680 - 355ms/epoch - 3ms/step
Epoch 6531/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9682 - 376ms/epoch - 3ms/step
Epoch 6532/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9682 - 402ms/epoch - 3ms/step
Epoch 6533/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 393ms/epoch - 3ms/step
Epoch 6534/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 370ms/epoch - 3ms/step
Epoch 6535/10000
124/124 - 0s - loss: 0.2008 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9680 - 396ms/epoch - 3ms/step
Epoch 6536/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9681 - 363ms/epoch - 3ms/step
Epoch 6537/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9681 - 355ms/epoch - 3ms/step
Epoch 6538/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9687 - val_loss: 0.2159 - val_auc: 0.9681 - 389ms/epoch - 3ms/step
Epoch 6539/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9681 - 415ms/epoch - 3ms/step
Epoch 6540/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9681 - 400ms/epoch - 3ms/step
Epoch 6541/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 396ms/epoch - 3ms/step
Epoch 6542/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 460ms/epoch - 4ms/step
Epoch 6543/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9681 - 410ms/epoch - 3ms/step
Epoch 6544/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9682 - 408ms/epoch - 3ms/step
Epoch 6545/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9680 - 405ms/epoch - 3ms/step
Epoch 6546/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9681 - 415ms/epoch - 3ms/step
Epoch 6547/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9681 - 410ms/epoch - 3ms/step
Epoch 6548/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9681 - 409ms/epoch - 3ms/step
Epoch 6549/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9689 - val_loss: 0.2159 - val_auc: 0.9681 - 359ms/epoch - 3ms/step
Epoch 6550/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9689 - val_loss: 0.2158 - val_auc: 0.9681 - 417ms/epoch - 3ms/step
Epoch 6551/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 354ms/epoch - 3ms/step
Epoch 6552/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9689 - val_loss: 0.2161 - val_auc: 0.9680 - 455ms/epoch - 4ms/step
Epoch 6553/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 411ms/epoch - 3ms/step
Epoch 6554/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9680 - 390ms/epoch - 3ms/step
Epoch 6555/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9681 - 415ms/epoch - 3ms/step
Epoch 6556/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9689 - val_loss: 0.2159 - val_auc: 0.9681 - 415ms/epoch - 3ms/step
Epoch 6557/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9690 - val_loss: 0.2161 - val_auc: 0.9680 - 449ms/epoch - 4ms/step
Epoch 6558/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9681 - 357ms/epoch - 3ms/step
Epoch 6559/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9687 - val_loss: 0.2157 - val_auc: 0.9682 - 431ms/epoch - 3ms/step
Epoch 6560/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2160 - val_auc: 0.9681 - 343ms/epoch - 3ms/step
Epoch 6561/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9683 - 386ms/epoch - 3ms/step
Epoch 6562/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9683 - 366ms/epoch - 3ms/step
Epoch 6563/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 391ms/epoch - 3ms/step
Epoch 6564/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 410ms/epoch - 3ms/step
Epoch 6565/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9682 - 394ms/epoch - 3ms/step
Epoch 6566/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 390ms/epoch - 3ms/step
Epoch 6567/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9682 - 389ms/epoch - 3ms/step
Epoch 6568/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9681 - 405ms/epoch - 3ms/step
Epoch 6569/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2159 - val_auc: 0.9681 - 347ms/epoch - 3ms/step
Epoch 6570/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9683 - 384ms/epoch - 3ms/step
Epoch 6571/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9682 - 385ms/epoch - 3ms/step
Epoch 6572/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 389ms/epoch - 3ms/step
Epoch 6573/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9682 - 403ms/epoch - 3ms/step
Epoch 6574/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2160 - val_auc: 0.9681 - 385ms/epoch - 3ms/step
Epoch 6575/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9681 - 335ms/epoch - 3ms/step
Epoch 6576/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 389ms/epoch - 3ms/step
Epoch 6577/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 404ms/epoch - 3ms/step
Epoch 6578/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9682 - 404ms/epoch - 3ms/step
Epoch 6579/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 399ms/epoch - 3ms/step
Epoch 6580/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9682 - 396ms/epoch - 3ms/step
Epoch 6581/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9680 - 399ms/epoch - 3ms/step
Epoch 6582/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9682 - 397ms/epoch - 3ms/step
Epoch 6583/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 394ms/epoch - 3ms/step
Epoch 6584/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 399ms/epoch - 3ms/step
Epoch 6585/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2159 - val_auc: 0.9681 - 403ms/epoch - 3ms/step
Epoch 6586/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9680 - 406ms/epoch - 3ms/step
Epoch 6587/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9687 - val_loss: 0.2157 - val_auc: 0.9684 - 413ms/epoch - 3ms/step
Epoch 6588/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9690 - val_loss: 0.2158 - val_auc: 0.9681 - 426ms/epoch - 3ms/step
Epoch 6589/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9682 - 431ms/epoch - 3ms/step
Epoch 6590/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 353ms/epoch - 3ms/step
Epoch 6591/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 445ms/epoch - 4ms/step
Epoch 6592/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9687 - val_loss: 0.2156 - val_auc: 0.9682 - 399ms/epoch - 3ms/step
Epoch 6593/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9682 - 346ms/epoch - 3ms/step
Epoch 6594/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9682 - 397ms/epoch - 3ms/step
Epoch 6595/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 451ms/epoch - 4ms/step
Epoch 6596/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9683 - 404ms/epoch - 3ms/step
Epoch 6597/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9682 - 391ms/epoch - 3ms/step
Epoch 6598/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 388ms/epoch - 3ms/step
Epoch 6599/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9682 - 406ms/epoch - 3ms/step
Epoch 6600/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2158 - val_auc: 0.9682 - 387ms/epoch - 3ms/step
Epoch 6601/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2158 - val_auc: 0.9680 - 339ms/epoch - 3ms/step
Epoch 6602/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9680 - 405ms/epoch - 3ms/step
Epoch 6603/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9682 - 402ms/epoch - 3ms/step
Epoch 6604/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9681 - 398ms/epoch - 3ms/step
Epoch 6605/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 442ms/epoch - 4ms/step
Epoch 6606/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 355ms/epoch - 3ms/step
Epoch 6607/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9682 - 391ms/epoch - 3ms/step
Epoch 6608/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 396ms/epoch - 3ms/step
Epoch 6609/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9682 - 379ms/epoch - 3ms/step
Epoch 6610/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9682 - 387ms/epoch - 3ms/step
Epoch 6611/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 389ms/epoch - 3ms/step
Epoch 6612/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9682 - 403ms/epoch - 3ms/step
Epoch 6613/10000
124/124 - 0s - loss: 0.2006 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9681 - 397ms/epoch - 3ms/step
Epoch 6614/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9682 - 408ms/epoch - 3ms/step
Epoch 6615/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 407ms/epoch - 3ms/step
Epoch 6616/10000
124/124 - 0s - loss: 0.2007 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 410ms/epoch - 3ms/step
Epoch 6617/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 465ms/epoch - 4ms/step
Epoch 6618/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9682 - 407ms/epoch - 3ms/step
Epoch 6619/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 388ms/epoch - 3ms/step
Epoch 6620/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9690 - val_loss: 0.2159 - val_auc: 0.9681 - 418ms/epoch - 3ms/step
Epoch 6621/10000
124/124 - 1s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9681 - 591ms/epoch - 5ms/step
Epoch 6622/10000
124/124 - 1s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9683 - 501ms/epoch - 4ms/step
Epoch 6623/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2158 - val_auc: 0.9682 - 398ms/epoch - 3ms/step
Epoch 6624/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 394ms/epoch - 3ms/step
Epoch 6625/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 400ms/epoch - 3ms/step
Epoch 6626/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 390ms/epoch - 3ms/step
Epoch 6627/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9682 - 390ms/epoch - 3ms/step
Epoch 6628/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9690 - val_loss: 0.2157 - val_auc: 0.9681 - 386ms/epoch - 3ms/step
Epoch 6629/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 397ms/epoch - 3ms/step
Epoch 6630/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9681 - 400ms/epoch - 3ms/step
Epoch 6631/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 400ms/epoch - 3ms/step
Epoch 6632/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9684 - 395ms/epoch - 3ms/step
Epoch 6633/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2158 - val_auc: 0.9680 - 392ms/epoch - 3ms/step
Epoch 6634/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9682 - 394ms/epoch - 3ms/step
Epoch 6635/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9682 - 397ms/epoch - 3ms/step
Epoch 6636/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9682 - 399ms/epoch - 3ms/step
Epoch 6637/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9681 - 397ms/epoch - 3ms/step
Epoch 6638/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 417ms/epoch - 3ms/step
Epoch 6639/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9683 - 406ms/epoch - 3ms/step
Epoch 6640/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9682 - 462ms/epoch - 4ms/step
Epoch 6641/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 400ms/epoch - 3ms/step
Epoch 6642/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9688 - val_loss: 0.2159 - val_auc: 0.9681 - 405ms/epoch - 3ms/step
Epoch 6643/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 429ms/epoch - 3ms/step
Epoch 6644/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 415ms/epoch - 3ms/step
Epoch 6645/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9681 - 401ms/epoch - 3ms/step
Epoch 6646/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9681 - 408ms/epoch - 3ms/step
Epoch 6647/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 464ms/epoch - 4ms/step
Epoch 6648/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 354ms/epoch - 3ms/step
Epoch 6649/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 455ms/epoch - 4ms/step
Epoch 6650/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9688 - val_loss: 0.2158 - val_auc: 0.9681 - 418ms/epoch - 3ms/step
Epoch 6651/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 397ms/epoch - 3ms/step
Epoch 6652/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9683 - 401ms/epoch - 3ms/step
Epoch 6653/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9690 - val_loss: 0.2157 - val_auc: 0.9681 - 403ms/epoch - 3ms/step
Epoch 6654/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9687 - val_loss: 0.2157 - val_auc: 0.9681 - 403ms/epoch - 3ms/step
Epoch 6655/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9682 - 396ms/epoch - 3ms/step
Epoch 6656/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9690 - val_loss: 0.2157 - val_auc: 0.9682 - 395ms/epoch - 3ms/step
Epoch 6657/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9689 - val_loss: 0.2155 - val_auc: 0.9684 - 395ms/epoch - 3ms/step
Epoch 6658/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9681 - 403ms/epoch - 3ms/step
Epoch 6659/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9681 - 400ms/epoch - 3ms/step
Epoch 6660/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2157 - val_auc: 0.9682 - 405ms/epoch - 3ms/step
Epoch 6661/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 404ms/epoch - 3ms/step
Epoch 6662/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9681 - 454ms/epoch - 4ms/step
Epoch 6663/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9687 - val_loss: 0.2158 - val_auc: 0.9681 - 397ms/epoch - 3ms/step
Epoch 6664/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 391ms/epoch - 3ms/step
Epoch 6665/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 340ms/epoch - 3ms/step
Epoch 6666/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 395ms/epoch - 3ms/step
Epoch 6667/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9685 - 387ms/epoch - 3ms/step
Epoch 6668/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9683 - 393ms/epoch - 3ms/step
Epoch 6669/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9682 - 398ms/epoch - 3ms/step
Epoch 6670/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9690 - val_loss: 0.2157 - val_auc: 0.9682 - 398ms/epoch - 3ms/step
Epoch 6671/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9681 - 395ms/epoch - 3ms/step
Epoch 6672/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 415ms/epoch - 3ms/step
Epoch 6673/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9681 - 376ms/epoch - 3ms/step
Epoch 6674/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 454ms/epoch - 4ms/step
Epoch 6675/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2155 - val_auc: 0.9683 - 356ms/epoch - 3ms/step
Epoch 6676/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 405ms/epoch - 3ms/step
Epoch 6677/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9681 - 449ms/epoch - 4ms/step
Epoch 6678/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9681 - 399ms/epoch - 3ms/step
Epoch 6679/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9681 - 398ms/epoch - 3ms/step
Epoch 6680/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9681 - 407ms/epoch - 3ms/step
Epoch 6681/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 404ms/epoch - 3ms/step
Epoch 6682/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9681 - 403ms/epoch - 3ms/step
Epoch 6683/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9681 - 403ms/epoch - 3ms/step
Epoch 6684/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 400ms/epoch - 3ms/step
Epoch 6685/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2155 - val_auc: 0.9682 - 401ms/epoch - 3ms/step
Epoch 6686/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9688 - val_loss: 0.2155 - val_auc: 0.9682 - 430ms/epoch - 3ms/step
Epoch 6687/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2157 - val_auc: 0.9682 - 411ms/epoch - 3ms/step
Epoch 6688/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 386ms/epoch - 3ms/step
Epoch 6689/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9683 - 427ms/epoch - 3ms/step
Epoch 6690/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2158 - val_auc: 0.9682 - 395ms/epoch - 3ms/step
Epoch 6691/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 408ms/epoch - 3ms/step
Epoch 6692/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9681 - 461ms/epoch - 4ms/step
Epoch 6693/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 393ms/epoch - 3ms/step
Epoch 6694/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 349ms/epoch - 3ms/step
Epoch 6695/10000
124/124 - 0s - loss: 0.2004 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 365ms/epoch - 3ms/step
Epoch 6696/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 387ms/epoch - 3ms/step
Epoch 6697/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2155 - val_auc: 0.9681 - 392ms/epoch - 3ms/step
Epoch 6698/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 369ms/epoch - 3ms/step
Epoch 6699/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 393ms/epoch - 3ms/step
Epoch 6700/10000
124/124 - 0s - loss: 0.2005 - auc: 0.9688 - val_loss: 0.2155 - val_auc: 0.9682 - 396ms/epoch - 3ms/step
Epoch 6701/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9681 - 390ms/epoch - 3ms/step
Epoch 6702/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9684 - 366ms/epoch - 3ms/step
Epoch 6703/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2155 - val_auc: 0.9683 - 360ms/epoch - 3ms/step
Epoch 6704/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 395ms/epoch - 3ms/step
Epoch 6705/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 398ms/epoch - 3ms/step
Epoch 6706/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 396ms/epoch - 3ms/step
Epoch 6707/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9690 - val_loss: 0.2157 - val_auc: 0.9683 - 396ms/epoch - 3ms/step
Epoch 6708/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 390ms/epoch - 3ms/step
Epoch 6709/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 398ms/epoch - 3ms/step
Epoch 6710/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 397ms/epoch - 3ms/step
Epoch 6711/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 395ms/epoch - 3ms/step
Epoch 6712/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 395ms/epoch - 3ms/step
Epoch 6713/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 397ms/epoch - 3ms/step
Epoch 6714/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 395ms/epoch - 3ms/step
Epoch 6715/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9684 - 401ms/epoch - 3ms/step
Epoch 6716/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 395ms/epoch - 3ms/step
Epoch 6717/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9684 - 402ms/epoch - 3ms/step
Epoch 6718/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 391ms/epoch - 3ms/step
Epoch 6719/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2157 - val_auc: 0.9682 - 386ms/epoch - 3ms/step
Epoch 6720/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 369ms/epoch - 3ms/step
Epoch 6721/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 402ms/epoch - 3ms/step
Epoch 6722/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 465ms/epoch - 4ms/step
Epoch 6723/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 346ms/epoch - 3ms/step
Epoch 6724/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2155 - val_auc: 0.9682 - 407ms/epoch - 3ms/step
Epoch 6725/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 393ms/epoch - 3ms/step
Epoch 6726/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 413ms/epoch - 3ms/step
Epoch 6727/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9689 - val_loss: 0.2155 - val_auc: 0.9683 - 411ms/epoch - 3ms/step
Epoch 6728/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 394ms/epoch - 3ms/step
Epoch 6729/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2155 - val_auc: 0.9682 - 397ms/epoch - 3ms/step
Epoch 6730/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2155 - val_auc: 0.9682 - 406ms/epoch - 3ms/step
Epoch 6731/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 443ms/epoch - 4ms/step
Epoch 6732/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 389ms/epoch - 3ms/step
Epoch 6733/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2157 - val_auc: 0.9682 - 399ms/epoch - 3ms/step
Epoch 6734/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9683 - 414ms/epoch - 3ms/step
Epoch 6735/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2155 - val_auc: 0.9682 - 409ms/epoch - 3ms/step
Epoch 6736/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9691 - val_loss: 0.2156 - val_auc: 0.9682 - 406ms/epoch - 3ms/step
Epoch 6737/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 416ms/epoch - 3ms/step
Epoch 6738/10000
124/124 - 0s - loss: 0.2003 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 388ms/epoch - 3ms/step
Epoch 6739/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2154 - val_auc: 0.9684 - 394ms/epoch - 3ms/step
Epoch 6740/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 450ms/epoch - 4ms/step
Epoch 6741/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9683 - 399ms/epoch - 3ms/step
Epoch 6742/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9691 - val_loss: 0.2155 - val_auc: 0.9682 - 356ms/epoch - 3ms/step
Epoch 6743/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9683 - 444ms/epoch - 4ms/step
Epoch 6744/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9688 - val_loss: 0.2156 - val_auc: 0.9683 - 366ms/epoch - 3ms/step
Epoch 6745/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 383ms/epoch - 3ms/step
Epoch 6746/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9691 - val_loss: 0.2155 - val_auc: 0.9682 - 396ms/epoch - 3ms/step
Epoch 6747/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 394ms/epoch - 3ms/step
Epoch 6748/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 382ms/epoch - 3ms/step
Epoch 6749/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 411ms/epoch - 3ms/step
Epoch 6750/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9689 - val_loss: 0.2154 - val_auc: 0.9683 - 361ms/epoch - 3ms/step
Epoch 6751/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9689 - val_loss: 0.2154 - val_auc: 0.9683 - 349ms/epoch - 3ms/step
Epoch 6752/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 395ms/epoch - 3ms/step
Epoch 6753/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9685 - 385ms/epoch - 3ms/step
Epoch 6754/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 395ms/epoch - 3ms/step
Epoch 6755/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9689 - val_loss: 0.2156 - val_auc: 0.9682 - 399ms/epoch - 3ms/step
Epoch 6756/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9689 - val_loss: 0.2154 - val_auc: 0.9684 - 448ms/epoch - 4ms/step
Epoch 6757/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9684 - 338ms/epoch - 3ms/step
Epoch 6758/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2155 - val_auc: 0.9683 - 393ms/epoch - 3ms/step
Epoch 6759/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2157 - val_auc: 0.9683 - 399ms/epoch - 3ms/step
Epoch 6760/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 401ms/epoch - 3ms/step
Epoch 6761/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9684 - 447ms/epoch - 4ms/step
Epoch 6762/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9685 - 358ms/epoch - 3ms/step
Epoch 6763/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 392ms/epoch - 3ms/step
Epoch 6764/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 399ms/epoch - 3ms/step
Epoch 6765/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9689 - val_loss: 0.2154 - val_auc: 0.9683 - 398ms/epoch - 3ms/step
Epoch 6766/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9689 - val_loss: 0.2154 - val_auc: 0.9683 - 392ms/epoch - 3ms/step
Epoch 6767/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9691 - val_loss: 0.2156 - val_auc: 0.9683 - 408ms/epoch - 3ms/step
Epoch 6768/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9683 - 410ms/epoch - 3ms/step
Epoch 6769/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2155 - val_auc: 0.9682 - 452ms/epoch - 4ms/step
Epoch 6770/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9691 - val_loss: 0.2155 - val_auc: 0.9682 - 405ms/epoch - 3ms/step
Epoch 6771/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 411ms/epoch - 3ms/step
Epoch 6772/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 385ms/epoch - 3ms/step
Epoch 6773/10000
124/124 - 0s - loss: 0.2002 - auc: 0.9689 - val_loss: 0.2154 - val_auc: 0.9683 - 394ms/epoch - 3ms/step
Epoch 6774/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9683 - 382ms/epoch - 3ms/step
Epoch 6775/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9682 - 355ms/epoch - 3ms/step
Epoch 6776/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2156 - val_auc: 0.9683 - 388ms/epoch - 3ms/step
Epoch 6777/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 445ms/epoch - 4ms/step
Epoch 6778/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9684 - 408ms/epoch - 3ms/step
Epoch 6779/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9685 - 400ms/epoch - 3ms/step
Epoch 6780/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2155 - val_auc: 0.9682 - 399ms/epoch - 3ms/step
Epoch 6781/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 401ms/epoch - 3ms/step
Epoch 6782/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9683 - 403ms/epoch - 3ms/step
Epoch 6783/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9683 - 398ms/epoch - 3ms/step
Epoch 6784/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9689 - val_loss: 0.2154 - val_auc: 0.9683 - 394ms/epoch - 3ms/step
Epoch 6785/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9683 - 402ms/epoch - 3ms/step
Epoch 6786/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9683 - 406ms/epoch - 3ms/step
Epoch 6787/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2157 - val_auc: 0.9682 - 399ms/epoch - 3ms/step
Epoch 6788/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 400ms/epoch - 3ms/step
Epoch 6789/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9684 - 404ms/epoch - 3ms/step
Epoch 6790/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 450ms/epoch - 4ms/step
Epoch 6791/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 466ms/epoch - 4ms/step
Epoch 6792/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9684 - 356ms/epoch - 3ms/step
Epoch 6793/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9684 - 411ms/epoch - 3ms/step
Epoch 6794/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9682 - 412ms/epoch - 3ms/step
Epoch 6795/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9683 - 403ms/epoch - 3ms/step
Epoch 6796/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9683 - 419ms/epoch - 3ms/step
Epoch 6797/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9684 - 382ms/epoch - 3ms/step
Epoch 6798/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9689 - val_loss: 0.2154 - val_auc: 0.9683 - 401ms/epoch - 3ms/step
Epoch 6799/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 420ms/epoch - 3ms/step
Epoch 6800/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 388ms/epoch - 3ms/step
Epoch 6801/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9683 - 397ms/epoch - 3ms/step
Epoch 6802/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9683 - 388ms/epoch - 3ms/step
Epoch 6803/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2155 - val_auc: 0.9682 - 405ms/epoch - 3ms/step
Epoch 6804/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9682 - 403ms/epoch - 3ms/step
Epoch 6805/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9684 - 413ms/epoch - 3ms/step
Epoch 6806/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9683 - 450ms/epoch - 4ms/step
Epoch 6807/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9683 - 402ms/epoch - 3ms/step
Epoch 6808/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9683 - 403ms/epoch - 3ms/step
Epoch 6809/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9691 - val_loss: 0.2155 - val_auc: 0.9683 - 402ms/epoch - 3ms/step
Epoch 6810/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9683 - 395ms/epoch - 3ms/step
Epoch 6811/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9684 - 410ms/epoch - 3ms/step
Epoch 6812/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9684 - 403ms/epoch - 3ms/step
Epoch 6813/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2155 - val_auc: 0.9683 - 460ms/epoch - 4ms/step
Epoch 6814/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9682 - 416ms/epoch - 3ms/step
Epoch 6815/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9683 - 406ms/epoch - 3ms/step
Epoch 6816/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9683 - 414ms/epoch - 3ms/step
Epoch 6817/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9689 - val_loss: 0.2154 - val_auc: 0.9683 - 459ms/epoch - 4ms/step
Epoch 6818/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9684 - 417ms/epoch - 3ms/step
Epoch 6819/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9683 - 412ms/epoch - 3ms/step
Epoch 6820/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9683 - 408ms/epoch - 3ms/step
Epoch 6821/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 375ms/epoch - 3ms/step
Epoch 6822/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9685 - 399ms/epoch - 3ms/step
Epoch 6823/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9685 - 409ms/epoch - 3ms/step
Epoch 6824/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9683 - 404ms/epoch - 3ms/step
Epoch 6825/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2155 - val_auc: 0.9683 - 404ms/epoch - 3ms/step
Epoch 6826/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9682 - 400ms/epoch - 3ms/step
Epoch 6827/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9689 - val_loss: 0.2155 - val_auc: 0.9682 - 354ms/epoch - 3ms/step
Epoch 6828/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9683 - 395ms/epoch - 3ms/step
Epoch 6829/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9692 - val_loss: 0.2154 - val_auc: 0.9683 - 397ms/epoch - 3ms/step
Epoch 6830/10000
124/124 - 0s - loss: 0.2001 - auc: 0.9689 - val_loss: 0.2155 - val_auc: 0.9683 - 438ms/epoch - 4ms/step
Epoch 6831/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9684 - 411ms/epoch - 3ms/step
Epoch 6832/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9684 - 404ms/epoch - 3ms/step
Epoch 6833/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9684 - 455ms/epoch - 4ms/step
Epoch 6834/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9683 - 346ms/epoch - 3ms/step
Epoch 6835/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9684 - 403ms/epoch - 3ms/step
Epoch 6836/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2155 - val_auc: 0.9684 - 395ms/epoch - 3ms/step
Epoch 6837/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9683 - 396ms/epoch - 3ms/step
Epoch 6838/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9684 - 402ms/epoch - 3ms/step
Epoch 6839/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 482ms/epoch - 4ms/step
Epoch 6840/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9683 - 389ms/epoch - 3ms/step
Epoch 6841/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9686 - 414ms/epoch - 3ms/step
Epoch 6842/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9686 - 377ms/epoch - 3ms/step
Epoch 6843/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2152 - val_auc: 0.9685 - 397ms/epoch - 3ms/step
Epoch 6844/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9682 - 338ms/epoch - 3ms/step
Epoch 6845/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9685 - 360ms/epoch - 3ms/step
Epoch 6846/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9683 - 346ms/epoch - 3ms/step
Epoch 6847/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9683 - 370ms/epoch - 3ms/step
Epoch 6848/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9682 - 382ms/epoch - 3ms/step
Epoch 6849/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9686 - 398ms/epoch - 3ms/step
Epoch 6850/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9685 - 401ms/epoch - 3ms/step
Epoch 6851/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9684 - 396ms/epoch - 3ms/step
Epoch 6852/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 400ms/epoch - 3ms/step
Epoch 6853/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9693 - val_loss: 0.2155 - val_auc: 0.9683 - 390ms/epoch - 3ms/step
Epoch 6854/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9692 - val_loss: 0.2153 - val_auc: 0.9684 - 405ms/epoch - 3ms/step
Epoch 6855/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9684 - 390ms/epoch - 3ms/step
Epoch 6856/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2156 - val_auc: 0.9682 - 399ms/epoch - 3ms/step
Epoch 6857/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2155 - val_auc: 0.9683 - 395ms/epoch - 3ms/step
Epoch 6858/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9683 - 410ms/epoch - 3ms/step
Epoch 6859/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9683 - 420ms/epoch - 3ms/step
Epoch 6860/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2155 - val_auc: 0.9682 - 450ms/epoch - 4ms/step
Epoch 6861/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9682 - 404ms/epoch - 3ms/step
Epoch 6862/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9684 - 411ms/epoch - 3ms/step
Epoch 6863/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9685 - 398ms/epoch - 3ms/step
Epoch 6864/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2152 - val_auc: 0.9685 - 401ms/epoch - 3ms/step
Epoch 6865/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9685 - 408ms/epoch - 3ms/step
Epoch 6866/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 391ms/epoch - 3ms/step
Epoch 6867/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9685 - 394ms/epoch - 3ms/step
Epoch 6868/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 415ms/epoch - 3ms/step
Epoch 6869/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9689 - val_loss: 0.2153 - val_auc: 0.9684 - 414ms/epoch - 3ms/step
Epoch 6870/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9684 - 426ms/epoch - 3ms/step
Epoch 6871/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9690 - val_loss: 0.2152 - val_auc: 0.9685 - 388ms/epoch - 3ms/step
Epoch 6872/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9684 - 405ms/epoch - 3ms/step
Epoch 6873/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 407ms/epoch - 3ms/step
Epoch 6874/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9692 - val_loss: 0.2153 - val_auc: 0.9684 - 445ms/epoch - 4ms/step
Epoch 6875/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9690 - val_loss: 0.2152 - val_auc: 0.9686 - 398ms/epoch - 3ms/step
Epoch 6876/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 353ms/epoch - 3ms/step
Epoch 6877/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9685 - 413ms/epoch - 3ms/step
Epoch 6878/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 405ms/epoch - 3ms/step
Epoch 6879/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 405ms/epoch - 3ms/step
Epoch 6880/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2153 - val_auc: 0.9684 - 404ms/epoch - 3ms/step
Epoch 6881/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 402ms/epoch - 3ms/step
Epoch 6882/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9684 - 397ms/epoch - 3ms/step
Epoch 6883/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9684 - 402ms/epoch - 3ms/step
Epoch 6884/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2153 - val_auc: 0.9684 - 403ms/epoch - 3ms/step
Epoch 6885/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 388ms/epoch - 3ms/step
Epoch 6886/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2156 - val_auc: 0.9682 - 393ms/epoch - 3ms/step
Epoch 6887/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9686 - 397ms/epoch - 3ms/step
Epoch 6888/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 399ms/epoch - 3ms/step
Epoch 6889/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 397ms/epoch - 3ms/step
Epoch 6890/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 390ms/epoch - 3ms/step
Epoch 6891/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 482ms/epoch - 4ms/step
Epoch 6892/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 332ms/epoch - 3ms/step
Epoch 6893/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9684 - 463ms/epoch - 4ms/step
Epoch 6894/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9692 - val_loss: 0.2153 - val_auc: 0.9684 - 347ms/epoch - 3ms/step
Epoch 6895/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9692 - val_loss: 0.2154 - val_auc: 0.9684 - 381ms/epoch - 3ms/step
Epoch 6896/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9683 - 368ms/epoch - 3ms/step
Epoch 6897/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9685 - 393ms/epoch - 3ms/step
Epoch 6898/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9683 - 396ms/epoch - 3ms/step
Epoch 6899/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9684 - 396ms/epoch - 3ms/step
Epoch 6900/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 398ms/epoch - 3ms/step
Epoch 6901/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9684 - 401ms/epoch - 3ms/step
Epoch 6902/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9692 - val_loss: 0.2154 - val_auc: 0.9685 - 392ms/epoch - 3ms/step
Epoch 6903/10000
124/124 - 0s - loss: 0.2000 - auc: 0.9690 - val_loss: 0.2154 - val_auc: 0.9684 - 391ms/epoch - 3ms/step
Epoch 6904/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9690 - val_loss: 0.2151 - val_auc: 0.9686 - 394ms/epoch - 3ms/step
Epoch 6905/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9684 - 400ms/epoch - 3ms/step
Epoch 6906/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9684 - 406ms/epoch - 3ms/step
Epoch 6907/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9690 - val_loss: 0.2152 - val_auc: 0.9684 - 409ms/epoch - 3ms/step
Epoch 6908/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9683 - 408ms/epoch - 3ms/step
Epoch 6909/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9684 - 461ms/epoch - 4ms/step
Epoch 6910/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9685 - 409ms/epoch - 3ms/step
Epoch 6911/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9692 - val_loss: 0.2153 - val_auc: 0.9684 - 399ms/epoch - 3ms/step
Epoch 6912/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9684 - 413ms/epoch - 3ms/step
Epoch 6913/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2153 - val_auc: 0.9684 - 460ms/epoch - 4ms/step
Epoch 6914/10000
124/124 - 1s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9684 - 577ms/epoch - 5ms/step
Epoch 6915/10000
124/124 - 0s - loss: 0.1999 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9685 - 441ms/epoch - 4ms/step
Epoch 6916/10000
124/124 - 1s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 692ms/epoch - 6ms/step
Epoch 6917/10000
124/124 - 1s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9685 - 603ms/epoch - 5ms/step
Epoch 6918/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9684 - 384ms/epoch - 3ms/step
Epoch 6919/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9683 - 419ms/epoch - 3ms/step
Epoch 6920/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9686 - 382ms/epoch - 3ms/step
Epoch 6921/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9684 - 390ms/epoch - 3ms/step
Epoch 6922/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2151 - val_auc: 0.9686 - 404ms/epoch - 3ms/step
Epoch 6923/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9686 - 409ms/epoch - 3ms/step
Epoch 6924/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9690 - val_loss: 0.2151 - val_auc: 0.9686 - 413ms/epoch - 3ms/step
Epoch 6925/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9693 - val_loss: 0.2152 - val_auc: 0.9684 - 398ms/epoch - 3ms/step
Epoch 6926/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 448ms/epoch - 4ms/step
Epoch 6927/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2154 - val_auc: 0.9685 - 409ms/epoch - 3ms/step
Epoch 6928/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9683 - 388ms/epoch - 3ms/step
Epoch 6929/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9685 - 392ms/epoch - 3ms/step
Epoch 6930/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2153 - val_auc: 0.9683 - 403ms/epoch - 3ms/step
Epoch 6931/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2153 - val_auc: 0.9684 - 406ms/epoch - 3ms/step
Epoch 6932/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9690 - val_loss: 0.2153 - val_auc: 0.9684 - 412ms/epoch - 3ms/step
Epoch 6933/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2154 - val_auc: 0.9684 - 409ms/epoch - 3ms/step
Epoch 6934/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9684 - 411ms/epoch - 3ms/step
Epoch 6935/10000
124/124 - 0s - loss: 0.1998 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9685 - 446ms/epoch - 4ms/step
Epoch 6936/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 413ms/epoch - 3ms/step
Epoch 6937/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 410ms/epoch - 3ms/step
Epoch 6938/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 409ms/epoch - 3ms/step
Epoch 6939/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9685 - 386ms/epoch - 3ms/step
Epoch 6940/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9685 - 403ms/epoch - 3ms/step
Epoch 6941/10000
124/124 - 1s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9685 - 536ms/epoch - 4ms/step
Epoch 6942/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 372ms/epoch - 3ms/step
Epoch 6943/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9684 - 405ms/epoch - 3ms/step
Epoch 6944/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 412ms/epoch - 3ms/step
Epoch 6945/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9693 - val_loss: 0.2154 - val_auc: 0.9684 - 406ms/epoch - 3ms/step
Epoch 6946/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 405ms/epoch - 3ms/step
Epoch 6947/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 400ms/epoch - 3ms/step
Epoch 6948/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9686 - 399ms/epoch - 3ms/step
Epoch 6949/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9693 - val_loss: 0.2152 - val_auc: 0.9685 - 385ms/epoch - 3ms/step
Epoch 6950/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 403ms/epoch - 3ms/step
Epoch 6951/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9685 - 406ms/epoch - 3ms/step
Epoch 6952/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9684 - 457ms/epoch - 4ms/step
Epoch 6953/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 408ms/epoch - 3ms/step
Epoch 6954/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2153 - val_auc: 0.9685 - 405ms/epoch - 3ms/step
Epoch 6955/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 418ms/epoch - 3ms/step
Epoch 6956/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2151 - val_auc: 0.9685 - 390ms/epoch - 3ms/step
Epoch 6957/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9693 - val_loss: 0.2152 - val_auc: 0.9684 - 403ms/epoch - 3ms/step
Epoch 6958/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2151 - val_auc: 0.9685 - 402ms/epoch - 3ms/step
Epoch 6959/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 461ms/epoch - 4ms/step
Epoch 6960/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9685 - 413ms/epoch - 3ms/step
Epoch 6961/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2154 - val_auc: 0.9684 - 413ms/epoch - 3ms/step
Epoch 6962/10000
124/124 - 1s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 508ms/epoch - 4ms/step
Epoch 6963/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9686 - 354ms/epoch - 3ms/step
Epoch 6964/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9686 - 409ms/epoch - 3ms/step
Epoch 6965/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9685 - 419ms/epoch - 3ms/step
Epoch 6966/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2154 - val_auc: 0.9685 - 405ms/epoch - 3ms/step
Epoch 6967/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 446ms/epoch - 4ms/step
Epoch 6968/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 407ms/epoch - 3ms/step
Epoch 6969/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9693 - val_loss: 0.2154 - val_auc: 0.9684 - 415ms/epoch - 3ms/step
Epoch 6970/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 397ms/epoch - 3ms/step
Epoch 6971/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 401ms/epoch - 3ms/step
Epoch 6972/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2151 - val_auc: 0.9686 - 411ms/epoch - 3ms/step
Epoch 6973/10000
124/124 - 0s - loss: 0.1997 - auc: 0.9691 - val_loss: 0.2151 - val_auc: 0.9686 - 389ms/epoch - 3ms/step
Epoch 6974/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 405ms/epoch - 3ms/step
Epoch 6975/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2151 - val_auc: 0.9685 - 409ms/epoch - 3ms/step
Epoch 6976/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 376ms/epoch - 3ms/step
Epoch 6977/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9693 - val_loss: 0.2152 - val_auc: 0.9685 - 407ms/epoch - 3ms/step
Epoch 6978/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9687 - 446ms/epoch - 4ms/step
Epoch 6979/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2151 - val_auc: 0.9685 - 352ms/epoch - 3ms/step
Epoch 6980/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 448ms/epoch - 4ms/step
Epoch 6981/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2151 - val_auc: 0.9685 - 410ms/epoch - 3ms/step
Epoch 6982/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2151 - val_auc: 0.9685 - 409ms/epoch - 3ms/step
Epoch 6983/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 406ms/epoch - 3ms/step
Epoch 6984/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9684 - 398ms/epoch - 3ms/step
Epoch 6985/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9684 - 462ms/epoch - 4ms/step
Epoch 6986/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 423ms/epoch - 3ms/step
Epoch 6987/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9686 - 393ms/epoch - 3ms/step
Epoch 6988/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9693 - val_loss: 0.2152 - val_auc: 0.9685 - 402ms/epoch - 3ms/step
Epoch 6989/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9684 - 399ms/epoch - 3ms/step
Epoch 6990/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9686 - 410ms/epoch - 3ms/step
Epoch 6991/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9686 - 385ms/epoch - 3ms/step
Epoch 6992/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9686 - 388ms/epoch - 3ms/step
Epoch 6993/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 392ms/epoch - 3ms/step
Epoch 6994/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 395ms/epoch - 3ms/step
Epoch 6995/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9684 - 401ms/epoch - 3ms/step
Epoch 6996/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2153 - val_auc: 0.9684 - 386ms/epoch - 3ms/step
Epoch 6997/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2153 - val_auc: 0.9684 - 398ms/epoch - 3ms/step
Epoch 6998/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 400ms/epoch - 3ms/step
Epoch 6999/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 400ms/epoch - 3ms/step
Epoch 7000/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9693 - val_loss: 0.2153 - val_auc: 0.9684 - 411ms/epoch - 3ms/step
Epoch 7001/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 378ms/epoch - 3ms/step
Epoch 7002/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2151 - val_auc: 0.9685 - 411ms/epoch - 3ms/step
Epoch 7003/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 413ms/epoch - 3ms/step
Epoch 7004/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 407ms/epoch - 3ms/step
Epoch 7005/10000
124/124 - 1s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 528ms/epoch - 4ms/step
Epoch 7006/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9686 - 376ms/epoch - 3ms/step
Epoch 7007/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 450ms/epoch - 4ms/step
Epoch 7008/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9691 - val_loss: 0.2153 - val_auc: 0.9684 - 408ms/epoch - 3ms/step
Epoch 7009/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9684 - 452ms/epoch - 4ms/step
Epoch 7010/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9693 - val_loss: 0.2153 - val_auc: 0.9685 - 363ms/epoch - 3ms/step
Epoch 7011/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9684 - 412ms/epoch - 3ms/step
Epoch 7012/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 461ms/epoch - 4ms/step
Epoch 7013/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9692 - val_loss: 0.2154 - val_auc: 0.9684 - 411ms/epoch - 3ms/step
Epoch 7014/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9686 - 416ms/epoch - 3ms/step
Epoch 7015/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 385ms/epoch - 3ms/step
Epoch 7016/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9686 - 464ms/epoch - 4ms/step
Epoch 7017/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9691 - val_loss: 0.2150 - val_auc: 0.9685 - 405ms/epoch - 3ms/step
Epoch 7018/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9693 - val_loss: 0.2152 - val_auc: 0.9684 - 399ms/epoch - 3ms/step
Epoch 7019/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9684 - 445ms/epoch - 4ms/step
Epoch 7020/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9693 - val_loss: 0.2152 - val_auc: 0.9684 - 406ms/epoch - 3ms/step
Epoch 7021/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9686 - 360ms/epoch - 3ms/step
Epoch 7022/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 407ms/epoch - 3ms/step
Epoch 7023/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9684 - 451ms/epoch - 4ms/step
Epoch 7024/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 411ms/epoch - 3ms/step
Epoch 7025/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9685 - 420ms/epoch - 3ms/step
Epoch 7026/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9686 - 382ms/epoch - 3ms/step
Epoch 7027/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9686 - 404ms/epoch - 3ms/step
Epoch 7028/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9686 - 395ms/epoch - 3ms/step
Epoch 7029/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 403ms/epoch - 3ms/step
Epoch 7030/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 405ms/epoch - 3ms/step
Epoch 7031/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 394ms/epoch - 3ms/step
Epoch 7032/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9691 - val_loss: 0.2150 - val_auc: 0.9686 - 396ms/epoch - 3ms/step
Epoch 7033/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 409ms/epoch - 3ms/step
Epoch 7034/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 450ms/epoch - 4ms/step
Epoch 7035/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9685 - 393ms/epoch - 3ms/step
Epoch 7036/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 397ms/epoch - 3ms/step
Epoch 7037/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 346ms/epoch - 3ms/step
Epoch 7038/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9685 - 411ms/epoch - 3ms/step
Epoch 7039/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 431ms/epoch - 3ms/step
Epoch 7040/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9685 - 396ms/epoch - 3ms/step
Epoch 7041/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9685 - 403ms/epoch - 3ms/step
Epoch 7042/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 411ms/epoch - 3ms/step
Epoch 7043/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 399ms/epoch - 3ms/step
Epoch 7044/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 376ms/epoch - 3ms/step
Epoch 7045/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 362ms/epoch - 3ms/step
Epoch 7046/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 376ms/epoch - 3ms/step
Epoch 7047/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9686 - 392ms/epoch - 3ms/step
Epoch 7048/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9686 - 410ms/epoch - 3ms/step
Epoch 7049/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9686 - 449ms/epoch - 4ms/step
Epoch 7050/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 411ms/epoch - 3ms/step
Epoch 7051/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9691 - val_loss: 0.2151 - val_auc: 0.9684 - 413ms/epoch - 3ms/step
Epoch 7052/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9685 - 401ms/epoch - 3ms/step
Epoch 7053/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2152 - val_auc: 0.9685 - 402ms/epoch - 3ms/step
Epoch 7054/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 399ms/epoch - 3ms/step
Epoch 7055/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9691 - val_loss: 0.2150 - val_auc: 0.9686 - 397ms/epoch - 3ms/step
Epoch 7056/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 398ms/epoch - 3ms/step
Epoch 7057/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 407ms/epoch - 3ms/step
Epoch 7058/10000
124/124 - 0s - loss: 0.1996 - auc: 0.9691 - val_loss: 0.2151 - val_auc: 0.9686 - 450ms/epoch - 4ms/step
Epoch 7059/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 404ms/epoch - 3ms/step
Epoch 7060/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 402ms/epoch - 3ms/step
Epoch 7061/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 417ms/epoch - 3ms/step
Epoch 7062/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 412ms/epoch - 3ms/step
Epoch 7063/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9686 - 410ms/epoch - 3ms/step
Epoch 7064/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 384ms/epoch - 3ms/step
Epoch 7065/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 398ms/epoch - 3ms/step
Epoch 7066/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9691 - val_loss: 0.2150 - val_auc: 0.9686 - 420ms/epoch - 3ms/step
Epoch 7067/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 405ms/epoch - 3ms/step
Epoch 7068/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2153 - val_auc: 0.9685 - 412ms/epoch - 3ms/step
Epoch 7069/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9686 - 392ms/epoch - 3ms/step
Epoch 7070/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9687 - 406ms/epoch - 3ms/step
Epoch 7071/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 404ms/epoch - 3ms/step
Epoch 7072/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 404ms/epoch - 3ms/step
Epoch 7073/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9691 - val_loss: 0.2152 - val_auc: 0.9684 - 370ms/epoch - 3ms/step
Epoch 7074/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9691 - val_loss: 0.2149 - val_auc: 0.9687 - 382ms/epoch - 3ms/step
Epoch 7075/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 392ms/epoch - 3ms/step
Epoch 7076/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9684 - 410ms/epoch - 3ms/step
Epoch 7077/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9694 - val_loss: 0.2151 - val_auc: 0.9685 - 401ms/epoch - 3ms/step
Epoch 7078/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9685 - 407ms/epoch - 3ms/step
Epoch 7079/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 395ms/epoch - 3ms/step
Epoch 7080/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2152 - val_auc: 0.9685 - 454ms/epoch - 4ms/step
Epoch 7081/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 409ms/epoch - 3ms/step
Epoch 7082/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9686 - 413ms/epoch - 3ms/step
Epoch 7083/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 463ms/epoch - 4ms/step
Epoch 7084/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9694 - val_loss: 0.2151 - val_auc: 0.9685 - 367ms/epoch - 3ms/step
Epoch 7085/10000
124/124 - 0s - loss: 0.1995 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 382ms/epoch - 3ms/step
Epoch 7086/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 449ms/epoch - 4ms/step
Epoch 7087/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9685 - 420ms/epoch - 3ms/step
Epoch 7088/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 404ms/epoch - 3ms/step
Epoch 7089/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 410ms/epoch - 3ms/step
Epoch 7090/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2153 - val_auc: 0.9685 - 400ms/epoch - 3ms/step
Epoch 7091/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9687 - 405ms/epoch - 3ms/step
Epoch 7092/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9687 - 407ms/epoch - 3ms/step
Epoch 7093/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 404ms/epoch - 3ms/step
Epoch 7094/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2151 - val_auc: 0.9685 - 400ms/epoch - 3ms/step
Epoch 7095/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 396ms/epoch - 3ms/step
Epoch 7096/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 403ms/epoch - 3ms/step
Epoch 7097/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9685 - 410ms/epoch - 3ms/step
Epoch 7098/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 417ms/epoch - 3ms/step
Epoch 7099/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 435ms/epoch - 4ms/step
Epoch 7100/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 405ms/epoch - 3ms/step
Epoch 7101/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9685 - 404ms/epoch - 3ms/step
Epoch 7102/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 407ms/epoch - 3ms/step
Epoch 7103/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 403ms/epoch - 3ms/step
Epoch 7104/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 410ms/epoch - 3ms/step
Epoch 7105/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 458ms/epoch - 4ms/step
Epoch 7106/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 413ms/epoch - 3ms/step
Epoch 7107/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 405ms/epoch - 3ms/step
Epoch 7108/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9686 - 400ms/epoch - 3ms/step
Epoch 7109/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 391ms/epoch - 3ms/step
Epoch 7110/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 402ms/epoch - 3ms/step
Epoch 7111/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 417ms/epoch - 3ms/step
Epoch 7112/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9692 - val_loss: 0.2148 - val_auc: 0.9687 - 448ms/epoch - 4ms/step
Epoch 7113/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9692 - val_loss: 0.2149 - val_auc: 0.9687 - 407ms/epoch - 3ms/step
Epoch 7114/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9692 - val_loss: 0.2149 - val_auc: 0.9687 - 405ms/epoch - 3ms/step
Epoch 7115/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 412ms/epoch - 3ms/step
Epoch 7116/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 400ms/epoch - 3ms/step
Epoch 7117/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 456ms/epoch - 4ms/step
Epoch 7118/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9692 - val_loss: 0.2152 - val_auc: 0.9686 - 351ms/epoch - 3ms/step
Epoch 7119/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 386ms/epoch - 3ms/step
Epoch 7120/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 411ms/epoch - 3ms/step
Epoch 7121/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9691 - val_loss: 0.2149 - val_auc: 0.9686 - 438ms/epoch - 4ms/step
Epoch 7122/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 403ms/epoch - 3ms/step
Epoch 7123/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 400ms/epoch - 3ms/step
Epoch 7124/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9686 - 349ms/epoch - 3ms/step
Epoch 7125/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9686 - 444ms/epoch - 4ms/step
Epoch 7126/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 342ms/epoch - 3ms/step
Epoch 7127/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9692 - val_loss: 0.2151 - val_auc: 0.9687 - 433ms/epoch - 3ms/step
Epoch 7128/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9685 - 349ms/epoch - 3ms/step
Epoch 7129/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 402ms/epoch - 3ms/step
Epoch 7130/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 451ms/epoch - 4ms/step
Epoch 7131/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 406ms/epoch - 3ms/step
Epoch 7132/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 402ms/epoch - 3ms/step
Epoch 7133/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9686 - 405ms/epoch - 3ms/step
Epoch 7134/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9691 - val_loss: 0.2150 - val_auc: 0.9686 - 395ms/epoch - 3ms/step
Epoch 7135/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 394ms/epoch - 3ms/step
Epoch 7136/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2151 - val_auc: 0.9685 - 401ms/epoch - 3ms/step
Epoch 7137/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9686 - 383ms/epoch - 3ms/step
Epoch 7138/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 405ms/epoch - 3ms/step
Epoch 7139/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9685 - 402ms/epoch - 3ms/step
Epoch 7140/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 399ms/epoch - 3ms/step
Epoch 7141/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9687 - 401ms/epoch - 3ms/step
Epoch 7142/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 395ms/epoch - 3ms/step
Epoch 7143/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 399ms/epoch - 3ms/step
Epoch 7144/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 407ms/epoch - 3ms/step
Epoch 7145/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2151 - val_auc: 0.9686 - 427ms/epoch - 3ms/step
Epoch 7146/10000
124/124 - 0s - loss: 0.1994 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9686 - 439ms/epoch - 4ms/step
Epoch 7147/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 410ms/epoch - 3ms/step
Epoch 7148/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 418ms/epoch - 3ms/step
Epoch 7149/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9692 - val_loss: 0.2150 - val_auc: 0.9687 - 397ms/epoch - 3ms/step
Epoch 7150/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 466ms/epoch - 4ms/step
Epoch 7151/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 412ms/epoch - 3ms/step
Epoch 7152/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2148 - val_auc: 0.9687 - 396ms/epoch - 3ms/step
Epoch 7153/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 398ms/epoch - 3ms/step
Epoch 7154/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2151 - val_auc: 0.9686 - 403ms/epoch - 3ms/step
Epoch 7155/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9686 - 407ms/epoch - 3ms/step
Epoch 7156/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 405ms/epoch - 3ms/step
Epoch 7157/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 452ms/epoch - 4ms/step
Epoch 7158/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 407ms/epoch - 3ms/step
Epoch 7159/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 411ms/epoch - 3ms/step
Epoch 7160/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 418ms/epoch - 3ms/step
Epoch 7161/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 384ms/epoch - 3ms/step
Epoch 7162/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9692 - val_loss: 0.2148 - val_auc: 0.9687 - 391ms/epoch - 3ms/step
Epoch 7163/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 404ms/epoch - 3ms/step
Epoch 7164/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2151 - val_auc: 0.9686 - 402ms/epoch - 3ms/step
Epoch 7165/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 394ms/epoch - 3ms/step
Epoch 7166/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9686 - 406ms/epoch - 3ms/step
Epoch 7167/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9685 - 403ms/epoch - 3ms/step
Epoch 7168/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9687 - 397ms/epoch - 3ms/step
Epoch 7169/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2151 - val_auc: 0.9685 - 391ms/epoch - 3ms/step
Epoch 7170/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9691 - val_loss: 0.2150 - val_auc: 0.9686 - 392ms/epoch - 3ms/step
Epoch 7171/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 394ms/epoch - 3ms/step
Epoch 7172/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2152 - val_auc: 0.9686 - 394ms/epoch - 3ms/step
Epoch 7173/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 395ms/epoch - 3ms/step
Epoch 7174/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9692 - val_loss: 0.2148 - val_auc: 0.9687 - 400ms/epoch - 3ms/step
Epoch 7175/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 402ms/epoch - 3ms/step
Epoch 7176/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9686 - 398ms/epoch - 3ms/step
Epoch 7177/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2148 - val_auc: 0.9687 - 399ms/epoch - 3ms/step
Epoch 7178/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9686 - 387ms/epoch - 3ms/step
Epoch 7179/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2151 - val_auc: 0.9685 - 397ms/epoch - 3ms/step
Epoch 7180/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2151 - val_auc: 0.9686 - 395ms/epoch - 3ms/step
Epoch 7181/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 405ms/epoch - 3ms/step
Epoch 7182/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9686 - 393ms/epoch - 3ms/step
Epoch 7183/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 383ms/epoch - 3ms/step
Epoch 7184/10000
124/124 - 0s - loss: 0.1993 - auc: 0.9692 - val_loss: 0.2149 - val_auc: 0.9686 - 394ms/epoch - 3ms/step
Epoch 7185/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 407ms/epoch - 3ms/step
Epoch 7186/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 388ms/epoch - 3ms/step
Epoch 7187/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9692 - val_loss: 0.2149 - val_auc: 0.9687 - 397ms/epoch - 3ms/step
Epoch 7188/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 419ms/epoch - 3ms/step
Epoch 7189/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 374ms/epoch - 3ms/step
Epoch 7190/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 399ms/epoch - 3ms/step
Epoch 7191/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9694 - val_loss: 0.2151 - val_auc: 0.9686 - 398ms/epoch - 3ms/step
Epoch 7192/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9685 - 408ms/epoch - 3ms/step
Epoch 7193/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 404ms/epoch - 3ms/step
Epoch 7194/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 407ms/epoch - 3ms/step
Epoch 7195/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 457ms/epoch - 4ms/step
Epoch 7196/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9686 - 397ms/epoch - 3ms/step
Epoch 7197/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9688 - 397ms/epoch - 3ms/step
Epoch 7198/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 393ms/epoch - 3ms/step
Epoch 7199/10000
124/124 - 0s - loss: 0.1992 - auc: 0.9693 - val_loss: 0.2148 - val_auc: 0.9687 - 409ms/epoch - 3ms/step
Epoch 7200/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 411ms/epoch - 3ms/step
Epoch 7201/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 403ms/epoch - 3ms/step
Epoch 7202/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 408ms/epoch - 3ms/step
Epoch 7203/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 400ms/epoch - 3ms/step
Epoch 7204/10000
124/124 - 1s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9686 - 526ms/epoch - 4ms/step
Epoch 7205/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 387ms/epoch - 3ms/step
Epoch 7206/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 397ms/epoch - 3ms/step
Epoch 7207/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9686 - 463ms/epoch - 4ms/step
Epoch 7208/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2148 - val_auc: 0.9688 - 489ms/epoch - 4ms/step
Epoch 7209/10000
124/124 - 1s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 585ms/epoch - 5ms/step
Epoch 7210/10000
124/124 - 1s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 512ms/epoch - 4ms/step
Epoch 7211/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 410ms/epoch - 3ms/step
Epoch 7212/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 406ms/epoch - 3ms/step
Epoch 7213/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 393ms/epoch - 3ms/step
Epoch 7214/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2148 - val_auc: 0.9687 - 396ms/epoch - 3ms/step
Epoch 7215/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 392ms/epoch - 3ms/step
Epoch 7216/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 406ms/epoch - 3ms/step
Epoch 7217/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9686 - 391ms/epoch - 3ms/step
Epoch 7218/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2148 - val_auc: 0.9687 - 403ms/epoch - 3ms/step
Epoch 7219/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 410ms/epoch - 3ms/step
Epoch 7220/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9695 - val_loss: 0.2149 - val_auc: 0.9686 - 400ms/epoch - 3ms/step
Epoch 7221/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9689 - 405ms/epoch - 3ms/step
Epoch 7222/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 406ms/epoch - 3ms/step
Epoch 7223/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9695 - val_loss: 0.2149 - val_auc: 0.9687 - 402ms/epoch - 3ms/step
Epoch 7224/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2151 - val_auc: 0.9687 - 399ms/epoch - 3ms/step
Epoch 7225/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 392ms/epoch - 3ms/step
Epoch 7226/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 411ms/epoch - 3ms/step
Epoch 7227/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9686 - 430ms/epoch - 3ms/step
Epoch 7228/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9688 - 495ms/epoch - 4ms/step
Epoch 7229/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2148 - val_auc: 0.9688 - 374ms/epoch - 3ms/step
Epoch 7230/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2148 - val_auc: 0.9687 - 455ms/epoch - 4ms/step
Epoch 7231/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9686 - 333ms/epoch - 3ms/step
Epoch 7232/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9686 - 388ms/epoch - 3ms/step
Epoch 7233/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 469ms/epoch - 4ms/step
Epoch 7234/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9685 - 349ms/epoch - 3ms/step
Epoch 7235/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 386ms/epoch - 3ms/step
Epoch 7236/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9686 - 416ms/epoch - 3ms/step
Epoch 7237/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9685 - 404ms/epoch - 3ms/step
Epoch 7238/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2148 - val_auc: 0.9687 - 419ms/epoch - 3ms/step
Epoch 7239/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9695 - val_loss: 0.2149 - val_auc: 0.9686 - 424ms/epoch - 3ms/step
Epoch 7240/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9687 - 455ms/epoch - 4ms/step
Epoch 7241/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 418ms/epoch - 3ms/step
Epoch 7242/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9687 - 409ms/epoch - 3ms/step
Epoch 7243/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2147 - val_auc: 0.9688 - 451ms/epoch - 4ms/step
Epoch 7244/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2147 - val_auc: 0.9688 - 410ms/epoch - 3ms/step
Epoch 7245/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 411ms/epoch - 3ms/step
Epoch 7246/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9686 - 414ms/epoch - 3ms/step
Epoch 7247/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 466ms/epoch - 4ms/step
Epoch 7248/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9696 - val_loss: 0.2148 - val_auc: 0.9687 - 407ms/epoch - 3ms/step
Epoch 7249/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 406ms/epoch - 3ms/step
Epoch 7250/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9693 - val_loss: 0.2148 - val_auc: 0.9687 - 459ms/epoch - 4ms/step
Epoch 7251/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9687 - 414ms/epoch - 3ms/step
Epoch 7252/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9687 - 403ms/epoch - 3ms/step
Epoch 7253/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 402ms/epoch - 3ms/step
Epoch 7254/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2147 - val_auc: 0.9688 - 464ms/epoch - 4ms/step
Epoch 7255/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 410ms/epoch - 3ms/step
Epoch 7256/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2149 - val_auc: 0.9687 - 417ms/epoch - 3ms/step
Epoch 7257/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9686 - 401ms/epoch - 3ms/step
Epoch 7258/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9686 - 387ms/epoch - 3ms/step
Epoch 7259/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9687 - 405ms/epoch - 3ms/step
Epoch 7260/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9686 - 409ms/epoch - 3ms/step
Epoch 7261/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9688 - 397ms/epoch - 3ms/step
Epoch 7262/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2148 - val_auc: 0.9686 - 389ms/epoch - 3ms/step
Epoch 7263/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 386ms/epoch - 3ms/step
Epoch 7264/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9693 - val_loss: 0.2147 - val_auc: 0.9688 - 399ms/epoch - 3ms/step
Epoch 7265/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 400ms/epoch - 3ms/step
Epoch 7266/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 408ms/epoch - 3ms/step
Epoch 7267/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 485ms/epoch - 4ms/step
Epoch 7268/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9696 - val_loss: 0.2147 - val_auc: 0.9688 - 328ms/epoch - 3ms/step
Epoch 7269/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 404ms/epoch - 3ms/step
Epoch 7270/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2150 - val_auc: 0.9686 - 448ms/epoch - 4ms/step
Epoch 7271/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9687 - 413ms/epoch - 3ms/step
Epoch 7272/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9696 - val_loss: 0.2147 - val_auc: 0.9688 - 400ms/epoch - 3ms/step
Epoch 7273/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2149 - val_auc: 0.9686 - 407ms/epoch - 3ms/step
Epoch 7274/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 421ms/epoch - 3ms/step
Epoch 7275/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9686 - 418ms/epoch - 3ms/step
Epoch 7276/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 411ms/epoch - 3ms/step
Epoch 7277/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9686 - 408ms/epoch - 3ms/step
Epoch 7278/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 386ms/epoch - 3ms/step
Epoch 7279/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 413ms/epoch - 3ms/step
Epoch 7280/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9687 - 382ms/epoch - 3ms/step
Epoch 7281/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2146 - val_auc: 0.9689 - 401ms/epoch - 3ms/step
Epoch 7282/10000
124/124 - 0s - loss: 0.1991 - auc: 0.9693 - val_loss: 0.2147 - val_auc: 0.9689 - 377ms/epoch - 3ms/step
Epoch 7283/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9687 - 393ms/epoch - 3ms/step
Epoch 7284/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9688 - 403ms/epoch - 3ms/step
Epoch 7285/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 404ms/epoch - 3ms/step
Epoch 7286/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9687 - 410ms/epoch - 3ms/step
Epoch 7287/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 411ms/epoch - 3ms/step
Epoch 7288/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9688 - 469ms/epoch - 4ms/step
Epoch 7289/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 397ms/epoch - 3ms/step
Epoch 7290/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 413ms/epoch - 3ms/step
Epoch 7291/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 453ms/epoch - 4ms/step
Epoch 7292/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 413ms/epoch - 3ms/step
Epoch 7293/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 413ms/epoch - 3ms/step
Epoch 7294/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 415ms/epoch - 3ms/step
Epoch 7295/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 466ms/epoch - 4ms/step
Epoch 7296/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9687 - 411ms/epoch - 3ms/step
Epoch 7297/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9689 - 396ms/epoch - 3ms/step
Epoch 7298/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2146 - val_auc: 0.9689 - 470ms/epoch - 4ms/step
Epoch 7299/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2149 - val_auc: 0.9687 - 397ms/epoch - 3ms/step
Epoch 7300/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2149 - val_auc: 0.9687 - 410ms/epoch - 3ms/step
Epoch 7301/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 409ms/epoch - 3ms/step
Epoch 7302/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9693 - val_loss: 0.2148 - val_auc: 0.9687 - 403ms/epoch - 3ms/step
Epoch 7303/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9693 - val_loss: 0.2147 - val_auc: 0.9688 - 412ms/epoch - 3ms/step
Epoch 7304/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 454ms/epoch - 4ms/step
Epoch 7305/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9686 - 399ms/epoch - 3ms/step
Epoch 7306/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9687 - 394ms/epoch - 3ms/step
Epoch 7307/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9686 - 408ms/epoch - 3ms/step
Epoch 7308/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2150 - val_auc: 0.9686 - 397ms/epoch - 3ms/step
Epoch 7309/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9688 - 409ms/epoch - 3ms/step
Epoch 7310/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9687 - 426ms/epoch - 3ms/step
Epoch 7311/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9687 - 389ms/epoch - 3ms/step
Epoch 7312/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9686 - 457ms/epoch - 4ms/step
Epoch 7313/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9689 - 412ms/epoch - 3ms/step
Epoch 7314/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 404ms/epoch - 3ms/step
Epoch 7315/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9688 - 403ms/epoch - 3ms/step
Epoch 7316/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9687 - 408ms/epoch - 3ms/step
Epoch 7317/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9696 - val_loss: 0.2148 - val_auc: 0.9687 - 452ms/epoch - 4ms/step
Epoch 7318/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9688 - 422ms/epoch - 3ms/step
Epoch 7319/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2149 - val_auc: 0.9687 - 415ms/epoch - 3ms/step
Epoch 7320/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9688 - 456ms/epoch - 4ms/step
Epoch 7321/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 410ms/epoch - 3ms/step
Epoch 7322/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 402ms/epoch - 3ms/step
Epoch 7323/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 400ms/epoch - 3ms/step
Epoch 7324/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2149 - val_auc: 0.9688 - 456ms/epoch - 4ms/step
Epoch 7325/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 427ms/epoch - 3ms/step
Epoch 7326/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 392ms/epoch - 3ms/step
Epoch 7327/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9687 - 395ms/epoch - 3ms/step
Epoch 7328/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9687 - 404ms/epoch - 3ms/step
Epoch 7329/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9687 - 427ms/epoch - 3ms/step
Epoch 7330/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9688 - 402ms/epoch - 3ms/step
Epoch 7331/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 399ms/epoch - 3ms/step
Epoch 7332/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 409ms/epoch - 3ms/step
Epoch 7333/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 440ms/epoch - 4ms/step
Epoch 7334/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 410ms/epoch - 3ms/step
Epoch 7335/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 407ms/epoch - 3ms/step
Epoch 7336/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 406ms/epoch - 3ms/step
Epoch 7337/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9689 - 404ms/epoch - 3ms/step
Epoch 7338/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 458ms/epoch - 4ms/step
Epoch 7339/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 404ms/epoch - 3ms/step
Epoch 7340/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9697 - val_loss: 0.2149 - val_auc: 0.9686 - 400ms/epoch - 3ms/step
Epoch 7341/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 406ms/epoch - 3ms/step
Epoch 7342/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9687 - 395ms/epoch - 3ms/step
Epoch 7343/10000
124/124 - 0s - loss: 0.1989 - auc: 0.9693 - val_loss: 0.2147 - val_auc: 0.9687 - 395ms/epoch - 3ms/step
Epoch 7344/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9693 - val_loss: 0.2148 - val_auc: 0.9688 - 392ms/epoch - 3ms/step
Epoch 7345/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2149 - val_auc: 0.9687 - 402ms/epoch - 3ms/step
Epoch 7346/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 399ms/epoch - 3ms/step
Epoch 7347/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 398ms/epoch - 3ms/step
Epoch 7348/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9689 - 399ms/epoch - 3ms/step
Epoch 7349/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 396ms/epoch - 3ms/step
Epoch 7350/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9686 - 400ms/epoch - 3ms/step
Epoch 7351/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 402ms/epoch - 3ms/step
Epoch 7352/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 404ms/epoch - 3ms/step
Epoch 7353/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 403ms/epoch - 3ms/step
Epoch 7354/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 392ms/epoch - 3ms/step
Epoch 7355/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2149 - val_auc: 0.9686 - 396ms/epoch - 3ms/step
Epoch 7356/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9689 - 394ms/epoch - 3ms/step
Epoch 7357/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 395ms/epoch - 3ms/step
Epoch 7358/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9689 - 396ms/epoch - 3ms/step
Epoch 7359/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9688 - 396ms/epoch - 3ms/step
Epoch 7360/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 396ms/epoch - 3ms/step
Epoch 7361/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 399ms/epoch - 3ms/step
Epoch 7362/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 391ms/epoch - 3ms/step
Epoch 7363/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9686 - 393ms/epoch - 3ms/step
Epoch 7364/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9688 - 393ms/epoch - 3ms/step
Epoch 7365/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9689 - 395ms/epoch - 3ms/step
Epoch 7366/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9689 - 395ms/epoch - 3ms/step
Epoch 7367/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 400ms/epoch - 3ms/step
Epoch 7368/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 416ms/epoch - 3ms/step
Epoch 7369/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 410ms/epoch - 3ms/step
Epoch 7370/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 467ms/epoch - 4ms/step
Epoch 7371/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9696 - val_loss: 0.2147 - val_auc: 0.9688 - 417ms/epoch - 3ms/step
Epoch 7372/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 411ms/epoch - 3ms/step
Epoch 7373/10000
124/124 - 1s - loss: 0.1987 - auc: 0.9697 - val_loss: 0.2147 - val_auc: 0.9688 - 530ms/epoch - 4ms/step
Epoch 7374/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 371ms/epoch - 3ms/step
Epoch 7375/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 450ms/epoch - 4ms/step
Epoch 7376/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9690 - 413ms/epoch - 3ms/step
Epoch 7377/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9688 - 419ms/epoch - 3ms/step
Epoch 7378/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9688 - 412ms/epoch - 3ms/step
Epoch 7379/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 445ms/epoch - 4ms/step
Epoch 7380/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9689 - 421ms/epoch - 3ms/step
Epoch 7381/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9687 - 406ms/epoch - 3ms/step
Epoch 7382/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9687 - 462ms/epoch - 4ms/step
Epoch 7383/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9690 - 415ms/epoch - 3ms/step
Epoch 7384/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9689 - 409ms/epoch - 3ms/step
Epoch 7385/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9687 - 410ms/epoch - 3ms/step
Epoch 7386/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2145 - val_auc: 0.9688 - 454ms/epoch - 4ms/step
Epoch 7387/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 397ms/epoch - 3ms/step
Epoch 7388/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9688 - 347ms/epoch - 3ms/step
Epoch 7389/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 445ms/epoch - 4ms/step
Epoch 7390/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 414ms/epoch - 3ms/step
Epoch 7391/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9688 - 441ms/epoch - 4ms/step
Epoch 7392/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9689 - 443ms/epoch - 4ms/step
Epoch 7393/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9689 - 409ms/epoch - 3ms/step
Epoch 7394/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 410ms/epoch - 3ms/step
Epoch 7395/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2150 - val_auc: 0.9689 - 397ms/epoch - 3ms/step
Epoch 7396/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9688 - 400ms/epoch - 3ms/step
Epoch 7397/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2148 - val_auc: 0.9688 - 399ms/epoch - 3ms/step
Epoch 7398/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 401ms/epoch - 3ms/step
Epoch 7399/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9687 - 396ms/epoch - 3ms/step
Epoch 7400/10000
124/124 - 0s - loss: 0.1988 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 396ms/epoch - 3ms/step
Epoch 7401/10000
124/124 - 0s - loss: 0.1990 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 388ms/epoch - 3ms/step
Epoch 7402/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9690 - 401ms/epoch - 3ms/step
Epoch 7403/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 389ms/epoch - 3ms/step
Epoch 7404/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9688 - 394ms/epoch - 3ms/step
Epoch 7405/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9689 - 393ms/epoch - 3ms/step
Epoch 7406/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 390ms/epoch - 3ms/step
Epoch 7407/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9688 - 392ms/epoch - 3ms/step
Epoch 7408/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9688 - 396ms/epoch - 3ms/step
Epoch 7409/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 339ms/epoch - 3ms/step
Epoch 7410/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9689 - 377ms/epoch - 3ms/step
Epoch 7411/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9687 - 382ms/epoch - 3ms/step
Epoch 7412/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9693 - val_loss: 0.2147 - val_auc: 0.9688 - 336ms/epoch - 3ms/step
Epoch 7413/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9689 - 388ms/epoch - 3ms/step
Epoch 7414/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9689 - 395ms/epoch - 3ms/step
Epoch 7415/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 389ms/epoch - 3ms/step
Epoch 7416/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2147 - val_auc: 0.9688 - 392ms/epoch - 3ms/step
Epoch 7417/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2148 - val_auc: 0.9689 - 403ms/epoch - 3ms/step
Epoch 7418/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 399ms/epoch - 3ms/step
Epoch 7419/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2148 - val_auc: 0.9687 - 396ms/epoch - 3ms/step
Epoch 7420/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 389ms/epoch - 3ms/step
Epoch 7421/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 397ms/epoch - 3ms/step
Epoch 7422/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2147 - val_auc: 0.9688 - 391ms/epoch - 3ms/step
Epoch 7423/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 389ms/epoch - 3ms/step
Epoch 7424/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2147 - val_auc: 0.9687 - 397ms/epoch - 3ms/step
Epoch 7425/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9696 - val_loss: 0.2147 - val_auc: 0.9688 - 343ms/epoch - 3ms/step
Epoch 7426/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2148 - val_auc: 0.9688 - 382ms/epoch - 3ms/step
Epoch 7427/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9689 - 391ms/epoch - 3ms/step
Epoch 7428/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9689 - 382ms/epoch - 3ms/step
Epoch 7429/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9689 - 341ms/epoch - 3ms/step
Epoch 7430/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9689 - 375ms/epoch - 3ms/step
Epoch 7431/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9694 - val_loss: 0.2147 - val_auc: 0.9687 - 377ms/epoch - 3ms/step
Epoch 7432/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9697 - val_loss: 0.2147 - val_auc: 0.9688 - 340ms/epoch - 3ms/step
Epoch 7433/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 369ms/epoch - 3ms/step
Epoch 7434/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 376ms/epoch - 3ms/step
Epoch 7435/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9688 - 322ms/epoch - 3ms/step
Epoch 7436/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 394ms/epoch - 3ms/step
Epoch 7437/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9688 - 389ms/epoch - 3ms/step
Epoch 7438/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2147 - val_auc: 0.9688 - 381ms/epoch - 3ms/step
Epoch 7439/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9689 - 336ms/epoch - 3ms/step
Epoch 7440/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9689 - 392ms/epoch - 3ms/step
Epoch 7441/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 381ms/epoch - 3ms/step
Epoch 7442/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9694 - val_loss: 0.2145 - val_auc: 0.9688 - 388ms/epoch - 3ms/step
Epoch 7443/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 340ms/epoch - 3ms/step
Epoch 7444/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 374ms/epoch - 3ms/step
Epoch 7445/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 371ms/epoch - 3ms/step
Epoch 7446/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2148 - val_auc: 0.9687 - 333ms/epoch - 3ms/step
Epoch 7447/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 380ms/epoch - 3ms/step
Epoch 7448/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 334ms/epoch - 3ms/step
Epoch 7449/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9689 - 373ms/epoch - 3ms/step
Epoch 7450/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 387ms/epoch - 3ms/step
Epoch 7451/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 394ms/epoch - 3ms/step
Epoch 7452/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9694 - val_loss: 0.2146 - val_auc: 0.9688 - 393ms/epoch - 3ms/step
Epoch 7453/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2147 - val_auc: 0.9687 - 394ms/epoch - 3ms/step
Epoch 7454/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9697 - val_loss: 0.2145 - val_auc: 0.9688 - 354ms/epoch - 3ms/step
Epoch 7455/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 373ms/epoch - 3ms/step
Epoch 7456/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9690 - 382ms/epoch - 3ms/step
Epoch 7457/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 391ms/epoch - 3ms/step
Epoch 7458/10000
124/124 - 0s - loss: 0.1987 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 386ms/epoch - 3ms/step
Epoch 7459/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 402ms/epoch - 3ms/step
Epoch 7460/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 389ms/epoch - 3ms/step
Epoch 7461/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9690 - 341ms/epoch - 3ms/step
Epoch 7462/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9690 - 394ms/epoch - 3ms/step
Epoch 7463/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9697 - val_loss: 0.2145 - val_auc: 0.9689 - 392ms/epoch - 3ms/step
Epoch 7464/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 398ms/epoch - 3ms/step
Epoch 7465/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9690 - 390ms/epoch - 3ms/step
Epoch 7466/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 399ms/epoch - 3ms/step
Epoch 7467/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9688 - 385ms/epoch - 3ms/step
Epoch 7468/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 395ms/epoch - 3ms/step
Epoch 7469/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9687 - 395ms/epoch - 3ms/step
Epoch 7470/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2148 - val_auc: 0.9687 - 401ms/epoch - 3ms/step
Epoch 7471/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9693 - val_loss: 0.2145 - val_auc: 0.9688 - 403ms/epoch - 3ms/step
Epoch 7472/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9687 - 405ms/epoch - 3ms/step
Epoch 7473/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 402ms/epoch - 3ms/step
Epoch 7474/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 395ms/epoch - 3ms/step
Epoch 7475/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 396ms/epoch - 3ms/step
Epoch 7476/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 405ms/epoch - 3ms/step
Epoch 7477/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 394ms/epoch - 3ms/step
Epoch 7478/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9690 - 394ms/epoch - 3ms/step
Epoch 7479/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9694 - val_loss: 0.2145 - val_auc: 0.9689 - 393ms/epoch - 3ms/step
Epoch 7480/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 391ms/epoch - 3ms/step
Epoch 7481/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9687 - 385ms/epoch - 3ms/step
Epoch 7482/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 349ms/epoch - 3ms/step
Epoch 7483/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9694 - val_loss: 0.2145 - val_auc: 0.9689 - 377ms/epoch - 3ms/step
Epoch 7484/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9690 - 392ms/epoch - 3ms/step
Epoch 7485/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9688 - 393ms/epoch - 3ms/step
Epoch 7486/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9690 - 388ms/epoch - 3ms/step
Epoch 7487/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 385ms/epoch - 3ms/step
Epoch 7488/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 350ms/epoch - 3ms/step
Epoch 7489/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9690 - 377ms/epoch - 3ms/step
Epoch 7490/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 392ms/epoch - 3ms/step
Epoch 7491/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 387ms/epoch - 3ms/step
Epoch 7492/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9689 - 403ms/epoch - 3ms/step
Epoch 7493/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 392ms/epoch - 3ms/step
Epoch 7494/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 388ms/epoch - 3ms/step
Epoch 7495/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 390ms/epoch - 3ms/step
Epoch 7496/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9689 - 350ms/epoch - 3ms/step
Epoch 7497/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 381ms/epoch - 3ms/step
Epoch 7498/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9690 - 397ms/epoch - 3ms/step
Epoch 7499/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9694 - val_loss: 0.2144 - val_auc: 0.9691 - 403ms/epoch - 3ms/step
Epoch 7500/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 389ms/epoch - 3ms/step
Epoch 7501/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 392ms/epoch - 3ms/step
Epoch 7502/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9688 - 394ms/epoch - 3ms/step
Epoch 7503/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 386ms/epoch - 3ms/step
Epoch 7504/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 386ms/epoch - 3ms/step
Epoch 7505/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 429ms/epoch - 3ms/step
Epoch 7506/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 485ms/epoch - 4ms/step
Epoch 7507/10000
124/124 - 1s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 511ms/epoch - 4ms/step
Epoch 7508/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 492ms/epoch - 4ms/step
Epoch 7509/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9690 - 384ms/epoch - 3ms/step
Epoch 7510/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9689 - 386ms/epoch - 3ms/step
Epoch 7511/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9691 - 327ms/epoch - 3ms/step
Epoch 7512/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 378ms/epoch - 3ms/step
Epoch 7513/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2147 - val_auc: 0.9691 - 328ms/epoch - 3ms/step
Epoch 7514/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9690 - 378ms/epoch - 3ms/step
Epoch 7515/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9688 - 378ms/epoch - 3ms/step
Epoch 7516/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 339ms/epoch - 3ms/step
Epoch 7517/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 380ms/epoch - 3ms/step
Epoch 7518/10000
124/124 - 0s - loss: 0.1986 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9688 - 384ms/epoch - 3ms/step
Epoch 7519/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9697 - val_loss: 0.2145 - val_auc: 0.9688 - 383ms/epoch - 3ms/step
Epoch 7520/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9690 - 336ms/epoch - 3ms/step
Epoch 7521/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9690 - 392ms/epoch - 3ms/step
Epoch 7522/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 382ms/epoch - 3ms/step
Epoch 7523/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 384ms/epoch - 3ms/step
Epoch 7524/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 344ms/epoch - 3ms/step
Epoch 7525/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 388ms/epoch - 3ms/step
Epoch 7526/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 399ms/epoch - 3ms/step
Epoch 7527/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9687 - 397ms/epoch - 3ms/step
Epoch 7528/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 395ms/epoch - 3ms/step
Epoch 7529/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9689 - 389ms/epoch - 3ms/step
Epoch 7530/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 400ms/epoch - 3ms/step
Epoch 7531/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9688 - 414ms/epoch - 3ms/step
Epoch 7532/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 384ms/epoch - 3ms/step
Epoch 7533/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9688 - 425ms/epoch - 3ms/step
Epoch 7534/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9689 - 431ms/epoch - 3ms/step
Epoch 7535/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9688 - 351ms/epoch - 3ms/step
Epoch 7536/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9689 - 403ms/epoch - 3ms/step
Epoch 7537/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 376ms/epoch - 3ms/step
Epoch 7538/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9689 - 388ms/epoch - 3ms/step
Epoch 7539/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 392ms/epoch - 3ms/step
Epoch 7540/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 403ms/epoch - 3ms/step
Epoch 7541/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 426ms/epoch - 3ms/step
Epoch 7542/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 439ms/epoch - 4ms/step
Epoch 7543/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 404ms/epoch - 3ms/step
Epoch 7544/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 396ms/epoch - 3ms/step
Epoch 7545/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 400ms/epoch - 3ms/step
Epoch 7546/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9691 - 407ms/epoch - 3ms/step
Epoch 7547/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 384ms/epoch - 3ms/step
Epoch 7548/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9689 - 342ms/epoch - 3ms/step
Epoch 7549/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9690 - 383ms/epoch - 3ms/step
Epoch 7550/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9688 - 394ms/epoch - 3ms/step
Epoch 7551/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 407ms/epoch - 3ms/step
Epoch 7552/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9691 - 377ms/epoch - 3ms/step
Epoch 7553/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 383ms/epoch - 3ms/step
Epoch 7554/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9695 - val_loss: 0.2146 - val_auc: 0.9689 - 402ms/epoch - 3ms/step
Epoch 7555/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 390ms/epoch - 3ms/step
Epoch 7556/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9698 - val_loss: 0.2144 - val_auc: 0.9690 - 359ms/epoch - 3ms/step
Epoch 7557/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 339ms/epoch - 3ms/step
Epoch 7558/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 379ms/epoch - 3ms/step
Epoch 7559/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 384ms/epoch - 3ms/step
Epoch 7560/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9691 - 345ms/epoch - 3ms/step
Epoch 7561/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9688 - 397ms/epoch - 3ms/step
Epoch 7562/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 337ms/epoch - 3ms/step
Epoch 7563/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 386ms/epoch - 3ms/step
Epoch 7564/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 392ms/epoch - 3ms/step
Epoch 7565/10000
124/124 - 0s - loss: 0.1985 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9690 - 401ms/epoch - 3ms/step
Epoch 7566/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 384ms/epoch - 3ms/step
Epoch 7567/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9694 - val_loss: 0.2144 - val_auc: 0.9689 - 383ms/epoch - 3ms/step
Epoch 7568/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 343ms/epoch - 3ms/step
Epoch 7569/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9697 - val_loss: 0.2145 - val_auc: 0.9689 - 376ms/epoch - 3ms/step
Epoch 7570/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 384ms/epoch - 3ms/step
Epoch 7571/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 338ms/epoch - 3ms/step
Epoch 7572/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9690 - 387ms/epoch - 3ms/step
Epoch 7573/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 394ms/epoch - 3ms/step
Epoch 7574/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2146 - val_auc: 0.9688 - 397ms/epoch - 3ms/step
Epoch 7575/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9697 - val_loss: 0.2145 - val_auc: 0.9690 - 395ms/epoch - 3ms/step
Epoch 7576/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9695 - val_loss: 0.2145 - val_auc: 0.9689 - 400ms/epoch - 3ms/step
Epoch 7577/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 407ms/epoch - 3ms/step
Epoch 7578/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 400ms/epoch - 3ms/step
Epoch 7579/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 387ms/epoch - 3ms/step
Epoch 7580/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 390ms/epoch - 3ms/step
Epoch 7581/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9691 - 390ms/epoch - 3ms/step
Epoch 7582/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 395ms/epoch - 3ms/step
Epoch 7583/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 377ms/epoch - 3ms/step
Epoch 7584/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9688 - 341ms/epoch - 3ms/step
Epoch 7585/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9690 - 385ms/epoch - 3ms/step
Epoch 7586/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 385ms/epoch - 3ms/step
Epoch 7587/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 385ms/epoch - 3ms/step
Epoch 7588/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 344ms/epoch - 3ms/step
Epoch 7589/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 377ms/epoch - 3ms/step
Epoch 7590/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9697 - val_loss: 0.2145 - val_auc: 0.9690 - 390ms/epoch - 3ms/step
Epoch 7591/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 379ms/epoch - 3ms/step
Epoch 7592/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 343ms/epoch - 3ms/step
Epoch 7593/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 377ms/epoch - 3ms/step
Epoch 7594/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9689 - 395ms/epoch - 3ms/step
Epoch 7595/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 392ms/epoch - 3ms/step
Epoch 7596/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 392ms/epoch - 3ms/step
Epoch 7597/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 397ms/epoch - 3ms/step
Epoch 7598/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 387ms/epoch - 3ms/step
Epoch 7599/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9697 - val_loss: 0.2147 - val_auc: 0.9689 - 325ms/epoch - 3ms/step
Epoch 7600/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 388ms/epoch - 3ms/step
Epoch 7601/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 388ms/epoch - 3ms/step
Epoch 7602/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9698 - val_loss: 0.2144 - val_auc: 0.9689 - 338ms/epoch - 3ms/step
Epoch 7603/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 376ms/epoch - 3ms/step
Epoch 7604/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 370ms/epoch - 3ms/step
Epoch 7605/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 336ms/epoch - 3ms/step
Epoch 7606/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2143 - val_auc: 0.9691 - 381ms/epoch - 3ms/step
Epoch 7607/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9691 - 386ms/epoch - 3ms/step
Epoch 7608/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 391ms/epoch - 3ms/step
Epoch 7609/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9690 - 345ms/epoch - 3ms/step
Epoch 7610/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9689 - 338ms/epoch - 3ms/step
Epoch 7611/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 394ms/epoch - 3ms/step
Epoch 7612/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 385ms/epoch - 3ms/step
Epoch 7613/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9691 - 386ms/epoch - 3ms/step
Epoch 7614/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9691 - 330ms/epoch - 3ms/step
Epoch 7615/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 367ms/epoch - 3ms/step
Epoch 7616/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 330ms/epoch - 3ms/step
Epoch 7617/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 377ms/epoch - 3ms/step
Epoch 7618/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9690 - 385ms/epoch - 3ms/step
Epoch 7619/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 391ms/epoch - 3ms/step
Epoch 7620/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 392ms/epoch - 3ms/step
Epoch 7621/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9689 - 345ms/epoch - 3ms/step
Epoch 7622/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 389ms/epoch - 3ms/step
Epoch 7623/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 399ms/epoch - 3ms/step
Epoch 7624/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9695 - val_loss: 0.2143 - val_auc: 0.9691 - 395ms/epoch - 3ms/step
Epoch 7625/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9697 - val_loss: 0.2145 - val_auc: 0.9690 - 394ms/epoch - 3ms/step
Epoch 7626/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 387ms/epoch - 3ms/step
Epoch 7627/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9690 - 394ms/epoch - 3ms/step
Epoch 7628/10000
124/124 - 0s - loss: 0.1984 - auc: 0.9695 - val_loss: 0.2143 - val_auc: 0.9691 - 380ms/epoch - 3ms/step
Epoch 7629/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 354ms/epoch - 3ms/step
Epoch 7630/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 385ms/epoch - 3ms/step
Epoch 7631/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 395ms/epoch - 3ms/step
Epoch 7632/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 387ms/epoch - 3ms/step
Epoch 7633/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9698 - val_loss: 0.2144 - val_auc: 0.9689 - 385ms/epoch - 3ms/step
Epoch 7634/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 392ms/epoch - 3ms/step
Epoch 7635/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 400ms/epoch - 3ms/step
Epoch 7636/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 384ms/epoch - 3ms/step
Epoch 7637/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 387ms/epoch - 3ms/step
Epoch 7638/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 346ms/epoch - 3ms/step
Epoch 7639/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9691 - 379ms/epoch - 3ms/step
Epoch 7640/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9690 - 383ms/epoch - 3ms/step
Epoch 7641/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9698 - val_loss: 0.2144 - val_auc: 0.9690 - 396ms/epoch - 3ms/step
Epoch 7642/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 400ms/epoch - 3ms/step
Epoch 7643/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9690 - 411ms/epoch - 3ms/step
Epoch 7644/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 408ms/epoch - 3ms/step
Epoch 7645/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 416ms/epoch - 3ms/step
Epoch 7646/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 388ms/epoch - 3ms/step
Epoch 7647/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9691 - 386ms/epoch - 3ms/step
Epoch 7648/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9698 - val_loss: 0.2144 - val_auc: 0.9690 - 392ms/epoch - 3ms/step
Epoch 7649/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9698 - val_loss: 0.2144 - val_auc: 0.9689 - 385ms/epoch - 3ms/step
Epoch 7650/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 384ms/epoch - 3ms/step
Epoch 7651/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9690 - 342ms/epoch - 3ms/step
Epoch 7652/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 382ms/epoch - 3ms/step
Epoch 7653/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9691 - 397ms/epoch - 3ms/step
Epoch 7654/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 395ms/epoch - 3ms/step
Epoch 7655/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9689 - 412ms/epoch - 3ms/step
Epoch 7656/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 397ms/epoch - 3ms/step
Epoch 7657/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 388ms/epoch - 3ms/step
Epoch 7658/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9695 - val_loss: 0.2144 - val_auc: 0.9690 - 392ms/epoch - 3ms/step
Epoch 7659/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 391ms/epoch - 3ms/step
Epoch 7660/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9698 - val_loss: 0.2144 - val_auc: 0.9690 - 402ms/epoch - 3ms/step
Epoch 7661/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 389ms/epoch - 3ms/step
Epoch 7662/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9689 - 386ms/epoch - 3ms/step
Epoch 7663/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 393ms/epoch - 3ms/step
Epoch 7664/10000
124/124 - 0s - loss: 0.1983 - auc: 0.9695 - val_loss: 0.2143 - val_auc: 0.9690 - 392ms/epoch - 3ms/step
Epoch 7665/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2145 - val_auc: 0.9690 - 349ms/epoch - 3ms/step
Epoch 7666/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 398ms/epoch - 3ms/step
Epoch 7667/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 383ms/epoch - 3ms/step
Epoch 7668/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 391ms/epoch - 3ms/step
Epoch 7669/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9698 - val_loss: 0.2145 - val_auc: 0.9690 - 394ms/epoch - 3ms/step
Epoch 7670/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9690 - 389ms/epoch - 3ms/step
Epoch 7671/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 386ms/epoch - 3ms/step
Epoch 7672/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 330ms/epoch - 3ms/step
Epoch 7673/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9691 - 398ms/epoch - 3ms/step
Epoch 7674/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9690 - 389ms/epoch - 3ms/step
Epoch 7675/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 400ms/epoch - 3ms/step
Epoch 7676/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9692 - 403ms/epoch - 3ms/step
Epoch 7677/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9695 - val_loss: 0.2143 - val_auc: 0.9691 - 390ms/epoch - 3ms/step
Epoch 7678/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 397ms/epoch - 3ms/step
Epoch 7679/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9689 - 391ms/epoch - 3ms/step
Epoch 7680/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 396ms/epoch - 3ms/step
Epoch 7681/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9691 - 393ms/epoch - 3ms/step
Epoch 7682/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 400ms/epoch - 3ms/step
Epoch 7683/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9691 - 384ms/epoch - 3ms/step
Epoch 7684/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 384ms/epoch - 3ms/step
Epoch 7685/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 344ms/epoch - 3ms/step
Epoch 7686/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 397ms/epoch - 3ms/step
Epoch 7687/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 396ms/epoch - 3ms/step
Epoch 7688/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 408ms/epoch - 3ms/step
Epoch 7689/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9691 - 391ms/epoch - 3ms/step
Epoch 7690/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9692 - 386ms/epoch - 3ms/step
Epoch 7691/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9690 - 393ms/epoch - 3ms/step
Epoch 7692/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 390ms/epoch - 3ms/step
Epoch 7693/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9689 - 392ms/epoch - 3ms/step
Epoch 7694/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 384ms/epoch - 3ms/step
Epoch 7695/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 342ms/epoch - 3ms/step
Epoch 7696/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9692 - 388ms/epoch - 3ms/step
Epoch 7697/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9692 - 372ms/epoch - 3ms/step
Epoch 7698/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 389ms/epoch - 3ms/step
Epoch 7699/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 349ms/epoch - 3ms/step
Epoch 7700/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 340ms/epoch - 3ms/step
Epoch 7701/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9690 - 384ms/epoch - 3ms/step
Epoch 7702/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 387ms/epoch - 3ms/step
Epoch 7703/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 393ms/epoch - 3ms/step
Epoch 7704/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9694 - val_loss: 0.2142 - val_auc: 0.9691 - 393ms/epoch - 3ms/step
Epoch 7705/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9690 - 350ms/epoch - 3ms/step
Epoch 7706/10000
124/124 - 0s - loss: 0.1982 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 342ms/epoch - 3ms/step
Epoch 7707/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 397ms/epoch - 3ms/step
Epoch 7708/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 387ms/epoch - 3ms/step
Epoch 7709/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 396ms/epoch - 3ms/step
Epoch 7710/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9698 - val_loss: 0.2144 - val_auc: 0.9689 - 390ms/epoch - 3ms/step
Epoch 7711/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 394ms/epoch - 3ms/step
Epoch 7712/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 404ms/epoch - 3ms/step
Epoch 7713/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9689 - 388ms/epoch - 3ms/step
Epoch 7714/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 393ms/epoch - 3ms/step
Epoch 7715/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9692 - 394ms/epoch - 3ms/step
Epoch 7716/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 393ms/epoch - 3ms/step
Epoch 7717/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9698 - val_loss: 0.2144 - val_auc: 0.9691 - 337ms/epoch - 3ms/step
Epoch 7718/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 384ms/epoch - 3ms/step
Epoch 7719/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9698 - val_loss: 0.2144 - val_auc: 0.9690 - 387ms/epoch - 3ms/step
Epoch 7720/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9691 - 393ms/epoch - 3ms/step
Epoch 7721/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 394ms/epoch - 3ms/step
Epoch 7722/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 347ms/epoch - 3ms/step
Epoch 7723/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 387ms/epoch - 3ms/step
Epoch 7724/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9695 - val_loss: 0.2143 - val_auc: 0.9690 - 388ms/epoch - 3ms/step
Epoch 7725/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 390ms/epoch - 3ms/step
Epoch 7726/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9691 - 397ms/epoch - 3ms/step
Epoch 7727/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9691 - 394ms/epoch - 3ms/step
Epoch 7728/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9692 - 391ms/epoch - 3ms/step
Epoch 7729/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 388ms/epoch - 3ms/step
Epoch 7730/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 396ms/epoch - 3ms/step
Epoch 7731/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9692 - 397ms/epoch - 3ms/step
Epoch 7732/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 394ms/epoch - 3ms/step
Epoch 7733/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9691 - 401ms/epoch - 3ms/step
Epoch 7734/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 398ms/epoch - 3ms/step
Epoch 7735/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9695 - val_loss: 0.2143 - val_auc: 0.9692 - 395ms/epoch - 3ms/step
Epoch 7736/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 392ms/epoch - 3ms/step
Epoch 7737/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9696 - val_loss: 0.2141 - val_auc: 0.9692 - 394ms/epoch - 3ms/step
Epoch 7738/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9691 - 351ms/epoch - 3ms/step
Epoch 7739/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 348ms/epoch - 3ms/step
Epoch 7740/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2144 - val_auc: 0.9690 - 386ms/epoch - 3ms/step
Epoch 7741/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 403ms/epoch - 3ms/step
Epoch 7742/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9691 - 369ms/epoch - 3ms/step
Epoch 7743/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 388ms/epoch - 3ms/step
Epoch 7744/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9691 - 346ms/epoch - 3ms/step
Epoch 7745/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9691 - 392ms/epoch - 3ms/step
Epoch 7746/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 393ms/epoch - 3ms/step
Epoch 7747/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9690 - 457ms/epoch - 4ms/step
Epoch 7748/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 474ms/epoch - 4ms/step
Epoch 7749/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9690 - 343ms/epoch - 3ms/step
Epoch 7750/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 401ms/epoch - 3ms/step
Epoch 7751/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9690 - 380ms/epoch - 3ms/step
Epoch 7752/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9689 - 388ms/epoch - 3ms/step
Epoch 7753/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 397ms/epoch - 3ms/step
Epoch 7754/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9690 - 344ms/epoch - 3ms/step
Epoch 7755/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9691 - 389ms/epoch - 3ms/step
Epoch 7756/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9691 - 388ms/epoch - 3ms/step
Epoch 7757/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 407ms/epoch - 3ms/step
Epoch 7758/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 387ms/epoch - 3ms/step
Epoch 7759/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9690 - 384ms/epoch - 3ms/step
Epoch 7760/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 336ms/epoch - 3ms/step
Epoch 7761/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 342ms/epoch - 3ms/step
Epoch 7762/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 385ms/epoch - 3ms/step
Epoch 7763/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 388ms/epoch - 3ms/step
Epoch 7764/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9691 - 331ms/epoch - 3ms/step
Epoch 7765/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9692 - 371ms/epoch - 3ms/step
Epoch 7766/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 384ms/epoch - 3ms/step
Epoch 7767/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 343ms/epoch - 3ms/step
Epoch 7768/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 371ms/epoch - 3ms/step
Epoch 7769/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 380ms/epoch - 3ms/step
Epoch 7770/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9690 - 329ms/epoch - 3ms/step
Epoch 7771/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9690 - 375ms/epoch - 3ms/step
Epoch 7772/10000
124/124 - 0s - loss: 0.1981 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 381ms/epoch - 3ms/step
Epoch 7773/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9692 - 339ms/epoch - 3ms/step
Epoch 7774/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 375ms/epoch - 3ms/step
Epoch 7775/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 331ms/epoch - 3ms/step
Epoch 7776/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 362ms/epoch - 3ms/step
Epoch 7777/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 375ms/epoch - 3ms/step
Epoch 7778/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9691 - 350ms/epoch - 3ms/step
Epoch 7779/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9690 - 376ms/epoch - 3ms/step
Epoch 7780/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9690 - 382ms/epoch - 3ms/step
Epoch 7781/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 341ms/epoch - 3ms/step
Epoch 7782/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 337ms/epoch - 3ms/step
Epoch 7783/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9691 - 383ms/epoch - 3ms/step
Epoch 7784/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 387ms/epoch - 3ms/step
Epoch 7785/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9690 - 348ms/epoch - 3ms/step
Epoch 7786/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9692 - 379ms/epoch - 3ms/step
Epoch 7787/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9691 - 385ms/epoch - 3ms/step
Epoch 7788/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9691 - 386ms/epoch - 3ms/step
Epoch 7789/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 398ms/epoch - 3ms/step
Epoch 7790/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 398ms/epoch - 3ms/step
Epoch 7791/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9691 - 385ms/epoch - 3ms/step
Epoch 7792/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 390ms/epoch - 3ms/step
Epoch 7793/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9692 - 343ms/epoch - 3ms/step
Epoch 7794/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9691 - 389ms/epoch - 3ms/step
Epoch 7795/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 389ms/epoch - 3ms/step
Epoch 7796/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 388ms/epoch - 3ms/step
Epoch 7797/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 393ms/epoch - 3ms/step
Epoch 7798/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2144 - val_auc: 0.9691 - 341ms/epoch - 3ms/step
Epoch 7799/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 377ms/epoch - 3ms/step
Epoch 7800/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9696 - val_loss: 0.2141 - val_auc: 0.9691 - 391ms/epoch - 3ms/step
Epoch 7801/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 389ms/epoch - 3ms/step
Epoch 7802/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9691 - 394ms/epoch - 3ms/step
Epoch 7803/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9691 - 395ms/epoch - 3ms/step
Epoch 7804/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9695 - val_loss: 0.2141 - val_auc: 0.9692 - 394ms/epoch - 3ms/step
Epoch 7805/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9699 - val_loss: 0.2142 - val_auc: 0.9692 - 390ms/epoch - 3ms/step
Epoch 7806/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 346ms/epoch - 3ms/step
Epoch 7807/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9690 - 389ms/epoch - 3ms/step
Epoch 7808/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9692 - 390ms/epoch - 3ms/step
Epoch 7809/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 386ms/epoch - 3ms/step
Epoch 7810/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 387ms/epoch - 3ms/step
Epoch 7811/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 391ms/epoch - 3ms/step
Epoch 7812/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 399ms/epoch - 3ms/step
Epoch 7813/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 387ms/epoch - 3ms/step
Epoch 7814/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 345ms/epoch - 3ms/step
Epoch 7815/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9690 - 388ms/epoch - 3ms/step
Epoch 7816/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 403ms/epoch - 3ms/step
Epoch 7817/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9696 - val_loss: 0.2144 - val_auc: 0.9690 - 385ms/epoch - 3ms/step
Epoch 7818/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 389ms/epoch - 3ms/step
Epoch 7819/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 482ms/epoch - 4ms/step
Epoch 7820/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2144 - val_auc: 0.9691 - 342ms/epoch - 3ms/step
Epoch 7821/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 474ms/epoch - 4ms/step
Epoch 7822/10000
124/124 - 1s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 515ms/epoch - 4ms/step
Epoch 7823/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9690 - 493ms/epoch - 4ms/step
Epoch 7824/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9692 - 393ms/epoch - 3ms/step
Epoch 7825/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 389ms/epoch - 3ms/step
Epoch 7826/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9699 - val_loss: 0.2142 - val_auc: 0.9690 - 397ms/epoch - 3ms/step
Epoch 7827/10000
124/124 - 0s - loss: 0.1980 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9692 - 390ms/epoch - 3ms/step
Epoch 7828/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 393ms/epoch - 3ms/step
Epoch 7829/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9690 - 390ms/epoch - 3ms/step
Epoch 7830/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9692 - 404ms/epoch - 3ms/step
Epoch 7831/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 395ms/epoch - 3ms/step
Epoch 7832/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 384ms/epoch - 3ms/step
Epoch 7833/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9696 - val_loss: 0.2143 - val_auc: 0.9691 - 350ms/epoch - 3ms/step
Epoch 7834/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 401ms/epoch - 3ms/step
Epoch 7835/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9690 - 441ms/epoch - 4ms/step
Epoch 7836/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9692 - 398ms/epoch - 3ms/step
Epoch 7837/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9692 - 399ms/epoch - 3ms/step
Epoch 7838/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 400ms/epoch - 3ms/step
Epoch 7839/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 395ms/epoch - 3ms/step
Epoch 7840/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 419ms/epoch - 3ms/step
Epoch 7841/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9699 - val_loss: 0.2143 - val_auc: 0.9691 - 401ms/epoch - 3ms/step
Epoch 7842/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9690 - 393ms/epoch - 3ms/step
Epoch 7843/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9692 - 391ms/epoch - 3ms/step
Epoch 7844/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9699 - val_loss: 0.2143 - val_auc: 0.9691 - 384ms/epoch - 3ms/step
Epoch 7845/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9699 - val_loss: 0.2143 - val_auc: 0.9692 - 343ms/epoch - 3ms/step
Epoch 7846/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 384ms/epoch - 3ms/step
Epoch 7847/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 391ms/epoch - 3ms/step
Epoch 7848/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 384ms/epoch - 3ms/step
Epoch 7849/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 391ms/epoch - 3ms/step
Epoch 7850/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 347ms/epoch - 3ms/step
Epoch 7851/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 373ms/epoch - 3ms/step
Epoch 7852/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 387ms/epoch - 3ms/step
Epoch 7853/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 384ms/epoch - 3ms/step
Epoch 7854/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 344ms/epoch - 3ms/step
Epoch 7855/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 373ms/epoch - 3ms/step
Epoch 7856/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2142 - val_auc: 0.9692 - 379ms/epoch - 3ms/step
Epoch 7857/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 338ms/epoch - 3ms/step
Epoch 7858/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9699 - val_loss: 0.2145 - val_auc: 0.9691 - 377ms/epoch - 3ms/step
Epoch 7859/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 384ms/epoch - 3ms/step
Epoch 7860/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9692 - 385ms/epoch - 3ms/step
Epoch 7861/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9691 - 348ms/epoch - 3ms/step
Epoch 7862/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 379ms/epoch - 3ms/step
Epoch 7863/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 401ms/epoch - 3ms/step
Epoch 7864/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9691 - 377ms/epoch - 3ms/step
Epoch 7865/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9691 - 395ms/epoch - 3ms/step
Epoch 7866/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9691 - 412ms/epoch - 3ms/step
Epoch 7867/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9691 - 385ms/epoch - 3ms/step
Epoch 7868/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 381ms/epoch - 3ms/step
Epoch 7869/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9691 - 344ms/epoch - 3ms/step
Epoch 7870/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 382ms/epoch - 3ms/step
Epoch 7871/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 395ms/epoch - 3ms/step
Epoch 7872/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2142 - val_auc: 0.9691 - 391ms/epoch - 3ms/step
Epoch 7873/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9691 - 394ms/epoch - 3ms/step
Epoch 7874/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 387ms/epoch - 3ms/step
Epoch 7875/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 388ms/epoch - 3ms/step
Epoch 7876/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9691 - 345ms/epoch - 3ms/step
Epoch 7877/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 388ms/epoch - 3ms/step
Epoch 7878/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9691 - 378ms/epoch - 3ms/step
Epoch 7879/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 385ms/epoch - 3ms/step
Epoch 7880/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 389ms/epoch - 3ms/step
Epoch 7881/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 351ms/epoch - 3ms/step
Epoch 7882/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9691 - 386ms/epoch - 3ms/step
Epoch 7883/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9699 - val_loss: 0.2142 - val_auc: 0.9692 - 396ms/epoch - 3ms/step
Epoch 7884/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9691 - 397ms/epoch - 3ms/step
Epoch 7885/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9692 - 392ms/epoch - 3ms/step
Epoch 7886/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9692 - 408ms/epoch - 3ms/step
Epoch 7887/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 395ms/epoch - 3ms/step
Epoch 7888/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 407ms/epoch - 3ms/step
Epoch 7889/10000
124/124 - 0s - loss: 0.1979 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 393ms/epoch - 3ms/step
Epoch 7890/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 386ms/epoch - 3ms/step
Epoch 7891/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9691 - 386ms/epoch - 3ms/step
Epoch 7892/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 394ms/epoch - 3ms/step
Epoch 7893/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 384ms/epoch - 3ms/step
Epoch 7894/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 396ms/epoch - 3ms/step
Epoch 7895/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9691 - 391ms/epoch - 3ms/step
Epoch 7896/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9691 - 358ms/epoch - 3ms/step
Epoch 7897/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9691 - 351ms/epoch - 3ms/step
Epoch 7898/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 384ms/epoch - 3ms/step
Epoch 7899/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 393ms/epoch - 3ms/step
Epoch 7900/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 388ms/epoch - 3ms/step
Epoch 7901/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 386ms/epoch - 3ms/step
Epoch 7902/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 385ms/epoch - 3ms/step
Epoch 7903/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9691 - 337ms/epoch - 3ms/step
Epoch 7904/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 396ms/epoch - 3ms/step
Epoch 7905/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 398ms/epoch - 3ms/step
Epoch 7906/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 403ms/epoch - 3ms/step
Epoch 7907/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2140 - val_auc: 0.9692 - 391ms/epoch - 3ms/step
Epoch 7908/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9692 - 391ms/epoch - 3ms/step
Epoch 7909/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9691 - 393ms/epoch - 3ms/step
Epoch 7910/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9691 - 391ms/epoch - 3ms/step
Epoch 7911/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9693 - 394ms/epoch - 3ms/step
Epoch 7912/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 382ms/epoch - 3ms/step
Epoch 7913/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9691 - 338ms/epoch - 3ms/step
Epoch 7914/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9691 - 395ms/epoch - 3ms/step
Epoch 7915/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 391ms/epoch - 3ms/step
Epoch 7916/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 395ms/epoch - 3ms/step
Epoch 7917/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9693 - 397ms/epoch - 3ms/step
Epoch 7918/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2140 - val_auc: 0.9693 - 391ms/epoch - 3ms/step
Epoch 7919/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 388ms/epoch - 3ms/step
Epoch 7920/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9693 - 389ms/epoch - 3ms/step
Epoch 7921/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9691 - 346ms/epoch - 3ms/step
Epoch 7922/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 347ms/epoch - 3ms/step
Epoch 7923/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2142 - val_auc: 0.9692 - 388ms/epoch - 3ms/step
Epoch 7924/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9690 - 383ms/epoch - 3ms/step
Epoch 7925/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9696 - val_loss: 0.2141 - val_auc: 0.9691 - 383ms/epoch - 3ms/step
Epoch 7926/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 347ms/epoch - 3ms/step
Epoch 7927/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 383ms/epoch - 3ms/step
Epoch 7928/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 390ms/epoch - 3ms/step
Epoch 7929/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9698 - val_loss: 0.2143 - val_auc: 0.9690 - 383ms/epoch - 3ms/step
Epoch 7930/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 389ms/epoch - 3ms/step
Epoch 7931/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 390ms/epoch - 3ms/step
Epoch 7932/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9692 - 350ms/epoch - 3ms/step
Epoch 7933/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 337ms/epoch - 3ms/step
Epoch 7934/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9691 - 381ms/epoch - 3ms/step
Epoch 7935/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 329ms/epoch - 3ms/step
Epoch 7936/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 370ms/epoch - 3ms/step
Epoch 7937/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9693 - 375ms/epoch - 3ms/step
Epoch 7938/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 337ms/epoch - 3ms/step
Epoch 7939/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 382ms/epoch - 3ms/step
Epoch 7940/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9691 - 389ms/epoch - 3ms/step
Epoch 7941/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 389ms/epoch - 3ms/step
Epoch 7942/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 391ms/epoch - 3ms/step
Epoch 7943/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 332ms/epoch - 3ms/step
Epoch 7944/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9700 - val_loss: 0.2141 - val_auc: 0.9692 - 398ms/epoch - 3ms/step
Epoch 7945/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 380ms/epoch - 3ms/step
Epoch 7946/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 335ms/epoch - 3ms/step
Epoch 7947/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 372ms/epoch - 3ms/step
Epoch 7948/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 375ms/epoch - 3ms/step
Epoch 7949/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9691 - 322ms/epoch - 3ms/step
Epoch 7950/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 388ms/epoch - 3ms/step
Epoch 7951/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2140 - val_auc: 0.9692 - 382ms/epoch - 3ms/step
Epoch 7952/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9692 - 334ms/epoch - 3ms/step
Epoch 7953/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 380ms/epoch - 3ms/step
Epoch 7954/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 383ms/epoch - 3ms/step
Epoch 7955/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 344ms/epoch - 3ms/step
Epoch 7956/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 374ms/epoch - 3ms/step
Epoch 7957/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 386ms/epoch - 3ms/step
Epoch 7958/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2142 - val_auc: 0.9691 - 388ms/epoch - 3ms/step
Epoch 7959/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 383ms/epoch - 3ms/step
Epoch 7960/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 332ms/epoch - 3ms/step
Epoch 7961/10000
124/124 - 0s - loss: 0.1978 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9692 - 389ms/epoch - 3ms/step
Epoch 7962/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 389ms/epoch - 3ms/step
Epoch 7963/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 399ms/epoch - 3ms/step
Epoch 7964/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9692 - 390ms/epoch - 3ms/step
Epoch 7965/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 389ms/epoch - 3ms/step
Epoch 7966/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 369ms/epoch - 3ms/step
Epoch 7967/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9697 - val_loss: 0.2140 - val_auc: 0.9692 - 380ms/epoch - 3ms/step
Epoch 7968/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 383ms/epoch - 3ms/step
Epoch 7969/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9693 - 398ms/epoch - 3ms/step
Epoch 7970/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 380ms/epoch - 3ms/step
Epoch 7971/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2140 - val_auc: 0.9693 - 396ms/epoch - 3ms/step
Epoch 7972/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9692 - 393ms/epoch - 3ms/step
Epoch 7973/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 396ms/epoch - 3ms/step
Epoch 7974/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2142 - val_auc: 0.9692 - 392ms/epoch - 3ms/step
Epoch 7975/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 388ms/epoch - 3ms/step
Epoch 7976/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 348ms/epoch - 3ms/step
Epoch 7977/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9696 - val_loss: 0.2142 - val_auc: 0.9692 - 390ms/epoch - 3ms/step
Epoch 7978/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 386ms/epoch - 3ms/step
Epoch 7979/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 396ms/epoch - 3ms/step
Epoch 7980/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 386ms/epoch - 3ms/step
Epoch 7981/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9694 - 384ms/epoch - 3ms/step
Epoch 7982/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2139 - val_auc: 0.9692 - 350ms/epoch - 3ms/step
Epoch 7983/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9693 - 374ms/epoch - 3ms/step
Epoch 7984/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 391ms/epoch - 3ms/step
Epoch 7985/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2139 - val_auc: 0.9693 - 393ms/epoch - 3ms/step
Epoch 7986/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9697 - val_loss: 0.2140 - val_auc: 0.9692 - 401ms/epoch - 3ms/step
Epoch 7987/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 401ms/epoch - 3ms/step
Epoch 7988/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 387ms/epoch - 3ms/step
Epoch 7989/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9693 - 398ms/epoch - 3ms/step
Epoch 7990/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 400ms/epoch - 3ms/step
Epoch 7991/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2142 - val_auc: 0.9691 - 402ms/epoch - 3ms/step
Epoch 7992/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9697 - val_loss: 0.2143 - val_auc: 0.9691 - 397ms/epoch - 3ms/step
Epoch 7993/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9691 - 399ms/epoch - 3ms/step
Epoch 7994/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 391ms/epoch - 3ms/step
Epoch 7995/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2139 - val_auc: 0.9693 - 406ms/epoch - 3ms/step
Epoch 7996/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 412ms/epoch - 3ms/step
Epoch 7997/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9693 - 390ms/epoch - 3ms/step
Epoch 7998/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 395ms/epoch - 3ms/step
Epoch 7999/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9692 - 453ms/epoch - 4ms/step
Epoch 8000/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9692 - 396ms/epoch - 3ms/step
Epoch 8001/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 356ms/epoch - 3ms/step
Epoch 8002/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 397ms/epoch - 3ms/step
Epoch 8003/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 379ms/epoch - 3ms/step
Epoch 8004/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 387ms/epoch - 3ms/step
Epoch 8005/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9692 - 390ms/epoch - 3ms/step
Epoch 8006/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9691 - 399ms/epoch - 3ms/step
Epoch 8007/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2142 - val_auc: 0.9691 - 391ms/epoch - 3ms/step
Epoch 8008/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 396ms/epoch - 3ms/step
Epoch 8009/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 396ms/epoch - 3ms/step
Epoch 8010/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2142 - val_auc: 0.9691 - 398ms/epoch - 3ms/step
Epoch 8011/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 402ms/epoch - 3ms/step
Epoch 8012/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 389ms/epoch - 3ms/step
Epoch 8013/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 394ms/epoch - 3ms/step
Epoch 8014/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 350ms/epoch - 3ms/step
Epoch 8015/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 370ms/epoch - 3ms/step
Epoch 8016/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 376ms/epoch - 3ms/step
Epoch 8017/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2139 - val_auc: 0.9694 - 348ms/epoch - 3ms/step
Epoch 8018/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2140 - val_auc: 0.9693 - 384ms/epoch - 3ms/step
Epoch 8019/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 382ms/epoch - 3ms/step
Epoch 8020/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 384ms/epoch - 3ms/step
Epoch 8021/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9693 - 386ms/epoch - 3ms/step
Epoch 8022/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 346ms/epoch - 3ms/step
Epoch 8023/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9692 - 377ms/epoch - 3ms/step
Epoch 8024/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9698 - val_loss: 0.2139 - val_auc: 0.9693 - 383ms/epoch - 3ms/step
Epoch 8025/10000
124/124 - 0s - loss: 0.1977 - auc: 0.9697 - val_loss: 0.2139 - val_auc: 0.9694 - 380ms/epoch - 3ms/step
Epoch 8026/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9701 - val_loss: 0.2143 - val_auc: 0.9691 - 343ms/epoch - 3ms/step
Epoch 8027/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 389ms/epoch - 3ms/step
Epoch 8028/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 387ms/epoch - 3ms/step
Epoch 8029/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 381ms/epoch - 3ms/step
Epoch 8030/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9693 - 334ms/epoch - 3ms/step
Epoch 8031/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 383ms/epoch - 3ms/step
Epoch 8032/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 383ms/epoch - 3ms/step
Epoch 8033/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 385ms/epoch - 3ms/step
Epoch 8034/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 334ms/epoch - 3ms/step
Epoch 8035/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 381ms/epoch - 3ms/step
Epoch 8036/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 384ms/epoch - 3ms/step
Epoch 8037/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 386ms/epoch - 3ms/step
Epoch 8038/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 356ms/epoch - 3ms/step
Epoch 8039/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 375ms/epoch - 3ms/step
Epoch 8040/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 383ms/epoch - 3ms/step
Epoch 8041/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9697 - val_loss: 0.2140 - val_auc: 0.9693 - 388ms/epoch - 3ms/step
Epoch 8042/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 384ms/epoch - 3ms/step
Epoch 8043/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 397ms/epoch - 3ms/step
Epoch 8044/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2139 - val_auc: 0.9693 - 406ms/epoch - 3ms/step
Epoch 8045/10000
124/124 - 0s - loss: 0.1976 - auc: 0.9698 - val_loss: 0.2139 - val_auc: 0.9693 - 404ms/epoch - 3ms/step
Epoch 8046/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9693 - 392ms/epoch - 3ms/step
Epoch 8047/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 391ms/epoch - 3ms/step
Epoch 8048/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9697 - val_loss: 0.2141 - val_auc: 0.9693 - 401ms/epoch - 3ms/step
Epoch 8049/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9693 - 397ms/epoch - 3ms/step
Epoch 8050/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 411ms/epoch - 3ms/step
Epoch 8051/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 386ms/epoch - 3ms/step
Epoch 8052/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 343ms/epoch - 3ms/step
Epoch 8053/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9697 - val_loss: 0.2140 - val_auc: 0.9694 - 381ms/epoch - 3ms/step
Epoch 8054/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2142 - val_auc: 0.9692 - 388ms/epoch - 3ms/step
Epoch 8055/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 396ms/epoch - 3ms/step
Epoch 8056/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 396ms/epoch - 3ms/step
Epoch 8057/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 395ms/epoch - 3ms/step
Epoch 8058/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9698 - val_loss: 0.2139 - val_auc: 0.9693 - 394ms/epoch - 3ms/step
Epoch 8059/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9692 - 391ms/epoch - 3ms/step
Epoch 8060/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 400ms/epoch - 3ms/step
Epoch 8061/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 399ms/epoch - 3ms/step
Epoch 8062/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9692 - 397ms/epoch - 3ms/step
Epoch 8063/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 403ms/epoch - 3ms/step
Epoch 8064/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 389ms/epoch - 3ms/step
Epoch 8065/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 343ms/epoch - 3ms/step
Epoch 8066/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9692 - 443ms/epoch - 4ms/step
Epoch 8067/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9698 - val_loss: 0.2141 - val_auc: 0.9692 - 399ms/epoch - 3ms/step
Epoch 8068/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9693 - 398ms/epoch - 3ms/step
Epoch 8069/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 393ms/epoch - 3ms/step
Epoch 8070/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 353ms/epoch - 3ms/step
Epoch 8071/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 382ms/epoch - 3ms/step
Epoch 8072/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 397ms/epoch - 3ms/step
Epoch 8073/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 397ms/epoch - 3ms/step
Epoch 8074/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2141 - val_auc: 0.9692 - 387ms/epoch - 3ms/step
Epoch 8075/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2139 - val_auc: 0.9693 - 386ms/epoch - 3ms/step
Epoch 8076/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 391ms/epoch - 3ms/step
Epoch 8077/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9697 - val_loss: 0.2139 - val_auc: 0.9693 - 402ms/epoch - 3ms/step
Epoch 8078/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9698 - val_loss: 0.2138 - val_auc: 0.9694 - 390ms/epoch - 3ms/step
Epoch 8079/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 395ms/epoch - 3ms/step
Epoch 8080/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 347ms/epoch - 3ms/step
Epoch 8081/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 394ms/epoch - 3ms/step
Epoch 8082/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 400ms/epoch - 3ms/step
Epoch 8083/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9692 - 401ms/epoch - 3ms/step
Epoch 8084/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 387ms/epoch - 3ms/step
Epoch 8085/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 383ms/epoch - 3ms/step
Epoch 8086/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 396ms/epoch - 3ms/step
Epoch 8087/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9698 - val_loss: 0.2139 - val_auc: 0.9693 - 393ms/epoch - 3ms/step
Epoch 8088/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 399ms/epoch - 3ms/step
Epoch 8089/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9693 - 403ms/epoch - 3ms/step
Epoch 8090/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 395ms/epoch - 3ms/step
Epoch 8091/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 403ms/epoch - 3ms/step
Epoch 8092/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 391ms/epoch - 3ms/step
Epoch 8093/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 397ms/epoch - 3ms/step
Epoch 8094/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 398ms/epoch - 3ms/step
Epoch 8095/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9693 - 411ms/epoch - 3ms/step
Epoch 8096/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 388ms/epoch - 3ms/step
Epoch 8097/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 394ms/epoch - 3ms/step
Epoch 8098/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 393ms/epoch - 3ms/step
Epoch 8099/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 414ms/epoch - 3ms/step
Epoch 8100/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 384ms/epoch - 3ms/step
Epoch 8101/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 400ms/epoch - 3ms/step
Epoch 8102/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 398ms/epoch - 3ms/step
Epoch 8103/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 400ms/epoch - 3ms/step
Epoch 8104/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9698 - val_loss: 0.2142 - val_auc: 0.9692 - 394ms/epoch - 3ms/step
Epoch 8105/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 393ms/epoch - 3ms/step
Epoch 8106/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 411ms/epoch - 3ms/step
Epoch 8107/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9695 - 405ms/epoch - 3ms/step
Epoch 8108/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9697 - val_loss: 0.2139 - val_auc: 0.9692 - 410ms/epoch - 3ms/step
Epoch 8109/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9694 - 374ms/epoch - 3ms/step
Epoch 8110/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9701 - val_loss: 0.2139 - val_auc: 0.9693 - 391ms/epoch - 3ms/step
Epoch 8111/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9698 - val_loss: 0.2139 - val_auc: 0.9693 - 396ms/epoch - 3ms/step
Epoch 8112/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 395ms/epoch - 3ms/step
Epoch 8113/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 399ms/epoch - 3ms/step
Epoch 8114/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 397ms/epoch - 3ms/step
Epoch 8115/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9692 - 395ms/epoch - 3ms/step
Epoch 8116/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 413ms/epoch - 3ms/step
Epoch 8117/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9693 - 402ms/epoch - 3ms/step
Epoch 8118/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9693 - 411ms/epoch - 3ms/step
Epoch 8119/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9697 - val_loss: 0.2138 - val_auc: 0.9694 - 381ms/epoch - 3ms/step
Epoch 8120/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 396ms/epoch - 3ms/step
Epoch 8121/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 379ms/epoch - 3ms/step
Epoch 8122/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9693 - 390ms/epoch - 3ms/step
Epoch 8123/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9693 - 395ms/epoch - 3ms/step
Epoch 8124/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9698 - val_loss: 0.2138 - val_auc: 0.9694 - 404ms/epoch - 3ms/step
Epoch 8125/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2142 - val_auc: 0.9691 - 401ms/epoch - 3ms/step
Epoch 8126/10000
124/124 - 0s - loss: 0.1975 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9693 - 481ms/epoch - 4ms/step
Epoch 8127/10000
124/124 - 1s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2141 - val_auc: 0.9692 - 503ms/epoch - 4ms/step
Epoch 8128/10000
124/124 - 1s - loss: 0.1973 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 593ms/epoch - 5ms/step
Epoch 8129/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 411ms/epoch - 3ms/step
Epoch 8130/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9695 - 391ms/epoch - 3ms/step
Epoch 8131/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9693 - 388ms/epoch - 3ms/step
Epoch 8132/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9693 - 396ms/epoch - 3ms/step
Epoch 8133/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 411ms/epoch - 3ms/step
Epoch 8134/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 411ms/epoch - 3ms/step
Epoch 8135/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 399ms/epoch - 3ms/step
Epoch 8136/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9694 - 400ms/epoch - 3ms/step
Epoch 8137/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 401ms/epoch - 3ms/step
Epoch 8138/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9694 - 417ms/epoch - 3ms/step
Epoch 8139/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 389ms/epoch - 3ms/step
Epoch 8140/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 395ms/epoch - 3ms/step
Epoch 8141/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 397ms/epoch - 3ms/step
Epoch 8142/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 397ms/epoch - 3ms/step
Epoch 8143/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 393ms/epoch - 3ms/step
Epoch 8144/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 459ms/epoch - 4ms/step
Epoch 8145/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 397ms/epoch - 3ms/step
Epoch 8146/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9693 - 406ms/epoch - 3ms/step
Epoch 8147/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9693 - 410ms/epoch - 3ms/step
Epoch 8148/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9693 - 401ms/epoch - 3ms/step
Epoch 8149/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 400ms/epoch - 3ms/step
Epoch 8150/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9695 - 409ms/epoch - 3ms/step
Epoch 8151/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 412ms/epoch - 3ms/step
Epoch 8152/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9695 - 355ms/epoch - 3ms/step
Epoch 8153/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9693 - 446ms/epoch - 4ms/step
Epoch 8154/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9698 - val_loss: 0.2139 - val_auc: 0.9694 - 398ms/epoch - 3ms/step
Epoch 8155/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9692 - 401ms/epoch - 3ms/step
Epoch 8156/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 469ms/epoch - 4ms/step
Epoch 8157/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9701 - val_loss: 0.2139 - val_auc: 0.9694 - 347ms/epoch - 3ms/step
Epoch 8158/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 402ms/epoch - 3ms/step
Epoch 8159/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9693 - 403ms/epoch - 3ms/step
Epoch 8160/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 412ms/epoch - 3ms/step
Epoch 8161/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9693 - 398ms/epoch - 3ms/step
Epoch 8162/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9693 - 398ms/epoch - 3ms/step
Epoch 8163/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9698 - val_loss: 0.2138 - val_auc: 0.9693 - 397ms/epoch - 3ms/step
Epoch 8164/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9694 - 398ms/epoch - 3ms/step
Epoch 8165/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9693 - 397ms/epoch - 3ms/step
Epoch 8166/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 384ms/epoch - 3ms/step
Epoch 8167/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 391ms/epoch - 3ms/step
Epoch 8168/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 395ms/epoch - 3ms/step
Epoch 8169/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 395ms/epoch - 3ms/step
Epoch 8170/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 408ms/epoch - 3ms/step
Epoch 8171/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 391ms/epoch - 3ms/step
Epoch 8172/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 399ms/epoch - 3ms/step
Epoch 8173/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 411ms/epoch - 3ms/step
Epoch 8174/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 382ms/epoch - 3ms/step
Epoch 8175/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 397ms/epoch - 3ms/step
Epoch 8176/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9694 - 386ms/epoch - 3ms/step
Epoch 8177/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9695 - 387ms/epoch - 3ms/step
Epoch 8178/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9698 - val_loss: 0.2138 - val_auc: 0.9694 - 389ms/epoch - 3ms/step
Epoch 8179/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2141 - val_auc: 0.9692 - 356ms/epoch - 3ms/step
Epoch 8180/10000
124/124 - 0s - loss: 0.1974 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 384ms/epoch - 3ms/step
Epoch 8181/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 393ms/epoch - 3ms/step
Epoch 8182/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 395ms/epoch - 3ms/step
Epoch 8183/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 399ms/epoch - 3ms/step
Epoch 8184/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9693 - 396ms/epoch - 3ms/step
Epoch 8185/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 394ms/epoch - 3ms/step
Epoch 8186/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 396ms/epoch - 3ms/step
Epoch 8187/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 396ms/epoch - 3ms/step
Epoch 8188/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 399ms/epoch - 3ms/step
Epoch 8189/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 414ms/epoch - 3ms/step
Epoch 8190/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 463ms/epoch - 4ms/step
Epoch 8191/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 408ms/epoch - 3ms/step
Epoch 8192/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 399ms/epoch - 3ms/step
Epoch 8193/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 413ms/epoch - 3ms/step
Epoch 8194/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 407ms/epoch - 3ms/step
Epoch 8195/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 451ms/epoch - 4ms/step
Epoch 8196/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 412ms/epoch - 3ms/step
Epoch 8197/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 407ms/epoch - 3ms/step
Epoch 8198/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 396ms/epoch - 3ms/step
Epoch 8199/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9693 - 486ms/epoch - 4ms/step
Epoch 8200/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 382ms/epoch - 3ms/step
Epoch 8201/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 346ms/epoch - 3ms/step
Epoch 8202/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 378ms/epoch - 3ms/step
Epoch 8203/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 392ms/epoch - 3ms/step
Epoch 8204/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 399ms/epoch - 3ms/step
Epoch 8205/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 402ms/epoch - 3ms/step
Epoch 8206/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9693 - 401ms/epoch - 3ms/step
Epoch 8207/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 397ms/epoch - 3ms/step
Epoch 8208/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 397ms/epoch - 3ms/step
Epoch 8209/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 396ms/epoch - 3ms/step
Epoch 8210/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9694 - 399ms/epoch - 3ms/step
Epoch 8211/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 400ms/epoch - 3ms/step
Epoch 8212/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 398ms/epoch - 3ms/step
Epoch 8213/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9694 - 395ms/epoch - 3ms/step
Epoch 8214/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 394ms/epoch - 3ms/step
Epoch 8215/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 397ms/epoch - 3ms/step
Epoch 8216/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 396ms/epoch - 3ms/step
Epoch 8217/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 397ms/epoch - 3ms/step
Epoch 8218/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 393ms/epoch - 3ms/step
Epoch 8219/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 397ms/epoch - 3ms/step
Epoch 8220/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9695 - 395ms/epoch - 3ms/step
Epoch 8221/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9698 - val_loss: 0.2139 - val_auc: 0.9693 - 399ms/epoch - 3ms/step
Epoch 8222/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 399ms/epoch - 3ms/step
Epoch 8223/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9695 - 392ms/epoch - 3ms/step
Epoch 8224/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9701 - val_loss: 0.2139 - val_auc: 0.9694 - 389ms/epoch - 3ms/step
Epoch 8225/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2140 - val_auc: 0.9692 - 388ms/epoch - 3ms/step
Epoch 8226/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9695 - 349ms/epoch - 3ms/step
Epoch 8227/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9695 - 406ms/epoch - 3ms/step
Epoch 8228/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9694 - 354ms/epoch - 3ms/step
Epoch 8229/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 453ms/epoch - 4ms/step
Epoch 8230/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 397ms/epoch - 3ms/step
Epoch 8231/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 396ms/epoch - 3ms/step
Epoch 8232/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 392ms/epoch - 3ms/step
Epoch 8233/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 394ms/epoch - 3ms/step
Epoch 8234/10000
124/124 - 0s - loss: 0.1973 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9693 - 398ms/epoch - 3ms/step
Epoch 8235/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9694 - 402ms/epoch - 3ms/step
Epoch 8236/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9694 - 397ms/epoch - 3ms/step
Epoch 8237/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 393ms/epoch - 3ms/step
Epoch 8238/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9694 - 347ms/epoch - 3ms/step
Epoch 8239/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9694 - 393ms/epoch - 3ms/step
Epoch 8240/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 406ms/epoch - 3ms/step
Epoch 8241/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9694 - 353ms/epoch - 3ms/step
Epoch 8242/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 389ms/epoch - 3ms/step
Epoch 8243/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 394ms/epoch - 3ms/step
Epoch 8244/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 399ms/epoch - 3ms/step
Epoch 8245/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 398ms/epoch - 3ms/step
Epoch 8246/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9694 - 393ms/epoch - 3ms/step
Epoch 8247/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 414ms/epoch - 3ms/step
Epoch 8248/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9693 - 382ms/epoch - 3ms/step
Epoch 8249/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 392ms/epoch - 3ms/step
Epoch 8250/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 395ms/epoch - 3ms/step
Epoch 8251/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 395ms/epoch - 3ms/step
Epoch 8252/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 396ms/epoch - 3ms/step
Epoch 8253/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 396ms/epoch - 3ms/step
Epoch 8254/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9694 - 396ms/epoch - 3ms/step
Epoch 8255/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 397ms/epoch - 3ms/step
Epoch 8256/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 394ms/epoch - 3ms/step
Epoch 8257/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9695 - 404ms/epoch - 3ms/step
Epoch 8258/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 395ms/epoch - 3ms/step
Epoch 8259/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 394ms/epoch - 3ms/step
Epoch 8260/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9695 - 391ms/epoch - 3ms/step
Epoch 8261/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9694 - 391ms/epoch - 3ms/step
Epoch 8262/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 395ms/epoch - 3ms/step
Epoch 8263/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 395ms/epoch - 3ms/step
Epoch 8264/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9693 - 406ms/epoch - 3ms/step
Epoch 8265/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9694 - 397ms/epoch - 3ms/step
Epoch 8266/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 394ms/epoch - 3ms/step
Epoch 8267/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 349ms/epoch - 3ms/step
Epoch 8268/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 444ms/epoch - 4ms/step
Epoch 8269/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 403ms/epoch - 3ms/step
Epoch 8270/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 346ms/epoch - 3ms/step
Epoch 8271/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 387ms/epoch - 3ms/step
Epoch 8272/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 393ms/epoch - 3ms/step
Epoch 8273/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9695 - 399ms/epoch - 3ms/step
Epoch 8274/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 407ms/epoch - 3ms/step
Epoch 8275/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2141 - val_auc: 0.9692 - 385ms/epoch - 3ms/step
Epoch 8276/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 402ms/epoch - 3ms/step
Epoch 8277/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 392ms/epoch - 3ms/step
Epoch 8278/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9695 - 397ms/epoch - 3ms/step
Epoch 8279/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 406ms/epoch - 3ms/step
Epoch 8280/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9695 - 404ms/epoch - 3ms/step
Epoch 8281/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 390ms/epoch - 3ms/step
Epoch 8282/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 389ms/epoch - 3ms/step
Epoch 8283/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 401ms/epoch - 3ms/step
Epoch 8284/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 394ms/epoch - 3ms/step
Epoch 8285/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2140 - val_auc: 0.9694 - 400ms/epoch - 3ms/step
Epoch 8286/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 394ms/epoch - 3ms/step
Epoch 8287/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 406ms/epoch - 3ms/step
Epoch 8288/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9701 - val_loss: 0.2139 - val_auc: 0.9694 - 407ms/epoch - 3ms/step
Epoch 8289/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9698 - val_loss: 0.2137 - val_auc: 0.9694 - 396ms/epoch - 3ms/step
Epoch 8290/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9694 - 446ms/epoch - 4ms/step
Epoch 8291/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2141 - val_auc: 0.9692 - 398ms/epoch - 3ms/step
Epoch 8292/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9693 - 417ms/epoch - 3ms/step
Epoch 8293/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9695 - 395ms/epoch - 3ms/step
Epoch 8294/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 396ms/epoch - 3ms/step
Epoch 8295/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 398ms/epoch - 3ms/step
Epoch 8296/10000
124/124 - 0s - loss: 0.1972 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 391ms/epoch - 3ms/step
Epoch 8297/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 395ms/epoch - 3ms/step
Epoch 8298/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9694 - 395ms/epoch - 3ms/step
Epoch 8299/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2139 - val_auc: 0.9694 - 396ms/epoch - 3ms/step
Epoch 8300/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 399ms/epoch - 3ms/step
Epoch 8301/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 396ms/epoch - 3ms/step
Epoch 8302/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9695 - 393ms/epoch - 3ms/step
Epoch 8303/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 396ms/epoch - 3ms/step
Epoch 8304/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9698 - val_loss: 0.2140 - val_auc: 0.9692 - 353ms/epoch - 3ms/step
Epoch 8305/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 389ms/epoch - 3ms/step
Epoch 8306/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 381ms/epoch - 3ms/step
Epoch 8307/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 381ms/epoch - 3ms/step
Epoch 8308/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 346ms/epoch - 3ms/step
Epoch 8309/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9695 - 340ms/epoch - 3ms/step
Epoch 8310/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 384ms/epoch - 3ms/step
Epoch 8311/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 388ms/epoch - 3ms/step
Epoch 8312/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 384ms/epoch - 3ms/step
Epoch 8313/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9694 - 339ms/epoch - 3ms/step
Epoch 8314/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 381ms/epoch - 3ms/step
Epoch 8315/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9695 - 388ms/epoch - 3ms/step
Epoch 8316/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 389ms/epoch - 3ms/step
Epoch 8317/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 340ms/epoch - 3ms/step
Epoch 8318/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 371ms/epoch - 3ms/step
Epoch 8319/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 384ms/epoch - 3ms/step
Epoch 8320/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2139 - val_auc: 0.9695 - 344ms/epoch - 3ms/step
Epoch 8321/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9695 - 375ms/epoch - 3ms/step
Epoch 8322/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9693 - 390ms/epoch - 3ms/step
Epoch 8323/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 398ms/epoch - 3ms/step
Epoch 8324/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 408ms/epoch - 3ms/step
Epoch 8325/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 385ms/epoch - 3ms/step
Epoch 8326/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 392ms/epoch - 3ms/step
Epoch 8327/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 393ms/epoch - 3ms/step
Epoch 8328/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 394ms/epoch - 3ms/step
Epoch 8329/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9702 - val_loss: 0.2137 - val_auc: 0.9696 - 390ms/epoch - 3ms/step
Epoch 8330/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 350ms/epoch - 3ms/step
Epoch 8331/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9696 - 386ms/epoch - 3ms/step
Epoch 8332/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 389ms/epoch - 3ms/step
Epoch 8333/10000
124/124 - 0s - loss: 0.1971 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9696 - 407ms/epoch - 3ms/step
Epoch 8334/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 390ms/epoch - 3ms/step
Epoch 8335/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9695 - 398ms/epoch - 3ms/step
Epoch 8336/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 406ms/epoch - 3ms/step
Epoch 8337/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 394ms/epoch - 3ms/step
Epoch 8338/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 403ms/epoch - 3ms/step
Epoch 8339/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 451ms/epoch - 4ms/step
Epoch 8340/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 406ms/epoch - 3ms/step
Epoch 8341/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 409ms/epoch - 3ms/step
Epoch 8342/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 408ms/epoch - 3ms/step
Epoch 8343/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9695 - 407ms/epoch - 3ms/step
Epoch 8344/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 392ms/epoch - 3ms/step
Epoch 8345/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 462ms/epoch - 4ms/step
Epoch 8346/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9698 - val_loss: 0.2137 - val_auc: 0.9695 - 414ms/epoch - 3ms/step
Epoch 8347/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9702 - val_loss: 0.2137 - val_auc: 0.9696 - 417ms/epoch - 3ms/step
Epoch 8348/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 415ms/epoch - 3ms/step
Epoch 8349/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 366ms/epoch - 3ms/step
Epoch 8350/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9695 - 401ms/epoch - 3ms/step
Epoch 8351/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 410ms/epoch - 3ms/step
Epoch 8352/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 391ms/epoch - 3ms/step
Epoch 8353/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 414ms/epoch - 3ms/step
Epoch 8354/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9695 - 383ms/epoch - 3ms/step
Epoch 8355/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9699 - val_loss: 0.2139 - val_auc: 0.9694 - 394ms/epoch - 3ms/step
Epoch 8356/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 387ms/epoch - 3ms/step
Epoch 8357/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9695 - 404ms/epoch - 3ms/step
Epoch 8358/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 419ms/epoch - 3ms/step
Epoch 8359/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 448ms/epoch - 4ms/step
Epoch 8360/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9694 - 406ms/epoch - 3ms/step
Epoch 8361/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 399ms/epoch - 3ms/step
Epoch 8362/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 416ms/epoch - 3ms/step
Epoch 8363/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9699 - val_loss: 0.2138 - val_auc: 0.9693 - 405ms/epoch - 3ms/step
Epoch 8364/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2139 - val_auc: 0.9695 - 399ms/epoch - 3ms/step
Epoch 8365/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 450ms/epoch - 4ms/step
Epoch 8366/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9693 - 399ms/epoch - 3ms/step
Epoch 8367/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9695 - 401ms/epoch - 3ms/step
Epoch 8368/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 408ms/epoch - 3ms/step
Epoch 8369/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 411ms/epoch - 3ms/step
Epoch 8370/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 402ms/epoch - 3ms/step
Epoch 8371/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 401ms/epoch - 3ms/step
Epoch 8372/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9699 - val_loss: 0.2136 - val_auc: 0.9695 - 409ms/epoch - 3ms/step
Epoch 8373/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 462ms/epoch - 4ms/step
Epoch 8374/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 397ms/epoch - 3ms/step
Epoch 8375/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 402ms/epoch - 3ms/step
Epoch 8376/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 400ms/epoch - 3ms/step
Epoch 8377/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 403ms/epoch - 3ms/step
Epoch 8378/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 409ms/epoch - 3ms/step
Epoch 8379/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 462ms/epoch - 4ms/step
Epoch 8380/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 405ms/epoch - 3ms/step
Epoch 8381/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 404ms/epoch - 3ms/step
Epoch 8382/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2139 - val_auc: 0.9694 - 403ms/epoch - 3ms/step
Epoch 8383/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 404ms/epoch - 3ms/step
Epoch 8384/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 410ms/epoch - 3ms/step
Epoch 8385/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9696 - 457ms/epoch - 4ms/step
Epoch 8386/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9695 - 410ms/epoch - 3ms/step
Epoch 8387/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 406ms/epoch - 3ms/step
Epoch 8388/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 409ms/epoch - 3ms/step
Epoch 8389/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 412ms/epoch - 3ms/step
Epoch 8390/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 454ms/epoch - 4ms/step
Epoch 8391/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 411ms/epoch - 3ms/step
Epoch 8392/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 429ms/epoch - 3ms/step
Epoch 8393/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 451ms/epoch - 4ms/step
Epoch 8394/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 401ms/epoch - 3ms/step
Epoch 8395/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9695 - 404ms/epoch - 3ms/step
Epoch 8396/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 403ms/epoch - 3ms/step
Epoch 8397/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 402ms/epoch - 3ms/step
Epoch 8398/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 400ms/epoch - 3ms/step
Epoch 8399/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9695 - 398ms/epoch - 3ms/step
Epoch 8400/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9695 - 404ms/epoch - 3ms/step
Epoch 8401/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 393ms/epoch - 3ms/step
Epoch 8402/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 408ms/epoch - 3ms/step
Epoch 8403/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9695 - 459ms/epoch - 4ms/step
Epoch 8404/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 399ms/epoch - 3ms/step
Epoch 8405/10000
124/124 - 0s - loss: 0.1970 - auc: 0.9699 - val_loss: 0.2136 - val_auc: 0.9696 - 397ms/epoch - 3ms/step
Epoch 8406/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 398ms/epoch - 3ms/step
Epoch 8407/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 402ms/epoch - 3ms/step
Epoch 8408/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 403ms/epoch - 3ms/step
Epoch 8409/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9695 - 405ms/epoch - 3ms/step
Epoch 8410/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9695 - 399ms/epoch - 3ms/step
Epoch 8411/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 410ms/epoch - 3ms/step
Epoch 8412/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 411ms/epoch - 3ms/step
Epoch 8413/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9694 - 444ms/epoch - 4ms/step
Epoch 8414/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 420ms/epoch - 3ms/step
Epoch 8415/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 400ms/epoch - 3ms/step
Epoch 8416/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 410ms/epoch - 3ms/step
Epoch 8417/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 467ms/epoch - 4ms/step
Epoch 8418/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 411ms/epoch - 3ms/step
Epoch 8419/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 394ms/epoch - 3ms/step
Epoch 8420/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9695 - 397ms/epoch - 3ms/step
Epoch 8421/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 411ms/epoch - 3ms/step
Epoch 8422/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 392ms/epoch - 3ms/step
Epoch 8423/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 402ms/epoch - 3ms/step
Epoch 8424/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 491ms/epoch - 4ms/step
Epoch 8425/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2137 - val_auc: 0.9696 - 409ms/epoch - 3ms/step
Epoch 8426/10000
124/124 - 1s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 589ms/epoch - 5ms/step
Epoch 8427/10000
124/124 - 1s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 584ms/epoch - 5ms/step
Epoch 8428/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9699 - val_loss: 0.2136 - val_auc: 0.9696 - 399ms/epoch - 3ms/step
Epoch 8429/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 399ms/epoch - 3ms/step
Epoch 8430/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 406ms/epoch - 3ms/step
Epoch 8431/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 405ms/epoch - 3ms/step
Epoch 8432/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9699 - val_loss: 0.2136 - val_auc: 0.9696 - 409ms/epoch - 3ms/step
Epoch 8433/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9694 - 456ms/epoch - 4ms/step
Epoch 8434/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2137 - val_auc: 0.9696 - 407ms/epoch - 3ms/step
Epoch 8435/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9694 - 408ms/epoch - 3ms/step
Epoch 8436/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9695 - 401ms/epoch - 3ms/step
Epoch 8437/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9697 - 403ms/epoch - 3ms/step
Epoch 8438/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 410ms/epoch - 3ms/step
Epoch 8439/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 451ms/epoch - 4ms/step
Epoch 8440/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 405ms/epoch - 3ms/step
Epoch 8441/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 406ms/epoch - 3ms/step
Epoch 8442/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 416ms/epoch - 3ms/step
Epoch 8443/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9694 - 413ms/epoch - 3ms/step
Epoch 8444/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 468ms/epoch - 4ms/step
Epoch 8445/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9697 - 405ms/epoch - 3ms/step
Epoch 8446/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9697 - 414ms/epoch - 3ms/step
Epoch 8447/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 404ms/epoch - 3ms/step
Epoch 8448/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9697 - 402ms/epoch - 3ms/step
Epoch 8449/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2137 - val_auc: 0.9695 - 448ms/epoch - 4ms/step
Epoch 8450/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 402ms/epoch - 3ms/step
Epoch 8451/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 399ms/epoch - 3ms/step
Epoch 8452/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 403ms/epoch - 3ms/step
Epoch 8453/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9695 - 401ms/epoch - 3ms/step
Epoch 8454/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2137 - val_auc: 0.9695 - 402ms/epoch - 3ms/step
Epoch 8455/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 401ms/epoch - 3ms/step
Epoch 8456/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 403ms/epoch - 3ms/step
Epoch 8457/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 399ms/epoch - 3ms/step
Epoch 8458/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9702 - val_loss: 0.2137 - val_auc: 0.9695 - 464ms/epoch - 4ms/step
Epoch 8459/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9698 - 410ms/epoch - 3ms/step
Epoch 8460/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 399ms/epoch - 3ms/step
Epoch 8461/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 403ms/epoch - 3ms/step
Epoch 8462/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9695 - 413ms/epoch - 3ms/step
Epoch 8463/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 397ms/epoch - 3ms/step
Epoch 8464/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9695 - 414ms/epoch - 3ms/step
Epoch 8465/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 442ms/epoch - 4ms/step
Epoch 8466/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9703 - val_loss: 0.2136 - val_auc: 0.9696 - 459ms/epoch - 4ms/step
Epoch 8467/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 350ms/epoch - 3ms/step
Epoch 8468/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 412ms/epoch - 3ms/step
Epoch 8469/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 395ms/epoch - 3ms/step
Epoch 8470/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 397ms/epoch - 3ms/step
Epoch 8471/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 397ms/epoch - 3ms/step
Epoch 8472/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 416ms/epoch - 3ms/step
Epoch 8473/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 386ms/epoch - 3ms/step
Epoch 8474/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9694 - 397ms/epoch - 3ms/step
Epoch 8475/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9696 - 395ms/epoch - 3ms/step
Epoch 8476/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 394ms/epoch - 3ms/step
Epoch 8477/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 395ms/epoch - 3ms/step
Epoch 8478/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2138 - val_auc: 0.9695 - 398ms/epoch - 3ms/step
Epoch 8479/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9700 - val_loss: 0.2135 - val_auc: 0.9696 - 394ms/epoch - 3ms/step
Epoch 8480/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9697 - 398ms/epoch - 3ms/step
Epoch 8481/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9697 - 400ms/epoch - 3ms/step
Epoch 8482/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9696 - 401ms/epoch - 3ms/step
Epoch 8483/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 400ms/epoch - 3ms/step
Epoch 8484/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2137 - val_auc: 0.9694 - 407ms/epoch - 3ms/step
Epoch 8485/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2138 - val_auc: 0.9695 - 458ms/epoch - 4ms/step
Epoch 8486/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9695 - 406ms/epoch - 3ms/step
Epoch 8487/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9698 - 403ms/epoch - 3ms/step
Epoch 8488/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 414ms/epoch - 3ms/step
Epoch 8489/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9698 - 408ms/epoch - 3ms/step
Epoch 8490/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 402ms/epoch - 3ms/step
Epoch 8491/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 449ms/epoch - 4ms/step
Epoch 8492/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 403ms/epoch - 3ms/step
Epoch 8493/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9696 - 396ms/epoch - 3ms/step
Epoch 8494/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 396ms/epoch - 3ms/step
Epoch 8495/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 350ms/epoch - 3ms/step
Epoch 8496/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 388ms/epoch - 3ms/step
Epoch 8497/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2135 - val_auc: 0.9695 - 388ms/epoch - 3ms/step
Epoch 8498/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 409ms/epoch - 3ms/step
Epoch 8499/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9695 - 388ms/epoch - 3ms/step
Epoch 8500/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9696 - 399ms/epoch - 3ms/step
Epoch 8501/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9698 - 395ms/epoch - 3ms/step
Epoch 8502/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 401ms/epoch - 3ms/step
Epoch 8503/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 403ms/epoch - 3ms/step
Epoch 8504/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 448ms/epoch - 4ms/step
Epoch 8505/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 397ms/epoch - 3ms/step
Epoch 8506/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9696 - 416ms/epoch - 3ms/step
Epoch 8507/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 406ms/epoch - 3ms/step
Epoch 8508/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 399ms/epoch - 3ms/step
Epoch 8509/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9696 - 396ms/epoch - 3ms/step
Epoch 8510/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9695 - 400ms/epoch - 3ms/step
Epoch 8511/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9695 - 401ms/epoch - 3ms/step
Epoch 8512/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9700 - val_loss: 0.2135 - val_auc: 0.9696 - 416ms/epoch - 3ms/step
Epoch 8513/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 397ms/epoch - 3ms/step
Epoch 8514/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2135 - val_auc: 0.9697 - 400ms/epoch - 3ms/step
Epoch 8515/10000
124/124 - 0s - loss: 0.1969 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 344ms/epoch - 3ms/step
Epoch 8516/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 406ms/epoch - 3ms/step
Epoch 8517/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 451ms/epoch - 4ms/step
Epoch 8518/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 349ms/epoch - 3ms/step
Epoch 8519/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 346ms/epoch - 3ms/step
Epoch 8520/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2137 - val_auc: 0.9695 - 389ms/epoch - 3ms/step
Epoch 8521/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2137 - val_auc: 0.9695 - 394ms/epoch - 3ms/step
Epoch 8522/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 396ms/epoch - 3ms/step
Epoch 8523/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 401ms/epoch - 3ms/step
Epoch 8524/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 398ms/epoch - 3ms/step
Epoch 8525/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 400ms/epoch - 3ms/step
Epoch 8526/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9696 - 402ms/epoch - 3ms/step
Epoch 8527/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 402ms/epoch - 3ms/step
Epoch 8528/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 400ms/epoch - 3ms/step
Epoch 8529/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9697 - 388ms/epoch - 3ms/step
Epoch 8530/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 404ms/epoch - 3ms/step
Epoch 8531/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 449ms/epoch - 4ms/step
Epoch 8532/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 404ms/epoch - 3ms/step
Epoch 8533/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9697 - 399ms/epoch - 3ms/step
Epoch 8534/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 400ms/epoch - 3ms/step
Epoch 8535/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 403ms/epoch - 3ms/step
Epoch 8536/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 400ms/epoch - 3ms/step
Epoch 8537/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9695 - 394ms/epoch - 3ms/step
Epoch 8538/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 402ms/epoch - 3ms/step
Epoch 8539/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 400ms/epoch - 3ms/step
Epoch 8540/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9696 - 399ms/epoch - 3ms/step
Epoch 8541/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 396ms/epoch - 3ms/step
Epoch 8542/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 405ms/epoch - 3ms/step
Epoch 8543/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9696 - 390ms/epoch - 3ms/step
Epoch 8544/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9695 - 392ms/epoch - 3ms/step
Epoch 8545/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 396ms/epoch - 3ms/step
Epoch 8546/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 397ms/epoch - 3ms/step
Epoch 8547/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2139 - val_auc: 0.9694 - 399ms/epoch - 3ms/step
Epoch 8548/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 400ms/epoch - 3ms/step
Epoch 8549/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9695 - 400ms/epoch - 3ms/step
Epoch 8550/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 402ms/epoch - 3ms/step
Epoch 8551/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9697 - 398ms/epoch - 3ms/step
Epoch 8552/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2138 - val_auc: 0.9694 - 395ms/epoch - 3ms/step
Epoch 8553/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2138 - val_auc: 0.9695 - 399ms/epoch - 3ms/step
Epoch 8554/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9695 - 400ms/epoch - 3ms/step
Epoch 8555/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 401ms/epoch - 3ms/step
Epoch 8556/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 397ms/epoch - 3ms/step
Epoch 8557/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9698 - 397ms/epoch - 3ms/step
Epoch 8558/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9697 - 403ms/epoch - 3ms/step
Epoch 8559/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9695 - 404ms/epoch - 3ms/step
Epoch 8560/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9700 - val_loss: 0.2135 - val_auc: 0.9696 - 399ms/epoch - 3ms/step
Epoch 8561/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9696 - 393ms/epoch - 3ms/step
Epoch 8562/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 405ms/epoch - 3ms/step
Epoch 8563/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 405ms/epoch - 3ms/step
Epoch 8564/10000
124/124 - 0s - loss: 0.1968 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9695 - 392ms/epoch - 3ms/step
Epoch 8565/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 392ms/epoch - 3ms/step
Epoch 8566/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 387ms/epoch - 3ms/step
Epoch 8567/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 409ms/epoch - 3ms/step
Epoch 8568/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 393ms/epoch - 3ms/step
Epoch 8569/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9703 - val_loss: 0.2136 - val_auc: 0.9696 - 409ms/epoch - 3ms/step
Epoch 8570/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 379ms/epoch - 3ms/step
Epoch 8571/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 388ms/epoch - 3ms/step
Epoch 8572/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 387ms/epoch - 3ms/step
Epoch 8573/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 390ms/epoch - 3ms/step
Epoch 8574/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 346ms/epoch - 3ms/step
Epoch 8575/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2138 - val_auc: 0.9695 - 339ms/epoch - 3ms/step
Epoch 8576/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9696 - 390ms/epoch - 3ms/step
Epoch 8577/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 390ms/epoch - 3ms/step
Epoch 8578/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 395ms/epoch - 3ms/step
Epoch 8579/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 389ms/epoch - 3ms/step
Epoch 8580/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 344ms/epoch - 3ms/step
Epoch 8581/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9703 - val_loss: 0.2136 - val_auc: 0.9696 - 379ms/epoch - 3ms/step
Epoch 8582/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9696 - 389ms/epoch - 3ms/step
Epoch 8583/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 391ms/epoch - 3ms/step
Epoch 8584/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9698 - 390ms/epoch - 3ms/step
Epoch 8585/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 393ms/epoch - 3ms/step
Epoch 8586/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 392ms/epoch - 3ms/step
Epoch 8587/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9698 - 397ms/epoch - 3ms/step
Epoch 8588/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 397ms/epoch - 3ms/step
Epoch 8589/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9696 - 395ms/epoch - 3ms/step
Epoch 8590/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 400ms/epoch - 3ms/step
Epoch 8591/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 397ms/epoch - 3ms/step
Epoch 8592/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9696 - 395ms/epoch - 3ms/step
Epoch 8593/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 404ms/epoch - 3ms/step
Epoch 8594/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9697 - 402ms/epoch - 3ms/step
Epoch 8595/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 415ms/epoch - 3ms/step
Epoch 8596/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 404ms/epoch - 3ms/step
Epoch 8597/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9700 - val_loss: 0.2137 - val_auc: 0.9695 - 393ms/epoch - 3ms/step
Epoch 8598/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 401ms/epoch - 3ms/step
Epoch 8599/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 413ms/epoch - 3ms/step
Epoch 8600/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9697 - 439ms/epoch - 4ms/step
Epoch 8601/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 397ms/epoch - 3ms/step
Epoch 8602/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 399ms/epoch - 3ms/step
Epoch 8603/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9697 - 400ms/epoch - 3ms/step
Epoch 8604/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 399ms/epoch - 3ms/step
Epoch 8605/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9696 - 396ms/epoch - 3ms/step
Epoch 8606/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9696 - 396ms/epoch - 3ms/step
Epoch 8607/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 400ms/epoch - 3ms/step
Epoch 8608/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 399ms/epoch - 3ms/step
Epoch 8609/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 399ms/epoch - 3ms/step
Epoch 8610/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 401ms/epoch - 3ms/step
Epoch 8611/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 398ms/epoch - 3ms/step
Epoch 8612/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9698 - 395ms/epoch - 3ms/step
Epoch 8613/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 401ms/epoch - 3ms/step
Epoch 8614/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 404ms/epoch - 3ms/step
Epoch 8615/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 396ms/epoch - 3ms/step
Epoch 8616/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 400ms/epoch - 3ms/step
Epoch 8617/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 405ms/epoch - 3ms/step
Epoch 8618/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 395ms/epoch - 3ms/step
Epoch 8619/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9696 - 396ms/epoch - 3ms/step
Epoch 8620/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 401ms/epoch - 3ms/step
Epoch 8621/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 398ms/epoch - 3ms/step
Epoch 8622/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 398ms/epoch - 3ms/step
Epoch 8623/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 398ms/epoch - 3ms/step
Epoch 8624/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 394ms/epoch - 3ms/step
Epoch 8625/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 393ms/epoch - 3ms/step
Epoch 8626/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 392ms/epoch - 3ms/step
Epoch 8627/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 396ms/epoch - 3ms/step
Epoch 8628/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9697 - 393ms/epoch - 3ms/step
Epoch 8629/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 398ms/epoch - 3ms/step
Epoch 8630/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9698 - 396ms/epoch - 3ms/step
Epoch 8631/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 399ms/epoch - 3ms/step
Epoch 8632/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 395ms/epoch - 3ms/step
Epoch 8633/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 409ms/epoch - 3ms/step
Epoch 8634/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 405ms/epoch - 3ms/step
Epoch 8635/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9696 - 405ms/epoch - 3ms/step
Epoch 8636/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9703 - val_loss: 0.2136 - val_auc: 0.9696 - 457ms/epoch - 4ms/step
Epoch 8637/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 403ms/epoch - 3ms/step
Epoch 8638/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 410ms/epoch - 3ms/step
Epoch 8639/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9696 - 402ms/epoch - 3ms/step
Epoch 8640/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 400ms/epoch - 3ms/step
Epoch 8641/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 401ms/epoch - 3ms/step
Epoch 8642/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 463ms/epoch - 4ms/step
Epoch 8643/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 341ms/epoch - 3ms/step
Epoch 8644/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 397ms/epoch - 3ms/step
Epoch 8645/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 394ms/epoch - 3ms/step
Epoch 8646/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 396ms/epoch - 3ms/step
Epoch 8647/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9697 - 402ms/epoch - 3ms/step
Epoch 8648/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 399ms/epoch - 3ms/step
Epoch 8649/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 402ms/epoch - 3ms/step
Epoch 8650/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 391ms/epoch - 3ms/step
Epoch 8651/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 390ms/epoch - 3ms/step
Epoch 8652/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 395ms/epoch - 3ms/step
Epoch 8653/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 406ms/epoch - 3ms/step
Epoch 8654/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2137 - val_auc: 0.9695 - 460ms/epoch - 4ms/step
Epoch 8655/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 418ms/epoch - 3ms/step
Epoch 8656/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9696 - 413ms/epoch - 3ms/step
Epoch 8657/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9699 - 394ms/epoch - 3ms/step
Epoch 8658/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 393ms/epoch - 3ms/step
Epoch 8659/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 398ms/epoch - 3ms/step
Epoch 8660/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9696 - 399ms/epoch - 3ms/step
Epoch 8661/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 403ms/epoch - 3ms/step
Epoch 8662/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9698 - 405ms/epoch - 3ms/step
Epoch 8663/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 392ms/epoch - 3ms/step
Epoch 8664/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9696 - 397ms/epoch - 3ms/step
Epoch 8665/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2137 - val_auc: 0.9696 - 394ms/epoch - 3ms/step
Epoch 8666/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9699 - 422ms/epoch - 3ms/step
Epoch 8667/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 404ms/epoch - 3ms/step
Epoch 8668/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 353ms/epoch - 3ms/step
Epoch 8669/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 385ms/epoch - 3ms/step
Epoch 8670/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 394ms/epoch - 3ms/step
Epoch 8671/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 395ms/epoch - 3ms/step
Epoch 8672/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 427ms/epoch - 3ms/step
Epoch 8673/10000
124/124 - 0s - loss: 0.1967 - auc: 0.9699 - val_loss: 0.2137 - val_auc: 0.9695 - 367ms/epoch - 3ms/step
Epoch 8674/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9696 - 401ms/epoch - 3ms/step
Epoch 8675/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9696 - 398ms/epoch - 3ms/step
Epoch 8676/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 403ms/epoch - 3ms/step
Epoch 8677/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9697 - 404ms/epoch - 3ms/step
Epoch 8678/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9695 - 389ms/epoch - 3ms/step
Epoch 8679/10000
124/124 - 0s - loss: 0.1966 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 396ms/epoch - 3ms/step
Epoch 8680/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 396ms/epoch - 3ms/step
Epoch 8681/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 400ms/epoch - 3ms/step
Epoch 8682/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 393ms/epoch - 3ms/step
Epoch 8683/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9695 - 399ms/epoch - 3ms/step
Epoch 8684/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9697 - 398ms/epoch - 3ms/step
Epoch 8685/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9696 - 398ms/epoch - 3ms/step
Epoch 8686/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9696 - 394ms/epoch - 3ms/step
Epoch 8687/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 419ms/epoch - 3ms/step
Epoch 8688/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 379ms/epoch - 3ms/step
Epoch 8689/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9697 - 410ms/epoch - 3ms/step
Epoch 8690/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9700 - val_loss: 0.2136 - val_auc: 0.9696 - 403ms/epoch - 3ms/step
Epoch 8691/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9700 - val_loss: 0.2135 - val_auc: 0.9697 - 401ms/epoch - 3ms/step
Epoch 8692/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 396ms/epoch - 3ms/step
Epoch 8693/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9697 - 349ms/epoch - 3ms/step
Epoch 8694/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9698 - 394ms/epoch - 3ms/step
Epoch 8695/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9696 - 392ms/epoch - 3ms/step
Epoch 8696/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 390ms/epoch - 3ms/step
Epoch 8697/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 402ms/epoch - 3ms/step
Epoch 8698/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 391ms/epoch - 3ms/step
Epoch 8699/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 397ms/epoch - 3ms/step
Epoch 8700/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2136 - val_auc: 0.9696 - 404ms/epoch - 3ms/step
Epoch 8701/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2136 - val_auc: 0.9696 - 392ms/epoch - 3ms/step
Epoch 8702/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 397ms/epoch - 3ms/step
Epoch 8703/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9698 - 396ms/epoch - 3ms/step
Epoch 8704/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 396ms/epoch - 3ms/step
Epoch 8705/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 396ms/epoch - 3ms/step
Epoch 8706/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 398ms/epoch - 3ms/step
Epoch 8707/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 404ms/epoch - 3ms/step
Epoch 8708/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9699 - 395ms/epoch - 3ms/step
Epoch 8709/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9699 - 396ms/epoch - 3ms/step
Epoch 8710/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 409ms/epoch - 3ms/step
Epoch 8711/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 458ms/epoch - 4ms/step
Epoch 8712/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 440ms/epoch - 4ms/step
Epoch 8713/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 455ms/epoch - 4ms/step
Epoch 8714/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 395ms/epoch - 3ms/step
Epoch 8715/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 350ms/epoch - 3ms/step
Epoch 8716/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9698 - 389ms/epoch - 3ms/step
Epoch 8717/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9698 - 417ms/epoch - 3ms/step
Epoch 8718/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 379ms/epoch - 3ms/step
Epoch 8719/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9703 - val_loss: 0.2136 - val_auc: 0.9696 - 399ms/epoch - 3ms/step
Epoch 8720/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9698 - 448ms/epoch - 4ms/step
Epoch 8721/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9696 - 349ms/epoch - 3ms/step
Epoch 8722/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 463ms/epoch - 4ms/step
Epoch 8723/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 416ms/epoch - 3ms/step
Epoch 8724/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2139 - val_auc: 0.9695 - 472ms/epoch - 4ms/step
Epoch 8725/10000
124/124 - 1s - loss: 0.1966 - auc: 0.9700 - val_loss: 0.2135 - val_auc: 0.9697 - 597ms/epoch - 5ms/step
Epoch 8726/10000
124/124 - 1s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 507ms/epoch - 4ms/step
Epoch 8727/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 399ms/epoch - 3ms/step
Epoch 8728/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2137 - val_auc: 0.9696 - 395ms/epoch - 3ms/step
Epoch 8729/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9699 - 397ms/epoch - 3ms/step
Epoch 8730/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 403ms/epoch - 3ms/step
Epoch 8731/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9698 - 406ms/epoch - 3ms/step
Epoch 8732/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 400ms/epoch - 3ms/step
Epoch 8733/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 414ms/epoch - 3ms/step
Epoch 8734/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 454ms/epoch - 4ms/step
Epoch 8735/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 406ms/epoch - 3ms/step
Epoch 8736/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9699 - 407ms/epoch - 3ms/step
Epoch 8737/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 408ms/epoch - 3ms/step
Epoch 8738/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9698 - 406ms/epoch - 3ms/step
Epoch 8739/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9698 - 462ms/epoch - 4ms/step
Epoch 8740/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 424ms/epoch - 3ms/step
Epoch 8741/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2137 - val_auc: 0.9695 - 393ms/epoch - 3ms/step
Epoch 8742/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 416ms/epoch - 3ms/step
Epoch 8743/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 444ms/epoch - 4ms/step
Epoch 8744/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9697 - 408ms/epoch - 3ms/step
Epoch 8745/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 405ms/epoch - 3ms/step
Epoch 8746/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 397ms/epoch - 3ms/step
Epoch 8747/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 396ms/epoch - 3ms/step
Epoch 8748/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9699 - 410ms/epoch - 3ms/step
Epoch 8749/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9697 - 404ms/epoch - 3ms/step
Epoch 8750/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 406ms/epoch - 3ms/step
Epoch 8751/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9699 - 397ms/epoch - 3ms/step
Epoch 8752/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 451ms/epoch - 4ms/step
Epoch 8753/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9698 - 404ms/epoch - 3ms/step
Epoch 8754/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 399ms/epoch - 3ms/step
Epoch 8755/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 392ms/epoch - 3ms/step
Epoch 8756/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9698 - 339ms/epoch - 3ms/step
Epoch 8757/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 377ms/epoch - 3ms/step
Epoch 8758/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 392ms/epoch - 3ms/step
Epoch 8759/10000
124/124 - 0s - loss: 0.1965 - auc: 0.9701 - val_loss: 0.2133 - val_auc: 0.9697 - 387ms/epoch - 3ms/step
Epoch 8760/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 392ms/epoch - 3ms/step
Epoch 8761/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 353ms/epoch - 3ms/step
Epoch 8762/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 389ms/epoch - 3ms/step
Epoch 8763/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9696 - 386ms/epoch - 3ms/step
Epoch 8764/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9699 - 388ms/epoch - 3ms/step
Epoch 8765/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 400ms/epoch - 3ms/step
Epoch 8766/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 381ms/epoch - 3ms/step
Epoch 8767/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 389ms/epoch - 3ms/step
Epoch 8768/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 334ms/epoch - 3ms/step
Epoch 8769/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 382ms/epoch - 3ms/step
Epoch 8770/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 388ms/epoch - 3ms/step
Epoch 8771/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 393ms/epoch - 3ms/step
Epoch 8772/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 343ms/epoch - 3ms/step
Epoch 8773/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 352ms/epoch - 3ms/step
Epoch 8774/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 396ms/epoch - 3ms/step
Epoch 8775/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9704 - val_loss: 0.2135 - val_auc: 0.9697 - 449ms/epoch - 4ms/step
Epoch 8776/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 405ms/epoch - 3ms/step
Epoch 8777/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 393ms/epoch - 3ms/step
Epoch 8778/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 341ms/epoch - 3ms/step
Epoch 8779/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 378ms/epoch - 3ms/step
Epoch 8780/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 385ms/epoch - 3ms/step
Epoch 8781/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 389ms/epoch - 3ms/step
Epoch 8782/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 391ms/epoch - 3ms/step
Epoch 8783/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 344ms/epoch - 3ms/step
Epoch 8784/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 388ms/epoch - 3ms/step
Epoch 8785/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9696 - 389ms/epoch - 3ms/step
Epoch 8786/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 414ms/epoch - 3ms/step
Epoch 8787/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 397ms/epoch - 3ms/step
Epoch 8788/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 385ms/epoch - 3ms/step
Epoch 8789/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 387ms/epoch - 3ms/step
Epoch 8790/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 374ms/epoch - 3ms/step
Epoch 8791/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 350ms/epoch - 3ms/step
Epoch 8792/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 373ms/epoch - 3ms/step
Epoch 8793/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 380ms/epoch - 3ms/step
Epoch 8794/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9699 - 342ms/epoch - 3ms/step
Epoch 8795/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 341ms/epoch - 3ms/step
Epoch 8796/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 385ms/epoch - 3ms/step
Epoch 8797/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 380ms/epoch - 3ms/step
Epoch 8798/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 338ms/epoch - 3ms/step
Epoch 8799/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 374ms/epoch - 3ms/step
Epoch 8800/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 379ms/epoch - 3ms/step
Epoch 8801/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 365ms/epoch - 3ms/step
Epoch 8802/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 360ms/epoch - 3ms/step
Epoch 8803/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 384ms/epoch - 3ms/step
Epoch 8804/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 389ms/epoch - 3ms/step
Epoch 8805/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 383ms/epoch - 3ms/step
Epoch 8806/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 342ms/epoch - 3ms/step
Epoch 8807/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2136 - val_auc: 0.9697 - 377ms/epoch - 3ms/step
Epoch 8808/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 387ms/epoch - 3ms/step
Epoch 8809/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 382ms/epoch - 3ms/step
Epoch 8810/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 334ms/epoch - 3ms/step
Epoch 8811/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 386ms/epoch - 3ms/step
Epoch 8812/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 384ms/epoch - 3ms/step
Epoch 8813/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 345ms/epoch - 3ms/step
Epoch 8814/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 382ms/epoch - 3ms/step
Epoch 8815/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 381ms/epoch - 3ms/step
Epoch 8816/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 381ms/epoch - 3ms/step
Epoch 8817/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 340ms/epoch - 3ms/step
Epoch 8818/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 382ms/epoch - 3ms/step
Epoch 8819/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 383ms/epoch - 3ms/step
Epoch 8820/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 380ms/epoch - 3ms/step
Epoch 8821/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9701 - val_loss: 0.2134 - val_auc: 0.9698 - 328ms/epoch - 3ms/step
Epoch 8822/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 380ms/epoch - 3ms/step
Epoch 8823/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9697 - 339ms/epoch - 3ms/step
Epoch 8824/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 341ms/epoch - 3ms/step
Epoch 8825/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 381ms/epoch - 3ms/step
Epoch 8826/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 381ms/epoch - 3ms/step
Epoch 8827/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9697 - 388ms/epoch - 3ms/step
Epoch 8828/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 332ms/epoch - 3ms/step
Epoch 8829/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 383ms/epoch - 3ms/step
Epoch 8830/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 378ms/epoch - 3ms/step
Epoch 8831/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 332ms/epoch - 3ms/step
Epoch 8832/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 386ms/epoch - 3ms/step
Epoch 8833/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 387ms/epoch - 3ms/step
Epoch 8834/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 345ms/epoch - 3ms/step
Epoch 8835/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 340ms/epoch - 3ms/step
Epoch 8836/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 382ms/epoch - 3ms/step
Epoch 8837/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 389ms/epoch - 3ms/step
Epoch 8838/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 385ms/epoch - 3ms/step
Epoch 8839/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 330ms/epoch - 3ms/step
Epoch 8840/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 386ms/epoch - 3ms/step
Epoch 8841/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 385ms/epoch - 3ms/step
Epoch 8842/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 343ms/epoch - 3ms/step
Epoch 8843/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 367ms/epoch - 3ms/step
Epoch 8844/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 384ms/epoch - 3ms/step
Epoch 8845/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 356ms/epoch - 3ms/step
Epoch 8846/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 352ms/epoch - 3ms/step
Epoch 8847/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 329ms/epoch - 3ms/step
Epoch 8848/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 321ms/epoch - 3ms/step
Epoch 8849/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 321ms/epoch - 3ms/step
Epoch 8850/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 360ms/epoch - 3ms/step
Epoch 8851/10000
124/124 - 0s - loss: 0.1964 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 322ms/epoch - 3ms/step
Epoch 8852/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 369ms/epoch - 3ms/step
Epoch 8853/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 322ms/epoch - 3ms/step
Epoch 8854/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 327ms/epoch - 3ms/step
Epoch 8855/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9700 - 362ms/epoch - 3ms/step
Epoch 8856/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 319ms/epoch - 3ms/step
Epoch 8857/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 377ms/epoch - 3ms/step
Epoch 8858/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2136 - val_auc: 0.9697 - 327ms/epoch - 3ms/step
Epoch 8859/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 374ms/epoch - 3ms/step
Epoch 8860/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 374ms/epoch - 3ms/step
Epoch 8861/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 320ms/epoch - 3ms/step
Epoch 8862/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 328ms/epoch - 3ms/step
Epoch 8863/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2136 - val_auc: 0.9696 - 357ms/epoch - 3ms/step
Epoch 8864/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 319ms/epoch - 3ms/step
Epoch 8865/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 368ms/epoch - 3ms/step
Epoch 8866/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 319ms/epoch - 3ms/step
Epoch 8867/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 329ms/epoch - 3ms/step
Epoch 8868/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 354ms/epoch - 3ms/step
Epoch 8869/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 321ms/epoch - 3ms/step
Epoch 8870/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 378ms/epoch - 3ms/step
Epoch 8871/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 387ms/epoch - 3ms/step
Epoch 8872/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 348ms/epoch - 3ms/step
Epoch 8873/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 386ms/epoch - 3ms/step
Epoch 8874/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 383ms/epoch - 3ms/step
Epoch 8875/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2135 - val_auc: 0.9697 - 388ms/epoch - 3ms/step
Epoch 8876/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 391ms/epoch - 3ms/step
Epoch 8877/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 387ms/epoch - 3ms/step
Epoch 8878/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 333ms/epoch - 3ms/step
Epoch 8879/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9700 - 373ms/epoch - 3ms/step
Epoch 8880/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 335ms/epoch - 3ms/step
Epoch 8881/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 377ms/epoch - 3ms/step
Epoch 8882/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 381ms/epoch - 3ms/step
Epoch 8883/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 341ms/epoch - 3ms/step
Epoch 8884/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 329ms/epoch - 3ms/step
Epoch 8885/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 382ms/epoch - 3ms/step
Epoch 8886/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2136 - val_auc: 0.9696 - 335ms/epoch - 3ms/step
Epoch 8887/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9697 - 371ms/epoch - 3ms/step
Epoch 8888/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 386ms/epoch - 3ms/step
Epoch 8889/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9701 - val_loss: 0.2135 - val_auc: 0.9697 - 393ms/epoch - 3ms/step
Epoch 8890/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 395ms/epoch - 3ms/step
Epoch 8891/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 345ms/epoch - 3ms/step
Epoch 8892/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 385ms/epoch - 3ms/step
Epoch 8893/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 389ms/epoch - 3ms/step
Epoch 8894/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 388ms/epoch - 3ms/step
Epoch 8895/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 392ms/epoch - 3ms/step
Epoch 8896/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 397ms/epoch - 3ms/step
Epoch 8897/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2135 - val_auc: 0.9697 - 390ms/epoch - 3ms/step
Epoch 8898/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 347ms/epoch - 3ms/step
Epoch 8899/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 378ms/epoch - 3ms/step
Epoch 8900/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 405ms/epoch - 3ms/step
Epoch 8901/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 386ms/epoch - 3ms/step
Epoch 8902/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 395ms/epoch - 3ms/step
Epoch 8903/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 388ms/epoch - 3ms/step
Epoch 8904/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 378ms/epoch - 3ms/step
Epoch 8905/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 333ms/epoch - 3ms/step
Epoch 8906/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 378ms/epoch - 3ms/step
Epoch 8907/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9699 - 336ms/epoch - 3ms/step
Epoch 8908/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 383ms/epoch - 3ms/step
Epoch 8909/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 400ms/epoch - 3ms/step
Epoch 8910/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 388ms/epoch - 3ms/step
Epoch 8911/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 390ms/epoch - 3ms/step
Epoch 8912/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 388ms/epoch - 3ms/step
Epoch 8913/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 392ms/epoch - 3ms/step
Epoch 8914/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 403ms/epoch - 3ms/step
Epoch 8915/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 402ms/epoch - 3ms/step
Epoch 8916/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 387ms/epoch - 3ms/step
Epoch 8917/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 339ms/epoch - 3ms/step
Epoch 8918/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 372ms/epoch - 3ms/step
Epoch 8919/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 387ms/epoch - 3ms/step
Epoch 8920/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 382ms/epoch - 3ms/step
Epoch 8921/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 346ms/epoch - 3ms/step
Epoch 8922/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2132 - val_auc: 0.9699 - 384ms/epoch - 3ms/step
Epoch 8923/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9701 - val_loss: 0.2133 - val_auc: 0.9699 - 378ms/epoch - 3ms/step
Epoch 8924/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 381ms/epoch - 3ms/step
Epoch 8925/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 332ms/epoch - 3ms/step
Epoch 8926/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 403ms/epoch - 3ms/step
Epoch 8927/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 372ms/epoch - 3ms/step
Epoch 8928/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 337ms/epoch - 3ms/step
Epoch 8929/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 369ms/epoch - 3ms/step
Epoch 8930/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 375ms/epoch - 3ms/step
Epoch 8931/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 324ms/epoch - 3ms/step
Epoch 8932/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9697 - 372ms/epoch - 3ms/step
Epoch 8933/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 327ms/epoch - 3ms/step
Epoch 8934/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 380ms/epoch - 3ms/step
Epoch 8935/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 327ms/epoch - 3ms/step
Epoch 8936/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 380ms/epoch - 3ms/step
Epoch 8937/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 380ms/epoch - 3ms/step
Epoch 8938/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 343ms/epoch - 3ms/step
Epoch 8939/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 371ms/epoch - 3ms/step
Epoch 8940/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9698 - 381ms/epoch - 3ms/step
Epoch 8941/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 335ms/epoch - 3ms/step
Epoch 8942/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 379ms/epoch - 3ms/step
Epoch 8943/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 392ms/epoch - 3ms/step
Epoch 8944/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 389ms/epoch - 3ms/step
Epoch 8945/10000
124/124 - 0s - loss: 0.1963 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9698 - 343ms/epoch - 3ms/step
Epoch 8946/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 378ms/epoch - 3ms/step
Epoch 8947/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 383ms/epoch - 3ms/step
Epoch 8948/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 384ms/epoch - 3ms/step
Epoch 8949/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2132 - val_auc: 0.9699 - 348ms/epoch - 3ms/step
Epoch 8950/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 382ms/epoch - 3ms/step
Epoch 8951/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 388ms/epoch - 3ms/step
Epoch 8952/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 392ms/epoch - 3ms/step
Epoch 8953/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 390ms/epoch - 3ms/step
Epoch 8954/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 378ms/epoch - 3ms/step
Epoch 8955/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 333ms/epoch - 3ms/step
Epoch 8956/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 378ms/epoch - 3ms/step
Epoch 8957/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 385ms/epoch - 3ms/step
Epoch 8958/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2134 - val_auc: 0.9698 - 330ms/epoch - 3ms/step
Epoch 8959/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2136 - val_auc: 0.9696 - 384ms/epoch - 3ms/step
Epoch 8960/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 379ms/epoch - 3ms/step
Epoch 8961/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 331ms/epoch - 3ms/step
Epoch 8962/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 378ms/epoch - 3ms/step
Epoch 8963/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 385ms/epoch - 3ms/step
Epoch 8964/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9701 - val_loss: 0.2133 - val_auc: 0.9699 - 331ms/epoch - 3ms/step
Epoch 8965/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 382ms/epoch - 3ms/step
Epoch 8966/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 380ms/epoch - 3ms/step
Epoch 8967/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 333ms/epoch - 3ms/step
Epoch 8968/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 375ms/epoch - 3ms/step
Epoch 8969/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 385ms/epoch - 3ms/step
Epoch 8970/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 339ms/epoch - 3ms/step
Epoch 8971/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9698 - 378ms/epoch - 3ms/step
Epoch 8972/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9698 - 385ms/epoch - 3ms/step
Epoch 8973/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 337ms/epoch - 3ms/step
Epoch 8974/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 374ms/epoch - 3ms/step
Epoch 8975/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9698 - 386ms/epoch - 3ms/step
Epoch 8976/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 384ms/epoch - 3ms/step
Epoch 8977/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9702 - val_loss: 0.2132 - val_auc: 0.9699 - 337ms/epoch - 3ms/step
Epoch 8978/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 380ms/epoch - 3ms/step
Epoch 8979/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 384ms/epoch - 3ms/step
Epoch 8980/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 385ms/epoch - 3ms/step
Epoch 8981/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 335ms/epoch - 3ms/step
Epoch 8982/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 381ms/epoch - 3ms/step
Epoch 8983/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 381ms/epoch - 3ms/step
Epoch 8984/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 329ms/epoch - 3ms/step
Epoch 8985/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 382ms/epoch - 3ms/step
Epoch 8986/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 383ms/epoch - 3ms/step
Epoch 8987/10000
124/124 - 0s - loss: 0.1962 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 331ms/epoch - 3ms/step
Epoch 8988/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 378ms/epoch - 3ms/step
Epoch 8989/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9698 - 389ms/epoch - 3ms/step
Epoch 8990/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 343ms/epoch - 3ms/step
Epoch 8991/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 339ms/epoch - 3ms/step
Epoch 8992/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 382ms/epoch - 3ms/step
Epoch 8993/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2131 - val_auc: 0.9700 - 390ms/epoch - 3ms/step
Epoch 8994/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 391ms/epoch - 3ms/step
Epoch 8995/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9697 - 390ms/epoch - 3ms/step
Epoch 8996/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9699 - 330ms/epoch - 3ms/step
Epoch 8997/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 379ms/epoch - 3ms/step
Epoch 8998/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9702 - val_loss: 0.2132 - val_auc: 0.9700 - 336ms/epoch - 3ms/step
Epoch 8999/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 375ms/epoch - 3ms/step
Epoch 9000/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 377ms/epoch - 3ms/step
Epoch 9001/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 336ms/epoch - 3ms/step
Epoch 9002/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 389ms/epoch - 3ms/step
Epoch 9003/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 390ms/epoch - 3ms/step
Epoch 9004/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 387ms/epoch - 3ms/step
Epoch 9005/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9705 - val_loss: 0.2134 - val_auc: 0.9698 - 388ms/epoch - 3ms/step
Epoch 9006/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 343ms/epoch - 3ms/step
Epoch 9007/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 357ms/epoch - 3ms/step
Epoch 9008/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 366ms/epoch - 3ms/step
Epoch 9009/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9010/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 338ms/epoch - 3ms/step
Epoch 9011/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 376ms/epoch - 3ms/step
Epoch 9012/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9698 - 380ms/epoch - 3ms/step
Epoch 9013/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9698 - 344ms/epoch - 3ms/step
Epoch 9014/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 375ms/epoch - 3ms/step
Epoch 9015/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9698 - 382ms/epoch - 3ms/step
Epoch 9016/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 378ms/epoch - 3ms/step
Epoch 9017/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 332ms/epoch - 3ms/step
Epoch 9018/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 379ms/epoch - 3ms/step
Epoch 9019/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 391ms/epoch - 3ms/step
Epoch 9020/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9697 - 340ms/epoch - 3ms/step
Epoch 9021/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9697 - 374ms/epoch - 3ms/step
Epoch 9022/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 379ms/epoch - 3ms/step
Epoch 9023/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9702 - val_loss: 0.2132 - val_auc: 0.9699 - 334ms/epoch - 3ms/step
Epoch 9024/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 374ms/epoch - 3ms/step
Epoch 9025/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 331ms/epoch - 3ms/step
Epoch 9026/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 373ms/epoch - 3ms/step
Epoch 9027/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 376ms/epoch - 3ms/step
Epoch 9028/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9702 - val_loss: 0.2132 - val_auc: 0.9698 - 337ms/epoch - 3ms/step
Epoch 9029/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 377ms/epoch - 3ms/step
Epoch 9030/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 388ms/epoch - 3ms/step
Epoch 9031/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 391ms/epoch - 3ms/step
Epoch 9032/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 342ms/epoch - 3ms/step
Epoch 9033/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 375ms/epoch - 3ms/step
Epoch 9034/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 393ms/epoch - 3ms/step
Epoch 9035/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9705 - val_loss: 0.2133 - val_auc: 0.9699 - 389ms/epoch - 3ms/step
Epoch 9036/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 389ms/epoch - 3ms/step
Epoch 9037/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 338ms/epoch - 3ms/step
Epoch 9038/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 375ms/epoch - 3ms/step
Epoch 9039/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 386ms/epoch - 3ms/step
Epoch 9040/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 379ms/epoch - 3ms/step
Epoch 9041/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 421ms/epoch - 3ms/step
Epoch 9042/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 388ms/epoch - 3ms/step
Epoch 9043/10000
124/124 - 1s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 591ms/epoch - 5ms/step
Epoch 9044/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 402ms/epoch - 3ms/step
Epoch 9045/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 414ms/epoch - 3ms/step
Epoch 9046/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 389ms/epoch - 3ms/step
Epoch 9047/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 396ms/epoch - 3ms/step
Epoch 9048/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 392ms/epoch - 3ms/step
Epoch 9049/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 391ms/epoch - 3ms/step
Epoch 9050/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 348ms/epoch - 3ms/step
Epoch 9051/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 379ms/epoch - 3ms/step
Epoch 9052/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9698 - 390ms/epoch - 3ms/step
Epoch 9053/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 393ms/epoch - 3ms/step
Epoch 9054/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 391ms/epoch - 3ms/step
Epoch 9055/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 391ms/epoch - 3ms/step
Epoch 9056/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 400ms/epoch - 3ms/step
Epoch 9057/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 395ms/epoch - 3ms/step
Epoch 9058/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 414ms/epoch - 3ms/step
Epoch 9059/10000
124/124 - 1s - loss: 0.1960 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 532ms/epoch - 4ms/step
Epoch 9060/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 359ms/epoch - 3ms/step
Epoch 9061/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 412ms/epoch - 3ms/step
Epoch 9062/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2135 - val_auc: 0.9697 - 413ms/epoch - 3ms/step
Epoch 9063/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 353ms/epoch - 3ms/step
Epoch 9064/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9705 - val_loss: 0.2134 - val_auc: 0.9698 - 450ms/epoch - 4ms/step
Epoch 9065/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 402ms/epoch - 3ms/step
Epoch 9066/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 407ms/epoch - 3ms/step
Epoch 9067/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 414ms/epoch - 3ms/step
Epoch 9068/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 399ms/epoch - 3ms/step
Epoch 9069/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 391ms/epoch - 3ms/step
Epoch 9070/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 382ms/epoch - 3ms/step
Epoch 9071/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9702 - val_loss: 0.2131 - val_auc: 0.9701 - 391ms/epoch - 3ms/step
Epoch 9072/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 393ms/epoch - 3ms/step
Epoch 9073/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 336ms/epoch - 3ms/step
Epoch 9074/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9697 - 385ms/epoch - 3ms/step
Epoch 9075/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 378ms/epoch - 3ms/step
Epoch 9076/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 340ms/epoch - 3ms/step
Epoch 9077/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 379ms/epoch - 3ms/step
Epoch 9078/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 381ms/epoch - 3ms/step
Epoch 9079/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9698 - 380ms/epoch - 3ms/step
Epoch 9080/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 334ms/epoch - 3ms/step
Epoch 9081/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 391ms/epoch - 3ms/step
Epoch 9082/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 386ms/epoch - 3ms/step
Epoch 9083/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 382ms/epoch - 3ms/step
Epoch 9084/10000
124/124 - 0s - loss: 0.1961 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 342ms/epoch - 3ms/step
Epoch 9085/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9699 - 397ms/epoch - 3ms/step
Epoch 9086/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 380ms/epoch - 3ms/step
Epoch 9087/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 387ms/epoch - 3ms/step
Epoch 9088/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 388ms/epoch - 3ms/step
Epoch 9089/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 335ms/epoch - 3ms/step
Epoch 9090/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9698 - 386ms/epoch - 3ms/step
Epoch 9091/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 379ms/epoch - 3ms/step
Epoch 9092/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 337ms/epoch - 3ms/step
Epoch 9093/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 342ms/epoch - 3ms/step
Epoch 9094/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 385ms/epoch - 3ms/step
Epoch 9095/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 387ms/epoch - 3ms/step
Epoch 9096/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2135 - val_auc: 0.9698 - 388ms/epoch - 3ms/step
Epoch 9097/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 331ms/epoch - 3ms/step
Epoch 9098/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9699 - 381ms/epoch - 3ms/step
Epoch 9099/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 455ms/epoch - 4ms/step
Epoch 9100/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9698 - 343ms/epoch - 3ms/step
Epoch 9101/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 393ms/epoch - 3ms/step
Epoch 9102/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 388ms/epoch - 3ms/step
Epoch 9103/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9699 - 395ms/epoch - 3ms/step
Epoch 9104/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9698 - 345ms/epoch - 3ms/step
Epoch 9105/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 389ms/epoch - 3ms/step
Epoch 9106/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 383ms/epoch - 3ms/step
Epoch 9107/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 397ms/epoch - 3ms/step
Epoch 9108/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9701 - 380ms/epoch - 3ms/step
Epoch 9109/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 340ms/epoch - 3ms/step
Epoch 9110/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 374ms/epoch - 3ms/step
Epoch 9111/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 396ms/epoch - 3ms/step
Epoch 9112/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 384ms/epoch - 3ms/step
Epoch 9113/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9698 - 378ms/epoch - 3ms/step
Epoch 9114/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 332ms/epoch - 3ms/step
Epoch 9115/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9698 - 379ms/epoch - 3ms/step
Epoch 9116/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9702 - val_loss: 0.2133 - val_auc: 0.9698 - 339ms/epoch - 3ms/step
Epoch 9117/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 369ms/epoch - 3ms/step
Epoch 9118/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9698 - 381ms/epoch - 3ms/step
Epoch 9119/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 329ms/epoch - 3ms/step
Epoch 9120/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 366ms/epoch - 3ms/step
Epoch 9121/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 320ms/epoch - 3ms/step
Epoch 9122/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 370ms/epoch - 3ms/step
Epoch 9123/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 319ms/epoch - 3ms/step
Epoch 9124/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 374ms/epoch - 3ms/step
Epoch 9125/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 332ms/epoch - 3ms/step
Epoch 9126/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 375ms/epoch - 3ms/step
Epoch 9127/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9698 - 346ms/epoch - 3ms/step
Epoch 9128/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 369ms/epoch - 3ms/step
Epoch 9129/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 370ms/epoch - 3ms/step
Epoch 9130/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9701 - 321ms/epoch - 3ms/step
Epoch 9131/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9698 - 330ms/epoch - 3ms/step
Epoch 9132/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9698 - 357ms/epoch - 3ms/step
Epoch 9133/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2134 - val_auc: 0.9698 - 327ms/epoch - 3ms/step
Epoch 9134/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 360ms/epoch - 3ms/step
Epoch 9135/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 323ms/epoch - 3ms/step
Epoch 9136/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 371ms/epoch - 3ms/step
Epoch 9137/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 324ms/epoch - 3ms/step
Epoch 9138/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 375ms/epoch - 3ms/step
Epoch 9139/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 343ms/epoch - 3ms/step
Epoch 9140/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 369ms/epoch - 3ms/step
Epoch 9141/10000
124/124 - 0s - loss: 0.1960 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9701 - 371ms/epoch - 3ms/step
Epoch 9142/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9699 - 330ms/epoch - 3ms/step
Epoch 9143/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 312ms/epoch - 3ms/step
Epoch 9144/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9698 - 354ms/epoch - 3ms/step
Epoch 9145/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 318ms/epoch - 3ms/step
Epoch 9146/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9698 - 324ms/epoch - 3ms/step
Epoch 9147/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 322ms/epoch - 3ms/step
Epoch 9148/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 326ms/epoch - 3ms/step
Epoch 9149/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9698 - 365ms/epoch - 3ms/step
Epoch 9150/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2133 - val_auc: 0.9698 - 338ms/epoch - 3ms/step
Epoch 9151/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 369ms/epoch - 3ms/step
Epoch 9152/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 377ms/epoch - 3ms/step
Epoch 9153/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 350ms/epoch - 3ms/step
Epoch 9154/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 375ms/epoch - 3ms/step
Epoch 9155/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 385ms/epoch - 3ms/step
Epoch 9156/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 384ms/epoch - 3ms/step
Epoch 9157/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 344ms/epoch - 3ms/step
Epoch 9158/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 379ms/epoch - 3ms/step
Epoch 9159/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 381ms/epoch - 3ms/step
Epoch 9160/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 384ms/epoch - 3ms/step
Epoch 9161/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9701 - 338ms/epoch - 3ms/step
Epoch 9162/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 376ms/epoch - 3ms/step
Epoch 9163/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 384ms/epoch - 3ms/step
Epoch 9164/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9701 - 342ms/epoch - 3ms/step
Epoch 9165/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9699 - 375ms/epoch - 3ms/step
Epoch 9166/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9701 - 389ms/epoch - 3ms/step
Epoch 9167/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9701 - 385ms/epoch - 3ms/step
Epoch 9168/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9700 - 339ms/epoch - 3ms/step
Epoch 9169/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2133 - val_auc: 0.9699 - 371ms/epoch - 3ms/step
Epoch 9170/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 389ms/epoch - 3ms/step
Epoch 9171/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 381ms/epoch - 3ms/step
Epoch 9172/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9703 - val_loss: 0.2133 - val_auc: 0.9698 - 333ms/epoch - 3ms/step
Epoch 9173/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9699 - 379ms/epoch - 3ms/step
Epoch 9174/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9698 - 382ms/epoch - 3ms/step
Epoch 9175/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 329ms/epoch - 3ms/step
Epoch 9176/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9699 - 382ms/epoch - 3ms/step
Epoch 9177/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 386ms/epoch - 3ms/step
Epoch 9178/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 344ms/epoch - 3ms/step
Epoch 9179/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 379ms/epoch - 3ms/step
Epoch 9180/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 378ms/epoch - 3ms/step
Epoch 9181/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 339ms/epoch - 3ms/step
Epoch 9182/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 373ms/epoch - 3ms/step
Epoch 9183/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 384ms/epoch - 3ms/step
Epoch 9184/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 379ms/epoch - 3ms/step
Epoch 9185/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 350ms/epoch - 3ms/step
Epoch 9186/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 374ms/epoch - 3ms/step
Epoch 9187/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 377ms/epoch - 3ms/step
Epoch 9188/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2134 - val_auc: 0.9698 - 334ms/epoch - 3ms/step
Epoch 9189/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 381ms/epoch - 3ms/step
Epoch 9190/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9698 - 384ms/epoch - 3ms/step
Epoch 9191/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 384ms/epoch - 3ms/step
Epoch 9192/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 342ms/epoch - 3ms/step
Epoch 9193/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 438ms/epoch - 4ms/step
Epoch 9194/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9701 - 342ms/epoch - 3ms/step
Epoch 9195/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 388ms/epoch - 3ms/step
Epoch 9196/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9197/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 338ms/epoch - 3ms/step
Epoch 9198/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2134 - val_auc: 0.9698 - 375ms/epoch - 3ms/step
Epoch 9199/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 382ms/epoch - 3ms/step
Epoch 9200/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9706 - val_loss: 0.2131 - val_auc: 0.9700 - 326ms/epoch - 3ms/step
Epoch 9201/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 372ms/epoch - 3ms/step
Epoch 9202/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 328ms/epoch - 3ms/step
Epoch 9203/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9699 - 377ms/epoch - 3ms/step
Epoch 9204/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 380ms/epoch - 3ms/step
Epoch 9205/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 326ms/epoch - 3ms/step
Epoch 9206/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 373ms/epoch - 3ms/step
Epoch 9207/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 326ms/epoch - 3ms/step
Epoch 9208/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 379ms/epoch - 3ms/step
Epoch 9209/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 334ms/epoch - 3ms/step
Epoch 9210/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9703 - val_loss: 0.2130 - val_auc: 0.9701 - 385ms/epoch - 3ms/step
Epoch 9211/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 392ms/epoch - 3ms/step
Epoch 9212/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 387ms/epoch - 3ms/step
Epoch 9213/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 398ms/epoch - 3ms/step
Epoch 9214/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9702 - val_loss: 0.2131 - val_auc: 0.9698 - 392ms/epoch - 3ms/step
Epoch 9215/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9699 - 390ms/epoch - 3ms/step
Epoch 9216/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 391ms/epoch - 3ms/step
Epoch 9217/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 393ms/epoch - 3ms/step
Epoch 9218/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 355ms/epoch - 3ms/step
Epoch 9219/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 341ms/epoch - 3ms/step
Epoch 9220/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 403ms/epoch - 3ms/step
Epoch 9221/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 385ms/epoch - 3ms/step
Epoch 9222/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 394ms/epoch - 3ms/step
Epoch 9223/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9701 - 398ms/epoch - 3ms/step
Epoch 9224/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9701 - 383ms/epoch - 3ms/step
Epoch 9225/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 376ms/epoch - 3ms/step
Epoch 9226/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9698 - 337ms/epoch - 3ms/step
Epoch 9227/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 380ms/epoch - 3ms/step
Epoch 9228/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9701 - 386ms/epoch - 3ms/step
Epoch 9229/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 342ms/epoch - 3ms/step
Epoch 9230/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9701 - 380ms/epoch - 3ms/step
Epoch 9231/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 381ms/epoch - 3ms/step
Epoch 9232/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 332ms/epoch - 3ms/step
Epoch 9233/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 371ms/epoch - 3ms/step
Epoch 9234/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 378ms/epoch - 3ms/step
Epoch 9235/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 341ms/epoch - 3ms/step
Epoch 9236/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 376ms/epoch - 3ms/step
Epoch 9237/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9701 - 389ms/epoch - 3ms/step
Epoch 9238/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 377ms/epoch - 3ms/step
Epoch 9239/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 330ms/epoch - 3ms/step
Epoch 9240/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 388ms/epoch - 3ms/step
Epoch 9241/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 381ms/epoch - 3ms/step
Epoch 9242/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 339ms/epoch - 3ms/step
Epoch 9243/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 386ms/epoch - 3ms/step
Epoch 9244/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9699 - 380ms/epoch - 3ms/step
Epoch 9245/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 383ms/epoch - 3ms/step
Epoch 9246/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 333ms/epoch - 3ms/step
Epoch 9247/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 398ms/epoch - 3ms/step
Epoch 9248/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 392ms/epoch - 3ms/step
Epoch 9249/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 386ms/epoch - 3ms/step
Epoch 9250/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 388ms/epoch - 3ms/step
Epoch 9251/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 342ms/epoch - 3ms/step
Epoch 9252/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 373ms/epoch - 3ms/step
Epoch 9253/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 386ms/epoch - 3ms/step
Epoch 9254/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9255/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 327ms/epoch - 3ms/step
Epoch 9256/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 376ms/epoch - 3ms/step
Epoch 9257/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 332ms/epoch - 3ms/step
Epoch 9258/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 366ms/epoch - 3ms/step
Epoch 9259/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 381ms/epoch - 3ms/step
Epoch 9260/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 334ms/epoch - 3ms/step
Epoch 9261/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 377ms/epoch - 3ms/step
Epoch 9262/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 386ms/epoch - 3ms/step
Epoch 9263/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9701 - 341ms/epoch - 3ms/step
Epoch 9264/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 387ms/epoch - 3ms/step
Epoch 9265/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 380ms/epoch - 3ms/step
Epoch 9266/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9699 - 384ms/epoch - 3ms/step
Epoch 9267/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 337ms/epoch - 3ms/step
Epoch 9268/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 391ms/epoch - 3ms/step
Epoch 9269/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 388ms/epoch - 3ms/step
Epoch 9270/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 394ms/epoch - 3ms/step
Epoch 9271/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 380ms/epoch - 3ms/step
Epoch 9272/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9701 - 334ms/epoch - 3ms/step
Epoch 9273/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 379ms/epoch - 3ms/step
Epoch 9274/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9698 - 389ms/epoch - 3ms/step
Epoch 9275/10000
124/124 - 0s - loss: 0.1959 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 384ms/epoch - 3ms/step
Epoch 9276/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 325ms/epoch - 3ms/step
Epoch 9277/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 383ms/epoch - 3ms/step
Epoch 9278/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 335ms/epoch - 3ms/step
Epoch 9279/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 373ms/epoch - 3ms/step
Epoch 9280/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 384ms/epoch - 3ms/step
Epoch 9281/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 336ms/epoch - 3ms/step
Epoch 9282/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 372ms/epoch - 3ms/step
Epoch 9283/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 375ms/epoch - 3ms/step
Epoch 9284/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 330ms/epoch - 3ms/step
Epoch 9285/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 376ms/epoch - 3ms/step
Epoch 9286/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9701 - 336ms/epoch - 3ms/step
Epoch 9287/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 371ms/epoch - 3ms/step
Epoch 9288/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9701 - 381ms/epoch - 3ms/step
Epoch 9289/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 387ms/epoch - 3ms/step
Epoch 9290/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 336ms/epoch - 3ms/step
Epoch 9291/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 388ms/epoch - 3ms/step
Epoch 9292/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 386ms/epoch - 3ms/step
Epoch 9293/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9699 - 395ms/epoch - 3ms/step
Epoch 9294/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 383ms/epoch - 3ms/step
Epoch 9295/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 333ms/epoch - 3ms/step
Epoch 9296/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 392ms/epoch - 3ms/step
Epoch 9297/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 386ms/epoch - 3ms/step
Epoch 9298/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 382ms/epoch - 3ms/step
Epoch 9299/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9701 - 332ms/epoch - 3ms/step
Epoch 9300/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 392ms/epoch - 3ms/step
Epoch 9301/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 397ms/epoch - 3ms/step
Epoch 9302/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 377ms/epoch - 3ms/step
Epoch 9303/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 330ms/epoch - 3ms/step
Epoch 9304/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 382ms/epoch - 3ms/step
Epoch 9305/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9701 - 381ms/epoch - 3ms/step
Epoch 9306/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9701 - 334ms/epoch - 3ms/step
Epoch 9307/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 376ms/epoch - 3ms/step
Epoch 9308/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 377ms/epoch - 3ms/step
Epoch 9309/10000
124/124 - 0s - loss: 0.1958 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 331ms/epoch - 3ms/step
Epoch 9310/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 378ms/epoch - 3ms/step
Epoch 9311/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9312/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 333ms/epoch - 3ms/step
Epoch 9313/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9699 - 391ms/epoch - 3ms/step
Epoch 9314/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 384ms/epoch - 3ms/step
Epoch 9315/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 390ms/epoch - 3ms/step
Epoch 9316/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 351ms/epoch - 3ms/step
Epoch 9317/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 370ms/epoch - 3ms/step
Epoch 9318/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 388ms/epoch - 3ms/step
Epoch 9319/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 391ms/epoch - 3ms/step
Epoch 9320/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 394ms/epoch - 3ms/step
Epoch 9321/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 394ms/epoch - 3ms/step
Epoch 9322/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 387ms/epoch - 3ms/step
Epoch 9323/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 369ms/epoch - 3ms/step
Epoch 9324/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9698 - 423ms/epoch - 3ms/step
Epoch 9325/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 334ms/epoch - 3ms/step
Epoch 9326/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 380ms/epoch - 3ms/step
Epoch 9327/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 385ms/epoch - 3ms/step
Epoch 9328/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 349ms/epoch - 3ms/step
Epoch 9329/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2133 - val_auc: 0.9699 - 370ms/epoch - 3ms/step
Epoch 9330/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 373ms/epoch - 3ms/step
Epoch 9331/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 334ms/epoch - 3ms/step
Epoch 9332/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9706 - val_loss: 0.2133 - val_auc: 0.9699 - 375ms/epoch - 3ms/step
Epoch 9333/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 334ms/epoch - 3ms/step
Epoch 9334/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2133 - val_auc: 0.9699 - 368ms/epoch - 3ms/step
Epoch 9335/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9701 - 376ms/epoch - 3ms/step
Epoch 9336/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9706 - val_loss: 0.2131 - val_auc: 0.9699 - 343ms/epoch - 3ms/step
Epoch 9337/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 377ms/epoch - 3ms/step
Epoch 9338/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9339/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9699 - 334ms/epoch - 3ms/step
Epoch 9340/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 379ms/epoch - 3ms/step
Epoch 9341/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9342/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9699 - 390ms/epoch - 3ms/step
Epoch 9343/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 333ms/epoch - 3ms/step
Epoch 9344/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 386ms/epoch - 3ms/step
Epoch 9345/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2133 - val_auc: 0.9699 - 379ms/epoch - 3ms/step
Epoch 9346/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 339ms/epoch - 3ms/step
Epoch 9347/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 374ms/epoch - 3ms/step
Epoch 9348/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 385ms/epoch - 3ms/step
Epoch 9349/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 386ms/epoch - 3ms/step
Epoch 9350/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 327ms/epoch - 3ms/step
Epoch 9351/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 384ms/epoch - 3ms/step
Epoch 9352/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 380ms/epoch - 3ms/step
Epoch 9353/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9702 - 329ms/epoch - 3ms/step
Epoch 9354/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9699 - 384ms/epoch - 3ms/step
Epoch 9355/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9701 - 391ms/epoch - 3ms/step
Epoch 9356/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 335ms/epoch - 3ms/step
Epoch 9357/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 372ms/epoch - 3ms/step
Epoch 9358/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 382ms/epoch - 3ms/step
Epoch 9359/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 337ms/epoch - 3ms/step
Epoch 9360/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 376ms/epoch - 3ms/step
Epoch 9361/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 379ms/epoch - 3ms/step
Epoch 9362/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 339ms/epoch - 3ms/step
Epoch 9363/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 377ms/epoch - 3ms/step
Epoch 9364/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 423ms/epoch - 3ms/step
Epoch 9365/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 380ms/epoch - 3ms/step
Epoch 9366/10000
124/124 - 1s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 574ms/epoch - 5ms/step
Epoch 9367/10000
124/124 - 1s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 506ms/epoch - 4ms/step
Epoch 9368/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 484ms/epoch - 4ms/step
Epoch 9369/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 344ms/epoch - 3ms/step
Epoch 9370/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9706 - val_loss: 0.2132 - val_auc: 0.9700 - 385ms/epoch - 3ms/step
Epoch 9371/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 380ms/epoch - 3ms/step
Epoch 9372/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 387ms/epoch - 3ms/step
Epoch 9373/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 389ms/epoch - 3ms/step
Epoch 9374/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 341ms/epoch - 3ms/step
Epoch 9375/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 392ms/epoch - 3ms/step
Epoch 9376/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9700 - 385ms/epoch - 3ms/step
Epoch 9377/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 390ms/epoch - 3ms/step
Epoch 9378/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9699 - 401ms/epoch - 3ms/step
Epoch 9379/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 401ms/epoch - 3ms/step
Epoch 9380/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 417ms/epoch - 3ms/step
Epoch 9381/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 392ms/epoch - 3ms/step
Epoch 9382/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 390ms/epoch - 3ms/step
Epoch 9383/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 388ms/epoch - 3ms/step
Epoch 9384/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9385/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 392ms/epoch - 3ms/step
Epoch 9386/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 393ms/epoch - 3ms/step
Epoch 9387/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 344ms/epoch - 3ms/step
Epoch 9388/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9699 - 384ms/epoch - 3ms/step
Epoch 9389/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9705 - val_loss: 0.2133 - val_auc: 0.9699 - 388ms/epoch - 3ms/step
Epoch 9390/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9701 - 388ms/epoch - 3ms/step
Epoch 9391/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 337ms/epoch - 3ms/step
Epoch 9392/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2129 - val_auc: 0.9702 - 376ms/epoch - 3ms/step
Epoch 9393/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9703 - val_loss: 0.2130 - val_auc: 0.9701 - 383ms/epoch - 3ms/step
Epoch 9394/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 382ms/epoch - 3ms/step
Epoch 9395/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 335ms/epoch - 3ms/step
Epoch 9396/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 394ms/epoch - 3ms/step
Epoch 9397/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9398/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 382ms/epoch - 3ms/step
Epoch 9399/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 336ms/epoch - 3ms/step
Epoch 9400/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 367ms/epoch - 3ms/step
Epoch 9401/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 334ms/epoch - 3ms/step
Epoch 9402/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 369ms/epoch - 3ms/step
Epoch 9403/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 380ms/epoch - 3ms/step
Epoch 9404/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9703 - val_loss: 0.2129 - val_auc: 0.9702 - 323ms/epoch - 3ms/step
Epoch 9405/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2129 - val_auc: 0.9702 - 369ms/epoch - 3ms/step
Epoch 9406/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 323ms/epoch - 3ms/step
Epoch 9407/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 387ms/epoch - 3ms/step
Epoch 9408/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 335ms/epoch - 3ms/step
Epoch 9409/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9702 - 366ms/epoch - 3ms/step
Epoch 9410/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9703 - val_loss: 0.2131 - val_auc: 0.9699 - 372ms/epoch - 3ms/step
Epoch 9411/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 325ms/epoch - 3ms/step
Epoch 9412/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9706 - val_loss: 0.2131 - val_auc: 0.9700 - 325ms/epoch - 3ms/step
Epoch 9413/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9703 - val_loss: 0.2132 - val_auc: 0.9699 - 365ms/epoch - 3ms/step
Epoch 9414/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 324ms/epoch - 3ms/step
Epoch 9415/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9699 - 363ms/epoch - 3ms/step
Epoch 9416/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 321ms/epoch - 3ms/step
Epoch 9417/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 368ms/epoch - 3ms/step
Epoch 9418/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 320ms/epoch - 3ms/step
Epoch 9419/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 324ms/epoch - 3ms/step
Epoch 9420/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 321ms/epoch - 3ms/step
Epoch 9421/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 329ms/epoch - 3ms/step
Epoch 9422/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 363ms/epoch - 3ms/step
Epoch 9423/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 329ms/epoch - 3ms/step
Epoch 9424/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9699 - 368ms/epoch - 3ms/step
Epoch 9425/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9701 - 338ms/epoch - 3ms/step
Epoch 9426/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 382ms/epoch - 3ms/step
Epoch 9427/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 383ms/epoch - 3ms/step
Epoch 9428/10000
124/124 - 0s - loss: 0.1957 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9702 - 384ms/epoch - 3ms/step
Epoch 9429/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 386ms/epoch - 3ms/step
Epoch 9430/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 341ms/epoch - 3ms/step
Epoch 9431/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9699 - 383ms/epoch - 3ms/step
Epoch 9432/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 387ms/epoch - 3ms/step
Epoch 9433/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9699 - 335ms/epoch - 3ms/step
Epoch 9434/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 340ms/epoch - 3ms/step
Epoch 9435/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 389ms/epoch - 3ms/step
Epoch 9436/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 386ms/epoch - 3ms/step
Epoch 9437/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 384ms/epoch - 3ms/step
Epoch 9438/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 329ms/epoch - 3ms/step
Epoch 9439/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 376ms/epoch - 3ms/step
Epoch 9440/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 333ms/epoch - 3ms/step
Epoch 9441/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 378ms/epoch - 3ms/step
Epoch 9442/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 381ms/epoch - 3ms/step
Epoch 9443/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 335ms/epoch - 3ms/step
Epoch 9444/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 369ms/epoch - 3ms/step
Epoch 9445/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 383ms/epoch - 3ms/step
Epoch 9446/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 345ms/epoch - 3ms/step
Epoch 9447/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 385ms/epoch - 3ms/step
Epoch 9448/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9701 - 380ms/epoch - 3ms/step
Epoch 9449/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 384ms/epoch - 3ms/step
Epoch 9450/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 388ms/epoch - 3ms/step
Epoch 9451/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 334ms/epoch - 3ms/step
Epoch 9452/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 379ms/epoch - 3ms/step
Epoch 9453/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 386ms/epoch - 3ms/step
Epoch 9454/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 393ms/epoch - 3ms/step
Epoch 9455/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9706 - val_loss: 0.2131 - val_auc: 0.9700 - 334ms/epoch - 3ms/step
Epoch 9456/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 376ms/epoch - 3ms/step
Epoch 9457/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9705 - val_loss: 0.2133 - val_auc: 0.9700 - 336ms/epoch - 3ms/step
Epoch 9458/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 335ms/epoch - 3ms/step
Epoch 9459/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 382ms/epoch - 3ms/step
Epoch 9460/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 388ms/epoch - 3ms/step
Epoch 9461/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 340ms/epoch - 3ms/step
Epoch 9462/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 383ms/epoch - 3ms/step
Epoch 9463/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 394ms/epoch - 3ms/step
Epoch 9464/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9465/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 379ms/epoch - 3ms/step
Epoch 9466/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 333ms/epoch - 3ms/step
Epoch 9467/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 393ms/epoch - 3ms/step
Epoch 9468/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 384ms/epoch - 3ms/step
Epoch 9469/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 386ms/epoch - 3ms/step
Epoch 9470/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9700 - 340ms/epoch - 3ms/step
Epoch 9471/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 403ms/epoch - 3ms/step
Epoch 9472/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 403ms/epoch - 3ms/step
Epoch 9473/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2129 - val_auc: 0.9702 - 353ms/epoch - 3ms/step
Epoch 9474/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 402ms/epoch - 3ms/step
Epoch 9475/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 451ms/epoch - 4ms/step
Epoch 9476/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 408ms/epoch - 3ms/step
Epoch 9477/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 401ms/epoch - 3ms/step
Epoch 9478/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 402ms/epoch - 3ms/step
Epoch 9479/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 396ms/epoch - 3ms/step
Epoch 9480/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 388ms/epoch - 3ms/step
Epoch 9481/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9706 - val_loss: 0.2133 - val_auc: 0.9700 - 381ms/epoch - 3ms/step
Epoch 9482/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 332ms/epoch - 3ms/step
Epoch 9483/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 382ms/epoch - 3ms/step
Epoch 9484/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 388ms/epoch - 3ms/step
Epoch 9485/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 338ms/epoch - 3ms/step
Epoch 9486/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9700 - 375ms/epoch - 3ms/step
Epoch 9487/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 391ms/epoch - 3ms/step
Epoch 9488/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 387ms/epoch - 3ms/step
Epoch 9489/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9704 - val_loss: 0.2129 - val_auc: 0.9701 - 340ms/epoch - 3ms/step
Epoch 9490/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9491/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9701 - 384ms/epoch - 3ms/step
Epoch 9492/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 382ms/epoch - 3ms/step
Epoch 9493/10000
124/124 - 0s - loss: 0.1956 - auc: 0.9704 - val_loss: 0.2129 - val_auc: 0.9702 - 330ms/epoch - 3ms/step
Epoch 9494/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 374ms/epoch - 3ms/step
Epoch 9495/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 381ms/epoch - 3ms/step
Epoch 9496/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2132 - val_auc: 0.9699 - 336ms/epoch - 3ms/step
Epoch 9497/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 386ms/epoch - 3ms/step
Epoch 9498/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 386ms/epoch - 3ms/step
Epoch 9499/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 387ms/epoch - 3ms/step
Epoch 9500/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 339ms/epoch - 3ms/step
Epoch 9501/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 379ms/epoch - 3ms/step
Epoch 9502/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9701 - 383ms/epoch - 3ms/step
Epoch 9503/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 334ms/epoch - 3ms/step
Epoch 9504/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 378ms/epoch - 3ms/step
Epoch 9505/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 384ms/epoch - 3ms/step
Epoch 9506/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9701 - 338ms/epoch - 3ms/step
Epoch 9507/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9707 - val_loss: 0.2130 - val_auc: 0.9699 - 375ms/epoch - 3ms/step
Epoch 9508/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 383ms/epoch - 3ms/step
Epoch 9509/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2131 - val_auc: 0.9699 - 378ms/epoch - 3ms/step
Epoch 9510/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 338ms/epoch - 3ms/step
Epoch 9511/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 391ms/epoch - 3ms/step
Epoch 9512/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 380ms/epoch - 3ms/step
Epoch 9513/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 393ms/epoch - 3ms/step
Epoch 9514/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9706 - val_loss: 0.2132 - val_auc: 0.9700 - 468ms/epoch - 4ms/step
Epoch 9515/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 348ms/epoch - 3ms/step
Epoch 9516/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 397ms/epoch - 3ms/step
Epoch 9517/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9701 - 400ms/epoch - 3ms/step
Epoch 9518/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 390ms/epoch - 3ms/step
Epoch 9519/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 385ms/epoch - 3ms/step
Epoch 9520/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9521/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 333ms/epoch - 3ms/step
Epoch 9522/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9703 - 382ms/epoch - 3ms/step
Epoch 9523/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 385ms/epoch - 3ms/step
Epoch 9524/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9701 - 337ms/epoch - 3ms/step
Epoch 9525/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9699 - 379ms/epoch - 3ms/step
Epoch 9526/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9702 - 384ms/epoch - 3ms/step
Epoch 9527/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 342ms/epoch - 3ms/step
Epoch 9528/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 331ms/epoch - 3ms/step
Epoch 9529/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9530/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 340ms/epoch - 3ms/step
Epoch 9531/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 373ms/epoch - 3ms/step
Epoch 9532/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9533/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 390ms/epoch - 3ms/step
Epoch 9534/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 393ms/epoch - 3ms/step
Epoch 9535/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9707 - val_loss: 0.2130 - val_auc: 0.9699 - 395ms/epoch - 3ms/step
Epoch 9536/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 395ms/epoch - 3ms/step
Epoch 9537/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 352ms/epoch - 3ms/step
Epoch 9538/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 386ms/epoch - 3ms/step
Epoch 9539/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 384ms/epoch - 3ms/step
Epoch 9540/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 463ms/epoch - 4ms/step
Epoch 9541/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 355ms/epoch - 3ms/step
Epoch 9542/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 386ms/epoch - 3ms/step
Epoch 9543/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 398ms/epoch - 3ms/step
Epoch 9544/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 397ms/epoch - 3ms/step
Epoch 9545/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9699 - 403ms/epoch - 3ms/step
Epoch 9546/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 400ms/epoch - 3ms/step
Epoch 9547/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 390ms/epoch - 3ms/step
Epoch 9548/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 393ms/epoch - 3ms/step
Epoch 9549/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 399ms/epoch - 3ms/step
Epoch 9550/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9701 - 395ms/epoch - 3ms/step
Epoch 9551/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2131 - val_auc: 0.9699 - 393ms/epoch - 3ms/step
Epoch 9552/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 389ms/epoch - 3ms/step
Epoch 9553/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 387ms/epoch - 3ms/step
Epoch 9554/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 390ms/epoch - 3ms/step
Epoch 9555/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 340ms/epoch - 3ms/step
Epoch 9556/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 377ms/epoch - 3ms/step
Epoch 9557/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9708 - val_loss: 0.2131 - val_auc: 0.9700 - 377ms/epoch - 3ms/step
Epoch 9558/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 335ms/epoch - 3ms/step
Epoch 9559/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 382ms/epoch - 3ms/step
Epoch 9560/10000
124/124 - 0s - loss: 0.1955 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 379ms/epoch - 3ms/step
Epoch 9561/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 338ms/epoch - 3ms/step
Epoch 9562/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9703 - 373ms/epoch - 3ms/step
Epoch 9563/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 389ms/epoch - 3ms/step
Epoch 9564/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9704 - val_loss: 0.2129 - val_auc: 0.9702 - 384ms/epoch - 3ms/step
Epoch 9565/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9701 - 329ms/epoch - 3ms/step
Epoch 9566/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 386ms/epoch - 3ms/step
Epoch 9567/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 392ms/epoch - 3ms/step
Epoch 9568/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2132 - val_auc: 0.9700 - 378ms/epoch - 3ms/step
Epoch 9569/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 333ms/epoch - 3ms/step
Epoch 9570/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 381ms/epoch - 3ms/step
Epoch 9571/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 387ms/epoch - 3ms/step
Epoch 9572/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 345ms/epoch - 3ms/step
Epoch 9573/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 375ms/epoch - 3ms/step
Epoch 9574/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 381ms/epoch - 3ms/step
Epoch 9575/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 387ms/epoch - 3ms/step
Epoch 9576/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9699 - 346ms/epoch - 3ms/step
Epoch 9577/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9704 - val_loss: 0.2129 - val_auc: 0.9702 - 386ms/epoch - 3ms/step
Epoch 9578/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 386ms/epoch - 3ms/step
Epoch 9579/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9704 - val_loss: 0.2129 - val_auc: 0.9702 - 385ms/epoch - 3ms/step
Epoch 9580/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 386ms/epoch - 3ms/step
Epoch 9581/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 393ms/epoch - 3ms/step
Epoch 9582/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 331ms/epoch - 3ms/step
Epoch 9583/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 397ms/epoch - 3ms/step
Epoch 9584/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 393ms/epoch - 3ms/step
Epoch 9585/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 406ms/epoch - 3ms/step
Epoch 9586/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 402ms/epoch - 3ms/step
Epoch 9587/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 387ms/epoch - 3ms/step
Epoch 9588/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 381ms/epoch - 3ms/step
Epoch 9589/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 395ms/epoch - 3ms/step
Epoch 9590/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 390ms/epoch - 3ms/step
Epoch 9591/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 382ms/epoch - 3ms/step
Epoch 9592/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 352ms/epoch - 3ms/step
Epoch 9593/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9699 - 344ms/epoch - 3ms/step
Epoch 9594/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2133 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9595/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9702 - 385ms/epoch - 3ms/step
Epoch 9596/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 386ms/epoch - 3ms/step
Epoch 9597/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2132 - val_auc: 0.9700 - 341ms/epoch - 3ms/step
Epoch 9598/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9701 - 385ms/epoch - 3ms/step
Epoch 9599/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 377ms/epoch - 3ms/step
Epoch 9600/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9703 - 387ms/epoch - 3ms/step
Epoch 9601/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 344ms/epoch - 3ms/step
Epoch 9602/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 333ms/epoch - 3ms/step
Epoch 9603/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 384ms/epoch - 3ms/step
Epoch 9604/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 382ms/epoch - 3ms/step
Epoch 9605/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 339ms/epoch - 3ms/step
Epoch 9606/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 372ms/epoch - 3ms/step
Epoch 9607/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2131 - val_auc: 0.9701 - 333ms/epoch - 3ms/step
Epoch 9608/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 377ms/epoch - 3ms/step
Epoch 9609/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 380ms/epoch - 3ms/step
Epoch 9610/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 335ms/epoch - 3ms/step
Epoch 9611/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 370ms/epoch - 3ms/step
Epoch 9612/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 377ms/epoch - 3ms/step
Epoch 9613/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 330ms/epoch - 3ms/step
Epoch 9614/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9702 - 383ms/epoch - 3ms/step
Epoch 9615/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 385ms/epoch - 3ms/step
Epoch 9616/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 341ms/epoch - 3ms/step
Epoch 9617/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 375ms/epoch - 3ms/step
Epoch 9618/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9707 - val_loss: 0.2130 - val_auc: 0.9700 - 387ms/epoch - 3ms/step
Epoch 9619/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9701 - 397ms/epoch - 3ms/step
Epoch 9620/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 385ms/epoch - 3ms/step
Epoch 9621/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9704 - val_loss: 0.2129 - val_auc: 0.9700 - 330ms/epoch - 3ms/step
Epoch 9622/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9699 - 387ms/epoch - 3ms/step
Epoch 9623/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9699 - 388ms/epoch - 3ms/step
Epoch 9624/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 341ms/epoch - 3ms/step
Epoch 9625/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 385ms/epoch - 3ms/step
Epoch 9626/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 391ms/epoch - 3ms/step
Epoch 9627/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 384ms/epoch - 3ms/step
Epoch 9628/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 385ms/epoch - 3ms/step
Epoch 9629/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 388ms/epoch - 3ms/step
Epoch 9630/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9699 - 333ms/epoch - 3ms/step
Epoch 9631/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 381ms/epoch - 3ms/step
Epoch 9632/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 387ms/epoch - 3ms/step
Epoch 9633/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 386ms/epoch - 3ms/step
Epoch 9634/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 356ms/epoch - 3ms/step
Epoch 9635/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 349ms/epoch - 3ms/step
Epoch 9636/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 388ms/epoch - 3ms/step
Epoch 9637/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 386ms/epoch - 3ms/step
Epoch 9638/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 399ms/epoch - 3ms/step
Epoch 9639/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 386ms/epoch - 3ms/step
Epoch 9640/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 393ms/epoch - 3ms/step
Epoch 9641/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9703 - 393ms/epoch - 3ms/step
Epoch 9642/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 395ms/epoch - 3ms/step
Epoch 9643/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 346ms/epoch - 3ms/step
Epoch 9644/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9701 - 379ms/epoch - 3ms/step
Epoch 9645/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2131 - val_auc: 0.9700 - 390ms/epoch - 3ms/step
Epoch 9646/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9699 - 395ms/epoch - 3ms/step
Epoch 9647/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9704 - val_loss: 0.2129 - val_auc: 0.9702 - 386ms/epoch - 3ms/step
Epoch 9648/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 388ms/epoch - 3ms/step
Epoch 9649/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 342ms/epoch - 3ms/step
Epoch 9650/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9703 - 377ms/epoch - 3ms/step
Epoch 9651/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2131 - val_auc: 0.9701 - 395ms/epoch - 3ms/step
Epoch 9652/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 379ms/epoch - 3ms/step
Epoch 9653/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9704 - val_loss: 0.2130 - val_auc: 0.9700 - 345ms/epoch - 3ms/step
Epoch 9654/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 373ms/epoch - 3ms/step
Epoch 9655/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 386ms/epoch - 3ms/step
Epoch 9656/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 380ms/epoch - 3ms/step
Epoch 9657/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 333ms/epoch - 3ms/step
Epoch 9658/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9707 - val_loss: 0.2130 - val_auc: 0.9700 - 381ms/epoch - 3ms/step
Epoch 9659/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 327ms/epoch - 3ms/step
Epoch 9660/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 431ms/epoch - 3ms/step
Epoch 9661/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 327ms/epoch - 3ms/step
Epoch 9662/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 386ms/epoch - 3ms/step
Epoch 9663/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9702 - 326ms/epoch - 3ms/step
Epoch 9664/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9702 - 381ms/epoch - 3ms/step
Epoch 9665/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 340ms/epoch - 3ms/step
Epoch 9666/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 373ms/epoch - 3ms/step
Epoch 9667/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 382ms/epoch - 3ms/step
Epoch 9668/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 333ms/epoch - 3ms/step
Epoch 9669/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9702 - 375ms/epoch - 3ms/step
Epoch 9670/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 378ms/epoch - 3ms/step
Epoch 9671/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9700 - 337ms/epoch - 3ms/step
Epoch 9672/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 385ms/epoch - 3ms/step
Epoch 9673/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 386ms/epoch - 3ms/step
Epoch 9674/10000
124/124 - 0s - loss: 0.1954 - auc: 0.9706 - val_loss: 0.2131 - val_auc: 0.9699 - 384ms/epoch - 3ms/step
Epoch 9675/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 334ms/epoch - 3ms/step
Epoch 9676/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9704 - val_loss: 0.2131 - val_auc: 0.9699 - 375ms/epoch - 3ms/step
Epoch 9677/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 385ms/epoch - 3ms/step
Epoch 9678/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 341ms/epoch - 3ms/step
Epoch 9679/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9701 - 373ms/epoch - 3ms/step
Epoch 9680/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 381ms/epoch - 3ms/step
Epoch 9681/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9699 - 341ms/epoch - 3ms/step
Epoch 9682/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 369ms/epoch - 3ms/step
Epoch 9683/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 380ms/epoch - 3ms/step
Epoch 9684/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9704 - 389ms/epoch - 3ms/step
Epoch 9685/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 335ms/epoch - 3ms/step
Epoch 9686/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 372ms/epoch - 3ms/step
Epoch 9687/10000
124/124 - 1s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 523ms/epoch - 4ms/step
Epoch 9688/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 487ms/epoch - 4ms/step
Epoch 9689/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 389ms/epoch - 3ms/step
Epoch 9690/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 335ms/epoch - 3ms/step
Epoch 9691/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9703 - 329ms/epoch - 3ms/step
Epoch 9692/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 379ms/epoch - 3ms/step
Epoch 9693/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 338ms/epoch - 3ms/step
Epoch 9694/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9702 - 376ms/epoch - 3ms/step
Epoch 9695/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 391ms/epoch - 3ms/step
Epoch 9696/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 393ms/epoch - 3ms/step
Epoch 9697/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 397ms/epoch - 3ms/step
Epoch 9698/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 386ms/epoch - 3ms/step
Epoch 9699/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9707 - val_loss: 0.2130 - val_auc: 0.9700 - 355ms/epoch - 3ms/step
Epoch 9700/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 369ms/epoch - 3ms/step
Epoch 9701/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 377ms/epoch - 3ms/step
Epoch 9702/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 339ms/epoch - 3ms/step
Epoch 9703/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9703 - 362ms/epoch - 3ms/step
Epoch 9704/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 334ms/epoch - 3ms/step
Epoch 9705/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 378ms/epoch - 3ms/step
Epoch 9706/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 382ms/epoch - 3ms/step
Epoch 9707/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 336ms/epoch - 3ms/step
Epoch 9708/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 370ms/epoch - 3ms/step
Epoch 9709/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 384ms/epoch - 3ms/step
Epoch 9710/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9707 - val_loss: 0.2130 - val_auc: 0.9700 - 339ms/epoch - 3ms/step
Epoch 9711/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 372ms/epoch - 3ms/step
Epoch 9712/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 381ms/epoch - 3ms/step
Epoch 9713/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 387ms/epoch - 3ms/step
Epoch 9714/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 342ms/epoch - 3ms/step
Epoch 9715/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9702 - 342ms/epoch - 3ms/step
Epoch 9716/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 385ms/epoch - 3ms/step
Epoch 9717/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 382ms/epoch - 3ms/step
Epoch 9718/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9699 - 338ms/epoch - 3ms/step
Epoch 9719/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 375ms/epoch - 3ms/step
Epoch 9720/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 383ms/epoch - 3ms/step
Epoch 9721/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 388ms/epoch - 3ms/step
Epoch 9722/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 350ms/epoch - 3ms/step
Epoch 9723/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9703 - 378ms/epoch - 3ms/step
Epoch 9724/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 381ms/epoch - 3ms/step
Epoch 9725/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 382ms/epoch - 3ms/step
Epoch 9726/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9700 - 403ms/epoch - 3ms/step
Epoch 9727/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 396ms/epoch - 3ms/step
Epoch 9728/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 393ms/epoch - 3ms/step
Epoch 9729/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 396ms/epoch - 3ms/step
Epoch 9730/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9700 - 393ms/epoch - 3ms/step
Epoch 9731/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 347ms/epoch - 3ms/step
Epoch 9732/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 385ms/epoch - 3ms/step
Epoch 9733/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9702 - 392ms/epoch - 3ms/step
Epoch 9734/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 394ms/epoch - 3ms/step
Epoch 9735/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9700 - 404ms/epoch - 3ms/step
Epoch 9736/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 377ms/epoch - 3ms/step
Epoch 9737/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9703 - 396ms/epoch - 3ms/step
Epoch 9738/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 383ms/epoch - 3ms/step
Epoch 9739/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 337ms/epoch - 3ms/step
Epoch 9740/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 376ms/epoch - 3ms/step
Epoch 9741/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 385ms/epoch - 3ms/step
Epoch 9742/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 350ms/epoch - 3ms/step
Epoch 9743/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 375ms/epoch - 3ms/step
Epoch 9744/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 397ms/epoch - 3ms/step
Epoch 9745/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2131 - val_auc: 0.9700 - 387ms/epoch - 3ms/step
Epoch 9746/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 396ms/epoch - 3ms/step
Epoch 9747/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 398ms/epoch - 3ms/step
Epoch 9748/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 403ms/epoch - 3ms/step
Epoch 9749/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 400ms/epoch - 3ms/step
Epoch 9750/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 404ms/epoch - 3ms/step
Epoch 9751/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 403ms/epoch - 3ms/step
Epoch 9752/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 393ms/epoch - 3ms/step
Epoch 9753/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 423ms/epoch - 3ms/step
Epoch 9754/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 380ms/epoch - 3ms/step
Epoch 9755/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 396ms/epoch - 3ms/step
Epoch 9756/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 394ms/epoch - 3ms/step
Epoch 9757/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 398ms/epoch - 3ms/step
Epoch 9758/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 401ms/epoch - 3ms/step
Epoch 9759/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 397ms/epoch - 3ms/step
Epoch 9760/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 391ms/epoch - 3ms/step
Epoch 9761/10000
124/124 - 0s - loss: 0.1953 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 395ms/epoch - 3ms/step
Epoch 9762/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 401ms/epoch - 3ms/step
Epoch 9763/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2131 - val_auc: 0.9700 - 401ms/epoch - 3ms/step
Epoch 9764/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9701 - 383ms/epoch - 3ms/step
Epoch 9765/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2132 - val_auc: 0.9700 - 402ms/epoch - 3ms/step
Epoch 9766/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 389ms/epoch - 3ms/step
Epoch 9767/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9700 - 398ms/epoch - 3ms/step
Epoch 9768/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 394ms/epoch - 3ms/step
Epoch 9769/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 400ms/epoch - 3ms/step
Epoch 9770/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9702 - 391ms/epoch - 3ms/step
Epoch 9771/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 385ms/epoch - 3ms/step
Epoch 9772/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 341ms/epoch - 3ms/step
Epoch 9773/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 384ms/epoch - 3ms/step
Epoch 9774/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9708 - val_loss: 0.2132 - val_auc: 0.9701 - 384ms/epoch - 3ms/step
Epoch 9775/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9702 - 389ms/epoch - 3ms/step
Epoch 9776/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 395ms/epoch - 3ms/step
Epoch 9777/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9700 - 392ms/epoch - 3ms/step
Epoch 9778/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 338ms/epoch - 3ms/step
Epoch 9779/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9701 - 381ms/epoch - 3ms/step
Epoch 9780/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 389ms/epoch - 3ms/step
Epoch 9781/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 382ms/epoch - 3ms/step
Epoch 9782/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 343ms/epoch - 3ms/step
Epoch 9783/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9703 - 372ms/epoch - 3ms/step
Epoch 9784/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 385ms/epoch - 3ms/step
Epoch 9785/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 335ms/epoch - 3ms/step
Epoch 9786/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 380ms/epoch - 3ms/step
Epoch 9787/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9704 - 388ms/epoch - 3ms/step
Epoch 9788/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 381ms/epoch - 3ms/step
Epoch 9789/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 344ms/epoch - 3ms/step
Epoch 9790/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 337ms/epoch - 3ms/step
Epoch 9791/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 388ms/epoch - 3ms/step
Epoch 9792/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 388ms/epoch - 3ms/step
Epoch 9793/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2131 - val_auc: 0.9700 - 384ms/epoch - 3ms/step
Epoch 9794/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 338ms/epoch - 3ms/step
Epoch 9795/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 383ms/epoch - 3ms/step
Epoch 9796/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9702 - 383ms/epoch - 3ms/step
Epoch 9797/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2131 - val_auc: 0.9701 - 382ms/epoch - 3ms/step
Epoch 9798/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 326ms/epoch - 3ms/step
Epoch 9799/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9700 - 376ms/epoch - 3ms/step
Epoch 9800/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9700 - 346ms/epoch - 3ms/step
Epoch 9801/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9700 - 377ms/epoch - 3ms/step
Epoch 9802/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9701 - 381ms/epoch - 3ms/step
Epoch 9803/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 397ms/epoch - 3ms/step
Epoch 9804/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 385ms/epoch - 3ms/step
Epoch 9805/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9704 - val_loss: 0.2129 - val_auc: 0.9701 - 341ms/epoch - 3ms/step
Epoch 9806/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 378ms/epoch - 3ms/step
Epoch 9807/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 385ms/epoch - 3ms/step
Epoch 9808/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 390ms/epoch - 3ms/step
Epoch 9809/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9701 - 344ms/epoch - 3ms/step
Epoch 9810/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 376ms/epoch - 3ms/step
Epoch 9811/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 369ms/epoch - 3ms/step
Epoch 9812/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9704 - 331ms/epoch - 3ms/step
Epoch 9813/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9702 - 376ms/epoch - 3ms/step
Epoch 9814/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 338ms/epoch - 3ms/step
Epoch 9815/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2131 - val_auc: 0.9699 - 336ms/epoch - 3ms/step
Epoch 9816/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 391ms/epoch - 3ms/step
Epoch 9817/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 389ms/epoch - 3ms/step
Epoch 9818/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9702 - 382ms/epoch - 3ms/step
Epoch 9819/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9704 - 335ms/epoch - 3ms/step
Epoch 9820/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 382ms/epoch - 3ms/step
Epoch 9821/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9700 - 385ms/epoch - 3ms/step
Epoch 9822/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9702 - 389ms/epoch - 3ms/step
Epoch 9823/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9701 - 341ms/epoch - 3ms/step
Epoch 9824/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 378ms/epoch - 3ms/step
Epoch 9825/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 382ms/epoch - 3ms/step
Epoch 9826/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 390ms/epoch - 3ms/step
Epoch 9827/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9701 - 343ms/epoch - 3ms/step
Epoch 9828/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 379ms/epoch - 3ms/step
Epoch 9829/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 383ms/epoch - 3ms/step
Epoch 9830/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 398ms/epoch - 3ms/step
Epoch 9831/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 392ms/epoch - 3ms/step
Epoch 9832/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 384ms/epoch - 3ms/step
Epoch 9833/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 338ms/epoch - 3ms/step
Epoch 9834/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9704 - 383ms/epoch - 3ms/step
Epoch 9835/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 382ms/epoch - 3ms/step
Epoch 9836/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 336ms/epoch - 3ms/step
Epoch 9837/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 373ms/epoch - 3ms/step
Epoch 9838/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 371ms/epoch - 3ms/step
Epoch 9839/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9700 - 336ms/epoch - 3ms/step
Epoch 9840/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9703 - 378ms/epoch - 3ms/step
Epoch 9841/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 338ms/epoch - 3ms/step
Epoch 9842/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 372ms/epoch - 3ms/step
Epoch 9843/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2130 - val_auc: 0.9700 - 385ms/epoch - 3ms/step
Epoch 9844/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9700 - 391ms/epoch - 3ms/step
Epoch 9845/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 388ms/epoch - 3ms/step
Epoch 9846/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9700 - 335ms/epoch - 3ms/step
Epoch 9847/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 391ms/epoch - 3ms/step
Epoch 9848/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 387ms/epoch - 3ms/step
Epoch 9849/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 393ms/epoch - 3ms/step
Epoch 9850/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9701 - 396ms/epoch - 3ms/step
Epoch 9851/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9704 - 398ms/epoch - 3ms/step
Epoch 9852/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 405ms/epoch - 3ms/step
Epoch 9853/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 403ms/epoch - 3ms/step
Epoch 9854/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 393ms/epoch - 3ms/step
Epoch 9855/10000
124/124 - 0s - loss: 0.1952 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 450ms/epoch - 4ms/step
Epoch 9856/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9702 - 353ms/epoch - 3ms/step
Epoch 9857/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 400ms/epoch - 3ms/step
Epoch 9858/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 403ms/epoch - 3ms/step
Epoch 9859/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 393ms/epoch - 3ms/step
Epoch 9860/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 394ms/epoch - 3ms/step
Epoch 9861/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9700 - 386ms/epoch - 3ms/step
Epoch 9862/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9704 - 395ms/epoch - 3ms/step
Epoch 9863/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9701 - 384ms/epoch - 3ms/step
Epoch 9864/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2127 - val_auc: 0.9704 - 340ms/epoch - 3ms/step
Epoch 9865/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 392ms/epoch - 3ms/step
Epoch 9866/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 386ms/epoch - 3ms/step
Epoch 9867/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 388ms/epoch - 3ms/step
Epoch 9868/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 384ms/epoch - 3ms/step
Epoch 9869/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9704 - 337ms/epoch - 3ms/step
Epoch 9870/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 377ms/epoch - 3ms/step
Epoch 9871/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 389ms/epoch - 3ms/step
Epoch 9872/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 385ms/epoch - 3ms/step
Epoch 9873/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 347ms/epoch - 3ms/step
Epoch 9874/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9703 - 376ms/epoch - 3ms/step
Epoch 9875/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9702 - 379ms/epoch - 3ms/step
Epoch 9876/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 338ms/epoch - 3ms/step
Epoch 9877/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9704 - 372ms/epoch - 3ms/step
Epoch 9878/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 385ms/epoch - 3ms/step
Epoch 9879/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 384ms/epoch - 3ms/step
Epoch 9880/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 337ms/epoch - 3ms/step
Epoch 9881/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 389ms/epoch - 3ms/step
Epoch 9882/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 381ms/epoch - 3ms/step
Epoch 9883/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 403ms/epoch - 3ms/step
Epoch 9884/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9703 - 327ms/epoch - 3ms/step
Epoch 9885/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9703 - 380ms/epoch - 3ms/step
Epoch 9886/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 386ms/epoch - 3ms/step
Epoch 9887/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9705 - val_loss: 0.2127 - val_auc: 0.9703 - 386ms/epoch - 3ms/step
Epoch 9888/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9700 - 341ms/epoch - 3ms/step
Epoch 9889/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 372ms/epoch - 3ms/step
Epoch 9890/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9708 - val_loss: 0.2128 - val_auc: 0.9703 - 385ms/epoch - 3ms/step
Epoch 9891/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9704 - 340ms/epoch - 3ms/step
Epoch 9892/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 372ms/epoch - 3ms/step
Epoch 9893/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 383ms/epoch - 3ms/step
Epoch 9894/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9701 - 381ms/epoch - 3ms/step
Epoch 9895/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9701 - 332ms/epoch - 3ms/step
Epoch 9896/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 377ms/epoch - 3ms/step
Epoch 9897/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 338ms/epoch - 3ms/step
Epoch 9898/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 381ms/epoch - 3ms/step
Epoch 9899/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 397ms/epoch - 3ms/step
Epoch 9900/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9702 - 396ms/epoch - 3ms/step
Epoch 9901/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 394ms/epoch - 3ms/step
Epoch 9902/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9708 - val_loss: 0.2130 - val_auc: 0.9700 - 391ms/epoch - 3ms/step
Epoch 9903/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 394ms/epoch - 3ms/step
Epoch 9904/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 389ms/epoch - 3ms/step
Epoch 9905/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2127 - val_auc: 0.9704 - 407ms/epoch - 3ms/step
Epoch 9906/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 331ms/epoch - 3ms/step
Epoch 9907/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9703 - 341ms/epoch - 3ms/step
Epoch 9908/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9701 - 377ms/epoch - 3ms/step
Epoch 9909/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 390ms/epoch - 3ms/step
Epoch 9910/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2131 - val_auc: 0.9700 - 390ms/epoch - 3ms/step
Epoch 9911/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9702 - 344ms/epoch - 3ms/step
Epoch 9912/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9701 - 373ms/epoch - 3ms/step
Epoch 9913/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 386ms/epoch - 3ms/step
Epoch 9914/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 339ms/epoch - 3ms/step
Epoch 9915/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 372ms/epoch - 3ms/step
Epoch 9916/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9707 - val_loss: 0.2127 - val_auc: 0.9703 - 379ms/epoch - 3ms/step
Epoch 9917/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2130 - val_auc: 0.9700 - 338ms/epoch - 3ms/step
Epoch 9918/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2127 - val_auc: 0.9704 - 372ms/epoch - 3ms/step
Epoch 9919/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9708 - val_loss: 0.2131 - val_auc: 0.9699 - 381ms/epoch - 3ms/step
Epoch 9920/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 339ms/epoch - 3ms/step
Epoch 9921/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2127 - val_auc: 0.9703 - 376ms/epoch - 3ms/step
Epoch 9922/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 380ms/epoch - 3ms/step
Epoch 9923/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 389ms/epoch - 3ms/step
Epoch 9924/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 353ms/epoch - 3ms/step
Epoch 9925/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9701 - 382ms/epoch - 3ms/step
Epoch 9926/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 400ms/epoch - 3ms/step
Epoch 9927/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 385ms/epoch - 3ms/step
Epoch 9928/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 392ms/epoch - 3ms/step
Epoch 9929/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 386ms/epoch - 3ms/step
Epoch 9930/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 396ms/epoch - 3ms/step
Epoch 9931/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 396ms/epoch - 3ms/step
Epoch 9932/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 401ms/epoch - 3ms/step
Epoch 9933/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 398ms/epoch - 3ms/step
Epoch 9934/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 404ms/epoch - 3ms/step
Epoch 9935/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9705 - val_loss: 0.2127 - val_auc: 0.9704 - 417ms/epoch - 3ms/step
Epoch 9936/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9704 - 393ms/epoch - 3ms/step
Epoch 9937/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9704 - 387ms/epoch - 3ms/step
Epoch 9938/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 386ms/epoch - 3ms/step
Epoch 9939/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 387ms/epoch - 3ms/step
Epoch 9940/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9702 - 346ms/epoch - 3ms/step
Epoch 9941/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 377ms/epoch - 3ms/step
Epoch 9942/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 383ms/epoch - 3ms/step
Epoch 9943/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9705 - val_loss: 0.2130 - val_auc: 0.9701 - 382ms/epoch - 3ms/step
Epoch 9944/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9699 - 332ms/epoch - 3ms/step
Epoch 9945/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9702 - 391ms/epoch - 3ms/step
Epoch 9946/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 386ms/epoch - 3ms/step
Epoch 9947/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9704 - 335ms/epoch - 3ms/step
Epoch 9948/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9704 - 373ms/epoch - 3ms/step
Epoch 9949/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9708 - val_loss: 0.2128 - val_auc: 0.9703 - 384ms/epoch - 3ms/step
Epoch 9950/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9704 - 396ms/epoch - 3ms/step
Epoch 9951/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9704 - 392ms/epoch - 3ms/step
Epoch 9952/10000
124/124 - 0s - loss: 0.1951 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9703 - 392ms/epoch - 3ms/step
Epoch 9953/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9702 - 356ms/epoch - 3ms/step
Epoch 9954/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9702 - 336ms/epoch - 3ms/step
Epoch 9955/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 383ms/epoch - 3ms/step
Epoch 9956/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 390ms/epoch - 3ms/step
Epoch 9957/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2127 - val_auc: 0.9702 - 397ms/epoch - 3ms/step
Epoch 9958/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9703 - 391ms/epoch - 3ms/step
Epoch 9959/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9702 - 346ms/epoch - 3ms/step
Epoch 9960/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 380ms/epoch - 3ms/step
Epoch 9961/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 383ms/epoch - 3ms/step
Epoch 9962/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 397ms/epoch - 3ms/step
Epoch 9963/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2130 - val_auc: 0.9700 - 389ms/epoch - 3ms/step
Epoch 9964/10000
124/124 - 0s - loss: 0.1948 - auc: 0.9707 - val_loss: 0.2127 - val_auc: 0.9703 - 340ms/epoch - 3ms/step
Epoch 9965/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2127 - val_auc: 0.9704 - 376ms/epoch - 3ms/step
Epoch 9966/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 383ms/epoch - 3ms/step
Epoch 9967/10000
124/124 - 0s - loss: 0.1948 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9702 - 334ms/epoch - 3ms/step
Epoch 9968/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2127 - val_auc: 0.9703 - 372ms/epoch - 3ms/step
Epoch 9969/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9704 - 376ms/epoch - 3ms/step
Epoch 9970/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 330ms/epoch - 3ms/step
Epoch 9971/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9701 - 370ms/epoch - 3ms/step
Epoch 9972/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9703 - 326ms/epoch - 3ms/step
Epoch 9973/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 368ms/epoch - 3ms/step
Epoch 9974/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9703 - 323ms/epoch - 3ms/step
Epoch 9975/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 364ms/epoch - 3ms/step
Epoch 9976/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2127 - val_auc: 0.9703 - 322ms/epoch - 3ms/step
Epoch 9977/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2127 - val_auc: 0.9703 - 323ms/epoch - 3ms/step
Epoch 9978/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2127 - val_auc: 0.9703 - 364ms/epoch - 3ms/step
Epoch 9979/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 332ms/epoch - 3ms/step
Epoch 9980/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 361ms/epoch - 3ms/step
Epoch 9981/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 331ms/epoch - 3ms/step
Epoch 9982/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2129 - val_auc: 0.9702 - 376ms/epoch - 3ms/step
Epoch 9983/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9708 - val_loss: 0.2128 - val_auc: 0.9701 - 372ms/epoch - 3ms/step
Epoch 9984/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9703 - 329ms/epoch - 3ms/step
Epoch 9985/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 376ms/epoch - 3ms/step
Epoch 9986/10000
124/124 - 0s - loss: 0.1950 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 349ms/epoch - 3ms/step
Epoch 9987/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2128 - val_auc: 0.9703 - 328ms/epoch - 3ms/step
Epoch 9988/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9708 - val_loss: 0.2127 - val_auc: 0.9704 - 325ms/epoch - 3ms/step
Epoch 9989/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9702 - 372ms/epoch - 3ms/step
Epoch 9990/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2130 - val_auc: 0.9701 - 380ms/epoch - 3ms/step
Epoch 9991/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9705 - val_loss: 0.2127 - val_auc: 0.9704 - 341ms/epoch - 3ms/step
Epoch 9992/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 375ms/epoch - 3ms/step
Epoch 9993/10000
124/124 - 0s - loss: 0.1948 - auc: 0.9705 - val_loss: 0.2129 - val_auc: 0.9701 - 386ms/epoch - 3ms/step
Epoch 9994/10000
124/124 - 0s - loss: 0.1948 - auc: 0.9707 - val_loss: 0.2127 - val_auc: 0.9704 - 380ms/epoch - 3ms/step
Epoch 9995/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9705 - val_loss: 0.2128 - val_auc: 0.9703 - 346ms/epoch - 3ms/step
Epoch 9996/10000
124/124 - 0s - loss: 0.1948 - auc: 0.9708 - val_loss: 0.2130 - val_auc: 0.9701 - 385ms/epoch - 3ms/step
Epoch 9997/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9708 - val_loss: 0.2128 - val_auc: 0.9702 - 396ms/epoch - 3ms/step
Epoch 9998/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9706 - val_loss: 0.2129 - val_auc: 0.9701 - 397ms/epoch - 3ms/step
Epoch 9999/10000
124/124 - 0s - loss: 0.1948 - auc: 0.9707 - val_loss: 0.2127 - val_auc: 0.9703 - 395ms/epoch - 3ms/step
Epoch 10000/10000
124/124 - 0s - loss: 0.1949 - auc: 0.9707 - val_loss: 0.2128 - val_auc: 0.9702 - 393ms/epoch - 3ms/step

ROC-AUC на обучающей выборке: 0.89513
ROC-AUC на валидационной выборке: 0.88013
CPU times: user 51min 3s, sys: 10min 50s, total: 1h 1min 53s
Wall time: 1h 2min 55s

model_n.summary()

Model: "sequential"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 dense (Dense)               (None, 1)                 27        
                                                                 
=================================================================
Total params: 27
Trainable params: 27
Non-trainable params: 0
_________________________________________________________________

Значение ROC-AUC на тренировочной и валидационной выборках разные, но довольно близкие, станем считать, что сеть приобрела устраивающую нас обобщающую способность. Точность можно повысить дальнейшим увеличением количества итераций, но для учебных целей остновимся на выбранном значении.

Многослойная нейросеть для бинарной классификации.

• Помимо однослойной сети имеет смысл рассмотреть и многослойную полносвзяную нейронную сеть, т.к. есть предположение, что несмотря на большую сложность она может обучаться быстрее и эффективнее однослойной. Специализированных нейросетевых архитектур для классификации табличных данных не существует (как ResNet, LeNet и др. для изображений). Чаще всего используются сети прямого распространения: на входные нейроны подаются признаки классифицируемого объекта, а на выходе формируется код класса.

• Такие сети обычно многослойные: со входных нейронов элементы вектора признаков распределяются на все нейроны скрытых слоёв нейросети. В результате объекты разделяются на классы в пространстве признаков большем, чем начальное. Удачно построив архитектуру и подобрав параметры сети, теоретически можно добиться хороших результатов классификации даже там, где прочие методы неэффективны. Но поскольку наилучшая конфигурация сети заранее неизвестна, то приходится подбирать её и настраивать параметры экспериментально.

%%time
# строим многослойную полносвязную нейросеть
model_n1 = keras.models.Sequential() # инициализация модели из keras

# испытательная конфигурация сети, добавим несколько полносвязных слоёв к выходному
model_n1.add(keras.layers.Dense(units=X_train.shape[1]*3,
                                input_dim=X_train.shape[1],
                                kernel_regularizer='l2',
                                #bias_regularizer='l2',
                                activity_regularizer='l2',
                                activation='tanh'))

model_n1.add(keras.layers.Dense(units=X_train.shape[1]*2,
                                kernel_regularizer='l2',
                                #bias_regularizer='l2',
                                activity_regularizer='l2',
                                activation='relu'))

model_n1.add(keras.layers.Dense(units=X_train.shape[1]//6,
                                activation='relu'))
# слой с выходным нейроном
model_n1.add(keras.layers.Dense(units=1,
                                activation='sigmoid'))
# метрика кач-ва, функция потерь и алгоритм спуска
model_n1.compile(loss='binary_crossentropy', optimizer='adam', metrics=['AUC'])

# обучаем нейросеть, указываем валидационную выборку
model_n1.fit(X_train, y_train,
             epochs=5000, verbose=2,
             validation_data=(X_validation, y_validation))

# предсказания и оценки на обучающей и валидационной выборках (без кросс-валидации)
pred_trn = model_n1.predict(X_train) > 0.5
pred_val = model_n1.predict(X_validation) > 0.5

print()
print("ROC-AUC на обучающей выборке:", roc_auc_score(y_train,pred_trn).round(5))
print("ROC-AUC на валидационной выборке:", roc_auc_score(y_validation,pred_val).round(5))

# добавим результаты в словарь
roc_auc_scores[f'Нейросеть (полносвязная многослойная)'] = roc_auc_score(y_validation,pred_val).round(5)

Epoch 1/5000
124/124 - 2s - loss: 1.1845 - auc: 0.7770 - val_loss: 0.7700 - val_auc: 0.8446 - 2s/epoch - 14ms/step
Epoch 2/5000
124/124 - 1s - loss: 0.6407 - auc: 0.8417 - val_loss: 0.5370 - val_auc: 0.8517 - 610ms/epoch - 5ms/step
Epoch 3/5000
124/124 - 1s - loss: 0.5030 - auc: 0.8580 - val_loss: 0.4807 - val_auc: 0.8637 - 611ms/epoch - 5ms/step
Epoch 4/5000
124/124 - 1s - loss: 0.4583 - auc: 0.8685 - val_loss: 0.4294 - val_auc: 0.8764 - 602ms/epoch - 5ms/step
Epoch 5/5000
124/124 - 1s - loss: 0.4264 - auc: 0.8847 - val_loss: 0.4073 - val_auc: 0.8898 - 602ms/epoch - 5ms/step
Epoch 6/5000
124/124 - 1s - loss: 0.4040 - auc: 0.8963 - val_loss: 0.3855 - val_auc: 0.9009 - 610ms/epoch - 5ms/step
Epoch 7/5000
124/124 - 1s - loss: 0.3849 - auc: 0.9062 - val_loss: 0.3710 - val_auc: 0.9121 - 611ms/epoch - 5ms/step
Epoch 8/5000
124/124 - 1s - loss: 0.3727 - auc: 0.9130 - val_loss: 0.3862 - val_auc: 0.9115 - 612ms/epoch - 5ms/step
Epoch 9/5000
124/124 - 1s - loss: 0.3685 - auc: 0.9128 - val_loss: 0.4183 - val_auc: 0.9141 - 613ms/epoch - 5ms/step
Epoch 10/5000
124/124 - 1s - loss: 0.3618 - auc: 0.9149 - val_loss: 0.3583 - val_auc: 0.9185 - 676ms/epoch - 5ms/step
Epoch 11/5000
124/124 - 1s - loss: 0.3566 - auc: 0.9162 - val_loss: 0.3374 - val_auc: 0.9247 - 607ms/epoch - 5ms/step
Epoch 12/5000
124/124 - 1s - loss: 0.3423 - auc: 0.9261 - val_loss: 0.3444 - val_auc: 0.9242 - 614ms/epoch - 5ms/step
Epoch 13/5000
124/124 - 1s - loss: 0.3378 - auc: 0.9262 - val_loss: 0.3286 - val_auc: 0.9310 - 674ms/epoch - 5ms/step
Epoch 14/5000
124/124 - 1s - loss: 0.3384 - auc: 0.9251 - val_loss: 0.3474 - val_auc: 0.9277 - 683ms/epoch - 6ms/step
Epoch 15/5000
124/124 - 1s - loss: 0.3470 - auc: 0.9184 - val_loss: 0.3413 - val_auc: 0.9289 - 622ms/epoch - 5ms/step
Epoch 16/5000
124/124 - 1s - loss: 0.3253 - auc: 0.9317 - val_loss: 0.3402 - val_auc: 0.9294 - 686ms/epoch - 6ms/step
Epoch 17/5000
124/124 - 1s - loss: 0.3265 - auc: 0.9291 - val_loss: 0.3240 - val_auc: 0.9319 - 677ms/epoch - 5ms/step
Epoch 18/5000
124/124 - 1s - loss: 0.3290 - auc: 0.9277 - val_loss: 0.3236 - val_auc: 0.9335 - 622ms/epoch - 5ms/step
Epoch 19/5000
124/124 - 1s - loss: 0.3159 - auc: 0.9355 - val_loss: 0.3071 - val_auc: 0.9380 - 618ms/epoch - 5ms/step
Epoch 20/5000
124/124 - 1s - loss: 0.3158 - auc: 0.9343 - val_loss: 0.3102 - val_auc: 0.9355 - 620ms/epoch - 5ms/step
Epoch 21/5000
124/124 - 1s - loss: 0.3178 - auc: 0.9328 - val_loss: 0.3410 - val_auc: 0.9307 - 612ms/epoch - 5ms/step
Epoch 22/5000
124/124 - 1s - loss: 0.3167 - auc: 0.9329 - val_loss: 0.3109 - val_auc: 0.9414 - 662ms/epoch - 5ms/step
Epoch 23/5000
124/124 - 1s - loss: 0.3077 - auc: 0.9381 - val_loss: 0.3037 - val_auc: 0.9450 - 612ms/epoch - 5ms/step
Epoch 24/5000
124/124 - 1s - loss: 0.3061 - auc: 0.9398 - val_loss: 0.3003 - val_auc: 0.9432 - 616ms/epoch - 5ms/step
Epoch 25/5000
124/124 - 1s - loss: 0.3072 - auc: 0.9376 - val_loss: 0.3015 - val_auc: 0.9448 - 607ms/epoch - 5ms/step
Epoch 26/5000
124/124 - 1s - loss: 0.3044 - auc: 0.9389 - val_loss: 0.3043 - val_auc: 0.9449 - 662ms/epoch - 5ms/step
Epoch 27/5000
124/124 - 1s - loss: 0.3014 - auc: 0.9420 - val_loss: 0.2972 - val_auc: 0.9457 - 610ms/epoch - 5ms/step
Epoch 28/5000
124/124 - 1s - loss: 0.3084 - auc: 0.9369 - val_loss: 0.2922 - val_auc: 0.9493 - 607ms/epoch - 5ms/step
Epoch 29/5000
124/124 - 1s - loss: 0.2956 - auc: 0.9453 - val_loss: 0.2911 - val_auc: 0.9534 - 609ms/epoch - 5ms/step
Epoch 30/5000
124/124 - 1s - loss: 0.3068 - auc: 0.9371 - val_loss: 0.3160 - val_auc: 0.9388 - 605ms/epoch - 5ms/step
Epoch 31/5000
124/124 - 1s - loss: 0.3067 - auc: 0.9356 - val_loss: 0.2913 - val_auc: 0.9453 - 662ms/epoch - 5ms/step
Epoch 32/5000
124/124 - 1s - loss: 0.2921 - auc: 0.9451 - val_loss: 0.3034 - val_auc: 0.9525 - 623ms/epoch - 5ms/step
Epoch 33/5000
124/124 - 1s - loss: 0.2958 - auc: 0.9434 - val_loss: 0.3023 - val_auc: 0.9483 - 602ms/epoch - 5ms/step
Epoch 34/5000
124/124 - 1s - loss: 0.2897 - auc: 0.9472 - val_loss: 0.2851 - val_auc: 0.9532 - 660ms/epoch - 5ms/step
Epoch 35/5000
124/124 - 1s - loss: 0.2940 - auc: 0.9444 - val_loss: 0.3071 - val_auc: 0.9501 - 611ms/epoch - 5ms/step
Epoch 36/5000
124/124 - 1s - loss: 0.2890 - auc: 0.9476 - val_loss: 0.2886 - val_auc: 0.9523 - 607ms/epoch - 5ms/step
Epoch 37/5000
124/124 - 1s - loss: 0.2940 - auc: 0.9439 - val_loss: 0.2846 - val_auc: 0.9489 - 610ms/epoch - 5ms/step
Epoch 38/5000
124/124 - 1s - loss: 0.3033 - auc: 0.9386 - val_loss: 0.2879 - val_auc: 0.9459 - 665ms/epoch - 5ms/step
Epoch 39/5000
124/124 - 1s - loss: 0.2927 - auc: 0.9449 - val_loss: 0.2866 - val_auc: 0.9497 - 612ms/epoch - 5ms/step
Epoch 40/5000
124/124 - 1s - loss: 0.2928 - auc: 0.9436 - val_loss: 0.2868 - val_auc: 0.9531 - 608ms/epoch - 5ms/step
Epoch 41/5000
124/124 - 1s - loss: 0.2878 - auc: 0.9461 - val_loss: 0.2827 - val_auc: 0.9521 - 608ms/epoch - 5ms/step
Epoch 42/5000
124/124 - 1s - loss: 0.2846 - auc: 0.9483 - val_loss: 0.2707 - val_auc: 0.9561 - 667ms/epoch - 5ms/step
Epoch 43/5000
124/124 - 1s - loss: 0.2833 - auc: 0.9496 - val_loss: 0.2859 - val_auc: 0.9499 - 625ms/epoch - 5ms/step
Epoch 44/5000
124/124 - 1s - loss: 0.2798 - auc: 0.9509 - val_loss: 0.2897 - val_auc: 0.9583 - 721ms/epoch - 6ms/step
Epoch 45/5000
124/124 - 1s - loss: 0.2873 - auc: 0.9455 - val_loss: 0.2736 - val_auc: 0.9594 - 568ms/epoch - 5ms/step
Epoch 46/5000
124/124 - 1s - loss: 0.2828 - auc: 0.9491 - val_loss: 0.2878 - val_auc: 0.9577 - 674ms/epoch - 5ms/step
Epoch 47/5000
124/124 - 1s - loss: 0.2829 - auc: 0.9484 - val_loss: 0.2776 - val_auc: 0.9570 - 610ms/epoch - 5ms/step
Epoch 48/5000
124/124 - 1s - loss: 0.2828 - auc: 0.9501 - val_loss: 0.3421 - val_auc: 0.9489 - 611ms/epoch - 5ms/step
Epoch 49/5000
124/124 - 1s - loss: 0.2826 - auc: 0.9487 - val_loss: 0.2656 - val_auc: 0.9586 - 669ms/epoch - 5ms/step
Epoch 50/5000
124/124 - 1s - loss: 0.2794 - auc: 0.9510 - val_loss: 0.2691 - val_auc: 0.9559 - 607ms/epoch - 5ms/step
Epoch 51/5000
124/124 - 1s - loss: 0.2919 - auc: 0.9440 - val_loss: 0.2931 - val_auc: 0.9597 - 616ms/epoch - 5ms/step
Epoch 52/5000
124/124 - 1s - loss: 0.2859 - auc: 0.9470 - val_loss: 0.2929 - val_auc: 0.9581 - 602ms/epoch - 5ms/step
Epoch 53/5000
124/124 - 1s - loss: 0.2757 - auc: 0.9523 - val_loss: 0.2592 - val_auc: 0.9635 - 656ms/epoch - 5ms/step
Epoch 54/5000
124/124 - 1s - loss: 0.2786 - auc: 0.9507 - val_loss: 0.2641 - val_auc: 0.9604 - 610ms/epoch - 5ms/step
Epoch 55/5000
124/124 - 1s - loss: 0.2726 - auc: 0.9533 - val_loss: 0.2736 - val_auc: 0.9617 - 606ms/epoch - 5ms/step
Epoch 56/5000
124/124 - 1s - loss: 0.2772 - auc: 0.9511 - val_loss: 0.2637 - val_auc: 0.9603 - 605ms/epoch - 5ms/step
Epoch 57/5000
124/124 - 1s - loss: 0.2770 - auc: 0.9519 - val_loss: 0.2652 - val_auc: 0.9582 - 608ms/epoch - 5ms/step
Epoch 58/5000
124/124 - 1s - loss: 0.2712 - auc: 0.9528 - val_loss: 0.2635 - val_auc: 0.9567 - 674ms/epoch - 5ms/step
Epoch 59/5000
124/124 - 1s - loss: 0.2824 - auc: 0.9483 - val_loss: 0.2764 - val_auc: 0.9567 - 607ms/epoch - 5ms/step
Epoch 60/5000
124/124 - 1s - loss: 0.2708 - auc: 0.9527 - val_loss: 0.2632 - val_auc: 0.9618 - 618ms/epoch - 5ms/step
Epoch 61/5000
124/124 - 1s - loss: 0.2866 - auc: 0.9463 - val_loss: 0.2809 - val_auc: 0.9484 - 664ms/epoch - 5ms/step
Epoch 62/5000
124/124 - 1s - loss: 0.2651 - auc: 0.9564 - val_loss: 0.2771 - val_auc: 0.9548 - 617ms/epoch - 5ms/step
Epoch 63/5000
124/124 - 1s - loss: 0.2716 - auc: 0.9529 - val_loss: 0.2722 - val_auc: 0.9573 - 669ms/epoch - 5ms/step
Epoch 64/5000
124/124 - 1s - loss: 0.2740 - auc: 0.9515 - val_loss: 0.2934 - val_auc: 0.9519 - 618ms/epoch - 5ms/step
Epoch 65/5000
124/124 - 1s - loss: 0.2675 - auc: 0.9537 - val_loss: 0.2603 - val_auc: 0.9572 - 618ms/epoch - 5ms/step
Epoch 66/5000
124/124 - 1s - loss: 0.2663 - auc: 0.9536 - val_loss: 0.2721 - val_auc: 0.9584 - 672ms/epoch - 5ms/step
Epoch 67/5000
124/124 - 1s - loss: 0.2769 - auc: 0.9481 - val_loss: 0.2758 - val_auc: 0.9550 - 620ms/epoch - 5ms/step
Epoch 68/5000
124/124 - 1s - loss: 0.2636 - auc: 0.9568 - val_loss: 0.2567 - val_auc: 0.9604 - 672ms/epoch - 5ms/step
Epoch 69/5000
124/124 - 1s - loss: 0.2775 - auc: 0.9494 - val_loss: 0.2564 - val_auc: 0.9596 - 614ms/epoch - 5ms/step
Epoch 70/5000
124/124 - 1s - loss: 0.2641 - auc: 0.9539 - val_loss: 0.2596 - val_auc: 0.9582 - 680ms/epoch - 5ms/step
Epoch 71/5000
124/124 - 1s - loss: 0.2660 - auc: 0.9550 - val_loss: 0.2658 - val_auc: 0.9601 - 627ms/epoch - 5ms/step
Epoch 72/5000
124/124 - 1s - loss: 0.2699 - auc: 0.9532 - val_loss: 0.2743 - val_auc: 0.9608 - 670ms/epoch - 5ms/step
Epoch 73/5000
124/124 - 1s - loss: 0.2611 - auc: 0.9556 - val_loss: 0.2508 - val_auc: 0.9638 - 614ms/epoch - 5ms/step
Epoch 74/5000
124/124 - 1s - loss: 0.2634 - auc: 0.9562 - val_loss: 0.2717 - val_auc: 0.9621 - 604ms/epoch - 5ms/step
Epoch 75/5000
124/124 - 1s - loss: 0.2716 - auc: 0.9515 - val_loss: 0.2540 - val_auc: 0.9617 - 606ms/epoch - 5ms/step
Epoch 76/5000
124/124 - 1s - loss: 0.2592 - auc: 0.9570 - val_loss: 0.2524 - val_auc: 0.9635 - 653ms/epoch - 5ms/step
Epoch 77/5000
124/124 - 1s - loss: 0.2596 - auc: 0.9569 - val_loss: 0.2553 - val_auc: 0.9616 - 627ms/epoch - 5ms/step
Epoch 78/5000
124/124 - 1s - loss: 0.2543 - auc: 0.9598 - val_loss: 0.2616 - val_auc: 0.9615 - 614ms/epoch - 5ms/step
Epoch 79/5000
124/124 - 1s - loss: 0.2658 - auc: 0.9528 - val_loss: 0.2581 - val_auc: 0.9554 - 619ms/epoch - 5ms/step
Epoch 80/5000
124/124 - 1s - loss: 0.2660 - auc: 0.9536 - val_loss: 0.2507 - val_auc: 0.9611 - 610ms/epoch - 5ms/step
Epoch 81/5000
124/124 - 1s - loss: 0.2679 - auc: 0.9531 - val_loss: 0.2515 - val_auc: 0.9613 - 603ms/epoch - 5ms/step
Epoch 82/5000
124/124 - 1s - loss: 0.2804 - auc: 0.9468 - val_loss: 0.2742 - val_auc: 0.9583 - 669ms/epoch - 5ms/step
Epoch 83/5000
124/124 - 1s - loss: 0.2660 - auc: 0.9539 - val_loss: 0.2493 - val_auc: 0.9612 - 600ms/epoch - 5ms/step
Epoch 84/5000
124/124 - 1s - loss: 0.2662 - auc: 0.9530 - val_loss: 0.2534 - val_auc: 0.9620 - 601ms/epoch - 5ms/step
Epoch 85/5000
124/124 - 1s - loss: 0.2614 - auc: 0.9560 - val_loss: 0.2503 - val_auc: 0.9614 - 601ms/epoch - 5ms/step
Epoch 86/5000
124/124 - 1s - loss: 0.2568 - auc: 0.9570 - val_loss: 0.2532 - val_auc: 0.9635 - 600ms/epoch - 5ms/step
Epoch 87/5000
124/124 - 1s - loss: 0.2551 - auc: 0.9587 - val_loss: 0.2442 - val_auc: 0.9659 - 602ms/epoch - 5ms/step
Epoch 88/5000
124/124 - 1s - loss: 0.2661 - auc: 0.9523 - val_loss: 0.2840 - val_auc: 0.9590 - 598ms/epoch - 5ms/step
Epoch 89/5000
124/124 - 1s - loss: 0.2570 - auc: 0.9556 - val_loss: 0.2475 - val_auc: 0.9629 - 602ms/epoch - 5ms/step
Epoch 90/5000
124/124 - 1s - loss: 0.2549 - auc: 0.9581 - val_loss: 0.2507 - val_auc: 0.9650 - 610ms/epoch - 5ms/step
Epoch 91/5000
124/124 - 1s - loss: 0.2550 - auc: 0.9571 - val_loss: 0.2529 - val_auc: 0.9602 - 663ms/epoch - 5ms/step
Epoch 92/5000
124/124 - 1s - loss: 0.2672 - auc: 0.9505 - val_loss: 0.3448 - val_auc: 0.9532 - 606ms/epoch - 5ms/step
Epoch 93/5000
124/124 - 1s - loss: 0.2692 - auc: 0.9487 - val_loss: 0.2525 - val_auc: 0.9618 - 611ms/epoch - 5ms/step
Epoch 94/5000
124/124 - 1s - loss: 0.2588 - auc: 0.9547 - val_loss: 0.2472 - val_auc: 0.9623 - 610ms/epoch - 5ms/step
Epoch 95/5000
124/124 - 1s - loss: 0.2572 - auc: 0.9556 - val_loss: 0.2476 - val_auc: 0.9622 - 664ms/epoch - 5ms/step
Epoch 96/5000
124/124 - 1s - loss: 0.2583 - auc: 0.9564 - val_loss: 0.2553 - val_auc: 0.9644 - 613ms/epoch - 5ms/step
Epoch 97/5000
124/124 - 1s - loss: 0.2697 - auc: 0.9486 - val_loss: 0.2417 - val_auc: 0.9664 - 608ms/epoch - 5ms/step
Epoch 98/5000
124/124 - 1s - loss: 0.2601 - auc: 0.9546 - val_loss: 0.2623 - val_auc: 0.9679 - 605ms/epoch - 5ms/step
Epoch 99/5000
124/124 - 1s - loss: 0.2565 - auc: 0.9566 - val_loss: 0.2402 - val_auc: 0.9667 - 663ms/epoch - 5ms/step
Epoch 100/5000
124/124 - 1s - loss: 0.2511 - auc: 0.9586 - val_loss: 0.2766 - val_auc: 0.9632 - 608ms/epoch - 5ms/step
Epoch 101/5000
124/124 - 1s - loss: 0.2468 - auc: 0.9619 - val_loss: 0.2405 - val_auc: 0.9656 - 609ms/epoch - 5ms/step
Epoch 102/5000
124/124 - 1s - loss: 0.2589 - auc: 0.9566 - val_loss: 0.2419 - val_auc: 0.9647 - 601ms/epoch - 5ms/step
Epoch 103/5000
124/124 - 1s - loss: 0.2520 - auc: 0.9592 - val_loss: 0.2464 - val_auc: 0.9626 - 602ms/epoch - 5ms/step
Epoch 104/5000
124/124 - 1s - loss: 0.2562 - auc: 0.9556 - val_loss: 0.2440 - val_auc: 0.9606 - 608ms/epoch - 5ms/step
Epoch 105/5000
124/124 - 1s - loss: 0.2603 - auc: 0.9537 - val_loss: 0.2652 - val_auc: 0.9583 - 610ms/epoch - 5ms/step
Epoch 106/5000
124/124 - 1s - loss: 0.2516 - auc: 0.9585 - val_loss: 0.2313 - val_auc: 0.9690 - 616ms/epoch - 5ms/step
Epoch 107/5000
124/124 - 1s - loss: 0.2501 - auc: 0.9577 - val_loss: 0.2440 - val_auc: 0.9607 - 613ms/epoch - 5ms/step
Epoch 108/5000
124/124 - 1s - loss: 0.2479 - auc: 0.9600 - val_loss: 0.2430 - val_auc: 0.9630 - 668ms/epoch - 5ms/step
Epoch 109/5000
124/124 - 1s - loss: 0.2507 - auc: 0.9585 - val_loss: 0.2419 - val_auc: 0.9645 - 627ms/epoch - 5ms/step
Epoch 110/5000
124/124 - 1s - loss: 0.2500 - auc: 0.9577 - val_loss: 0.2324 - val_auc: 0.9661 - 664ms/epoch - 5ms/step
Epoch 111/5000
124/124 - 1s - loss: 0.2506 - auc: 0.9579 - val_loss: 0.2443 - val_auc: 0.9604 - 624ms/epoch - 5ms/step
Epoch 112/5000
124/124 - 1s - loss: 0.2484 - auc: 0.9593 - val_loss: 0.2400 - val_auc: 0.9645 - 681ms/epoch - 5ms/step
Epoch 113/5000
124/124 - 1s - loss: 0.2535 - auc: 0.9559 - val_loss: 0.2389 - val_auc: 0.9640 - 621ms/epoch - 5ms/step
Epoch 114/5000
124/124 - 1s - loss: 0.2582 - auc: 0.9527 - val_loss: 0.2481 - val_auc: 0.9648 - 614ms/epoch - 5ms/step
Epoch 115/5000
124/124 - 1s - loss: 0.2535 - auc: 0.9569 - val_loss: 0.2474 - val_auc: 0.9608 - 617ms/epoch - 5ms/step
Epoch 116/5000
124/124 - 1s - loss: 0.2492 - auc: 0.9591 - val_loss: 0.2358 - val_auc: 0.9666 - 670ms/epoch - 5ms/step
Epoch 117/5000
124/124 - 1s - loss: 0.2648 - auc: 0.9512 - val_loss: 0.2478 - val_auc: 0.9643 - 620ms/epoch - 5ms/step
Epoch 118/5000
124/124 - 1s - loss: 0.2604 - auc: 0.9522 - val_loss: 0.2462 - val_auc: 0.9681 - 669ms/epoch - 5ms/step
Epoch 119/5000
124/124 - 1s - loss: 0.2469 - auc: 0.9589 - val_loss: 0.2671 - val_auc: 0.9583 - 632ms/epoch - 5ms/step
Epoch 120/5000
124/124 - 1s - loss: 0.2419 - auc: 0.9607 - val_loss: 0.2664 - val_auc: 0.9650 - 599ms/epoch - 5ms/step
Epoch 121/5000
124/124 - 1s - loss: 0.2429 - auc: 0.9606 - val_loss: 0.2455 - val_auc: 0.9647 - 665ms/epoch - 5ms/step
Epoch 122/5000
124/124 - 1s - loss: 0.2424 - auc: 0.9624 - val_loss: 0.2302 - val_auc: 0.9667 - 615ms/epoch - 5ms/step
Epoch 123/5000
124/124 - 1s - loss: 0.2431 - auc: 0.9602 - val_loss: 0.2398 - val_auc: 0.9625 - 617ms/epoch - 5ms/step
Epoch 124/5000
124/124 - 1s - loss: 0.2466 - auc: 0.9584 - val_loss: 0.2388 - val_auc: 0.9654 - 658ms/epoch - 5ms/step
Epoch 125/5000
124/124 - 1s - loss: 0.2603 - auc: 0.9521 - val_loss: 0.2392 - val_auc: 0.9629 - 613ms/epoch - 5ms/step
Epoch 126/5000
124/124 - 1s - loss: 0.2582 - auc: 0.9525 - val_loss: 0.2433 - val_auc: 0.9667 - 618ms/epoch - 5ms/step
Epoch 127/5000
124/124 - 1s - loss: 0.2524 - auc: 0.9570 - val_loss: 0.2388 - val_auc: 0.9637 - 670ms/epoch - 5ms/step
Epoch 128/5000
124/124 - 1s - loss: 0.2474 - auc: 0.9588 - val_loss: 0.2504 - val_auc: 0.9658 - 603ms/epoch - 5ms/step
Epoch 129/5000
124/124 - 1s - loss: 0.2449 - auc: 0.9584 - val_loss: 0.2511 - val_auc: 0.9697 - 617ms/epoch - 5ms/step
Epoch 130/5000
124/124 - 1s - loss: 0.2453 - auc: 0.9590 - val_loss: 0.2428 - val_auc: 0.9646 - 608ms/epoch - 5ms/step
Epoch 131/5000
124/124 - 1s - loss: 0.2443 - auc: 0.9592 - val_loss: 0.2380 - val_auc: 0.9690 - 671ms/epoch - 5ms/step
Epoch 132/5000
124/124 - 1s - loss: 0.2485 - auc: 0.9574 - val_loss: 0.2304 - val_auc: 0.9674 - 610ms/epoch - 5ms/step
Epoch 133/5000
124/124 - 1s - loss: 0.2427 - auc: 0.9596 - val_loss: 0.2298 - val_auc: 0.9684 - 608ms/epoch - 5ms/step
Epoch 134/5000
124/124 - 1s - loss: 0.2453 - auc: 0.9588 - val_loss: 0.2619 - val_auc: 0.9609 - 659ms/epoch - 5ms/step
Epoch 135/5000
124/124 - 1s - loss: 0.2503 - auc: 0.9573 - val_loss: 0.2340 - val_auc: 0.9679 - 604ms/epoch - 5ms/step
Epoch 136/5000
124/124 - 1s - loss: 0.2481 - auc: 0.9578 - val_loss: 0.2386 - val_auc: 0.9657 - 605ms/epoch - 5ms/step
Epoch 137/5000
124/124 - 1s - loss: 0.2423 - auc: 0.9605 - val_loss: 0.2254 - val_auc: 0.9698 - 606ms/epoch - 5ms/step
Epoch 138/5000
124/124 - 1s - loss: 0.2455 - auc: 0.9592 - val_loss: 0.2676 - val_auc: 0.9610 - 613ms/epoch - 5ms/step
Epoch 139/5000
124/124 - 1s - loss: 0.2508 - auc: 0.9571 - val_loss: 0.2505 - val_auc: 0.9655 - 671ms/epoch - 5ms/step
Epoch 140/5000
124/124 - 1s - loss: 0.2540 - auc: 0.9536 - val_loss: 0.2511 - val_auc: 0.9645 - 618ms/epoch - 5ms/step
Epoch 141/5000
124/124 - 1s - loss: 0.2428 - auc: 0.9598 - val_loss: 0.2293 - val_auc: 0.9659 - 669ms/epoch - 5ms/step
Epoch 142/5000
124/124 - 1s - loss: 0.2479 - auc: 0.9560 - val_loss: 0.2358 - val_auc: 0.9665 - 611ms/epoch - 5ms/step
Epoch 143/5000
124/124 - 1s - loss: 0.2709 - auc: 0.9471 - val_loss: 0.2505 - val_auc: 0.9673 - 618ms/epoch - 5ms/step
Epoch 144/5000
124/124 - 1s - loss: 0.2415 - auc: 0.9607 - val_loss: 0.2367 - val_auc: 0.9625 - 605ms/epoch - 5ms/step
Epoch 145/5000
124/124 - 1s - loss: 0.2403 - auc: 0.9608 - val_loss: 0.2411 - val_auc: 0.9636 - 657ms/epoch - 5ms/step
Epoch 146/5000
124/124 - 1s - loss: 0.2459 - auc: 0.9566 - val_loss: 0.2331 - val_auc: 0.9645 - 604ms/epoch - 5ms/step
Epoch 147/5000
124/124 - 1s - loss: 0.2420 - auc: 0.9590 - val_loss: 0.2597 - val_auc: 0.9583 - 615ms/epoch - 5ms/step
Epoch 148/5000
124/124 - 1s - loss: 0.2448 - auc: 0.9589 - val_loss: 0.2309 - val_auc: 0.9657 - 669ms/epoch - 5ms/step
Epoch 149/5000
124/124 - 1s - loss: 0.2539 - auc: 0.9558 - val_loss: 0.2616 - val_auc: 0.9670 - 611ms/epoch - 5ms/step
Epoch 150/5000
124/124 - 1s - loss: 0.2388 - auc: 0.9612 - val_loss: 0.2336 - val_auc: 0.9670 - 699ms/epoch - 6ms/step
Epoch 151/5000
124/124 - 1s - loss: 0.2379 - auc: 0.9623 - val_loss: 0.2306 - val_auc: 0.9653 - 687ms/epoch - 6ms/step
Epoch 152/5000
124/124 - 1s - loss: 0.2442 - auc: 0.9597 - val_loss: 0.2354 - val_auc: 0.9632 - 825ms/epoch - 7ms/step
Epoch 153/5000
124/124 - 1s - loss: 0.2348 - auc: 0.9638 - val_loss: 0.2458 - val_auc: 0.9672 - 780ms/epoch - 6ms/step
Epoch 154/5000
124/124 - 1s - loss: 0.2426 - auc: 0.9598 - val_loss: 0.2480 - val_auc: 0.9675 - 607ms/epoch - 5ms/step
Epoch 155/5000
124/124 - 1s - loss: 0.2452 - auc: 0.9588 - val_loss: 0.2364 - val_auc: 0.9629 - 600ms/epoch - 5ms/step
Epoch 156/5000
124/124 - 1s - loss: 0.2495 - auc: 0.9566 - val_loss: 0.2466 - val_auc: 0.9660 - 601ms/epoch - 5ms/step
Epoch 157/5000
124/124 - 1s - loss: 0.2368 - auc: 0.9622 - val_loss: 0.2306 - val_auc: 0.9624 - 610ms/epoch - 5ms/step
Epoch 158/5000
124/124 - 1s - loss: 0.2406 - auc: 0.9603 - val_loss: 0.2297 - val_auc: 0.9668 - 679ms/epoch - 5ms/step
Epoch 159/5000
124/124 - 1s - loss: 0.2393 - auc: 0.9620 - val_loss: 0.2471 - val_auc: 0.9647 - 609ms/epoch - 5ms/step
Epoch 160/5000
124/124 - 1s - loss: 0.2436 - auc: 0.9603 - val_loss: 0.2579 - val_auc: 0.9676 - 605ms/epoch - 5ms/step
Epoch 161/5000
124/124 - 1s - loss: 0.2490 - auc: 0.9570 - val_loss: 0.2339 - val_auc: 0.9692 - 662ms/epoch - 5ms/step
Epoch 162/5000
124/124 - 1s - loss: 0.2437 - auc: 0.9600 - val_loss: 0.2301 - val_auc: 0.9719 - 616ms/epoch - 5ms/step
Epoch 163/5000
124/124 - 1s - loss: 0.2422 - auc: 0.9593 - val_loss: 0.2314 - val_auc: 0.9652 - 616ms/epoch - 5ms/step
Epoch 164/5000
124/124 - 1s - loss: 0.2395 - auc: 0.9615 - val_loss: 0.3211 - val_auc: 0.9579 - 666ms/epoch - 5ms/step
Epoch 165/5000
124/124 - 1s - loss: 0.2475 - auc: 0.9576 - val_loss: 0.2335 - val_auc: 0.9649 - 614ms/epoch - 5ms/step
Epoch 166/5000
124/124 - 1s - loss: 0.2428 - auc: 0.9583 - val_loss: 0.2401 - val_auc: 0.9679 - 630ms/epoch - 5ms/step
Epoch 167/5000
124/124 - 1s - loss: 0.2538 - auc: 0.9543 - val_loss: 0.2250 - val_auc: 0.9676 - 649ms/epoch - 5ms/step
Epoch 168/5000
124/124 - 1s - loss: 0.2459 - auc: 0.9571 - val_loss: 0.2530 - val_auc: 0.9655 - 612ms/epoch - 5ms/step
Epoch 169/5000
124/124 - 1s - loss: 0.2571 - auc: 0.9524 - val_loss: 0.2562 - val_auc: 0.9614 - 670ms/epoch - 5ms/step
Epoch 170/5000
124/124 - 1s - loss: 0.2503 - auc: 0.9570 - val_loss: 0.2433 - val_auc: 0.9697 - 618ms/epoch - 5ms/step
Epoch 171/5000
124/124 - 1s - loss: 0.2487 - auc: 0.9570 - val_loss: 0.2414 - val_auc: 0.9651 - 611ms/epoch - 5ms/step
Epoch 172/5000
124/124 - 1s - loss: 0.2520 - auc: 0.9538 - val_loss: 0.2384 - val_auc: 0.9671 - 661ms/epoch - 5ms/step
Epoch 173/5000
124/124 - 1s - loss: 0.2366 - auc: 0.9620 - val_loss: 0.2435 - val_auc: 0.9635 - 612ms/epoch - 5ms/step
Epoch 174/5000
124/124 - 1s - loss: 0.2331 - auc: 0.9631 - val_loss: 0.2248 - val_auc: 0.9665 - 621ms/epoch - 5ms/step
Epoch 175/5000
124/124 - 1s - loss: 0.2325 - auc: 0.9627 - val_loss: 0.2219 - val_auc: 0.9676 - 660ms/epoch - 5ms/step
Epoch 176/5000
124/124 - 1s - loss: 0.2347 - auc: 0.9622 - val_loss: 0.2218 - val_auc: 0.9685 - 612ms/epoch - 5ms/step
Epoch 177/5000
124/124 - 1s - loss: 0.2413 - auc: 0.9596 - val_loss: 0.2340 - val_auc: 0.9627 - 604ms/epoch - 5ms/step
Epoch 178/5000
124/124 - 1s - loss: 0.2426 - auc: 0.9586 - val_loss: 0.2661 - val_auc: 0.9664 - 607ms/epoch - 5ms/step
Epoch 179/5000
124/124 - 1s - loss: 0.2480 - auc: 0.9557 - val_loss: 0.2437 - val_auc: 0.9626 - 603ms/epoch - 5ms/step
Epoch 180/5000
124/124 - 1s - loss: 0.2423 - auc: 0.9587 - val_loss: 0.2835 - val_auc: 0.9562 - 669ms/epoch - 5ms/step
Epoch 181/5000
124/124 - 1s - loss: 0.2366 - auc: 0.9616 - val_loss: 0.2215 - val_auc: 0.9674 - 602ms/epoch - 5ms/step
Epoch 182/5000
124/124 - 1s - loss: 0.2336 - auc: 0.9623 - val_loss: 0.2191 - val_auc: 0.9677 - 609ms/epoch - 5ms/step
Epoch 183/5000
124/124 - 1s - loss: 0.2319 - auc: 0.9628 - val_loss: 0.2263 - val_auc: 0.9675 - 612ms/epoch - 5ms/step
Epoch 184/5000
124/124 - 1s - loss: 0.2406 - auc: 0.9600 - val_loss: 0.2256 - val_auc: 0.9665 - 664ms/epoch - 5ms/step
Epoch 185/5000
124/124 - 1s - loss: 0.2384 - auc: 0.9597 - val_loss: 0.2237 - val_auc: 0.9692 - 610ms/epoch - 5ms/step
Epoch 186/5000
124/124 - 1s - loss: 0.2459 - auc: 0.9589 - val_loss: 0.2267 - val_auc: 0.9634 - 613ms/epoch - 5ms/step
Epoch 187/5000
124/124 - 1s - loss: 0.2392 - auc: 0.9597 - val_loss: 0.2303 - val_auc: 0.9629 - 612ms/epoch - 5ms/step
Epoch 188/5000
124/124 - 1s - loss: 0.2435 - auc: 0.9600 - val_loss: 0.2231 - val_auc: 0.9670 - 663ms/epoch - 5ms/step
Epoch 189/5000
124/124 - 1s - loss: 0.2445 - auc: 0.9570 - val_loss: 0.2340 - val_auc: 0.9651 - 613ms/epoch - 5ms/step
Epoch 190/5000
124/124 - 1s - loss: 0.2424 - auc: 0.9586 - val_loss: 0.2310 - val_auc: 0.9661 - 674ms/epoch - 5ms/step
Epoch 191/5000
124/124 - 1s - loss: 0.2440 - auc: 0.9570 - val_loss: 0.2318 - val_auc: 0.9664 - 608ms/epoch - 5ms/step
Epoch 192/5000
124/124 - 1s - loss: 0.2378 - auc: 0.9597 - val_loss: 0.2329 - val_auc: 0.9699 - 611ms/epoch - 5ms/step
Epoch 193/5000
124/124 - 1s - loss: 0.2369 - auc: 0.9611 - val_loss: 0.2200 - val_auc: 0.9712 - 608ms/epoch - 5ms/step
Epoch 194/5000
124/124 - 1s - loss: 0.2371 - auc: 0.9611 - val_loss: 0.2381 - val_auc: 0.9672 - 660ms/epoch - 5ms/step
Epoch 195/5000
124/124 - 1s - loss: 0.2340 - auc: 0.9618 - val_loss: 0.2601 - val_auc: 0.9672 - 610ms/epoch - 5ms/step
Epoch 196/5000
124/124 - 1s - loss: 0.2459 - auc: 0.9573 - val_loss: 0.2670 - val_auc: 0.9642 - 614ms/epoch - 5ms/step
Epoch 197/5000
124/124 - 1s - loss: 0.2462 - auc: 0.9574 - val_loss: 0.2272 - val_auc: 0.9666 - 608ms/epoch - 5ms/step
Epoch 198/5000
124/124 - 1s - loss: 0.2399 - auc: 0.9611 - val_loss: 0.2442 - val_auc: 0.9649 - 662ms/epoch - 5ms/step
Epoch 199/5000
124/124 - 1s - loss: 0.2516 - auc: 0.9556 - val_loss: 0.2322 - val_auc: 0.9694 - 615ms/epoch - 5ms/step
Epoch 200/5000
124/124 - 1s - loss: 0.2340 - auc: 0.9615 - val_loss: 0.2192 - val_auc: 0.9684 - 688ms/epoch - 6ms/step
Epoch 201/5000
124/124 - 1s - loss: 0.2353 - auc: 0.9617 - val_loss: 0.2237 - val_auc: 0.9649 - 626ms/epoch - 5ms/step
Epoch 202/5000
124/124 - 1s - loss: 0.2515 - auc: 0.9538 - val_loss: 0.2209 - val_auc: 0.9695 - 702ms/epoch - 6ms/step
Epoch 203/5000
124/124 - 1s - loss: 0.2378 - auc: 0.9606 - val_loss: 0.2257 - val_auc: 0.9654 - 690ms/epoch - 6ms/step
Epoch 204/5000
124/124 - 1s - loss: 0.2398 - auc: 0.9590 - val_loss: 0.2360 - val_auc: 0.9682 - 687ms/epoch - 6ms/step
Epoch 205/5000
124/124 - 1s - loss: 0.2680 - auc: 0.9493 - val_loss: 0.2294 - val_auc: 0.9653 - 696ms/epoch - 6ms/step
Epoch 206/5000
124/124 - 1s - loss: 0.2525 - auc: 0.9558 - val_loss: 0.2246 - val_auc: 0.9658 - 678ms/epoch - 5ms/step
Epoch 207/5000
124/124 - 1s - loss: 0.2350 - auc: 0.9620 - val_loss: 0.2300 - val_auc: 0.9692 - 631ms/epoch - 5ms/step
Epoch 208/5000
124/124 - 1s - loss: 0.2346 - auc: 0.9615 - val_loss: 0.2315 - val_auc: 0.9689 - 680ms/epoch - 5ms/step
Epoch 209/5000
124/124 - 1s - loss: 0.2380 - auc: 0.9610 - val_loss: 0.2617 - val_auc: 0.9684 - 678ms/epoch - 5ms/step
Epoch 210/5000
124/124 - 1s - loss: 0.2432 - auc: 0.9587 - val_loss: 0.2328 - val_auc: 0.9667 - 626ms/epoch - 5ms/step
Epoch 211/5000
124/124 - 1s - loss: 0.2303 - auc: 0.9636 - val_loss: 0.2405 - val_auc: 0.9683 - 669ms/epoch - 5ms/step
Epoch 212/5000
124/124 - 1s - loss: 0.2324 - auc: 0.9640 - val_loss: 0.2244 - val_auc: 0.9671 - 616ms/epoch - 5ms/step
Epoch 213/5000
124/124 - 1s - loss: 0.2412 - auc: 0.9605 - val_loss: 0.2286 - val_auc: 0.9651 - 619ms/epoch - 5ms/step
Epoch 214/5000
124/124 - 1s - loss: 0.2463 - auc: 0.9561 - val_loss: 0.2443 - val_auc: 0.9663 - 617ms/epoch - 5ms/step
Epoch 215/5000
124/124 - 1s - loss: 0.2556 - auc: 0.9522 - val_loss: 0.2671 - val_auc: 0.9673 - 608ms/epoch - 5ms/step
Epoch 216/5000
124/124 - 1s - loss: 0.2407 - auc: 0.9596 - val_loss: 0.2294 - val_auc: 0.9670 - 613ms/epoch - 5ms/step
Epoch 217/5000
124/124 - 1s - loss: 0.2325 - auc: 0.9622 - val_loss: 0.2309 - val_auc: 0.9677 - 667ms/epoch - 5ms/step
Epoch 218/5000
124/124 - 1s - loss: 0.2393 - auc: 0.9593 - val_loss: 0.2538 - val_auc: 0.9585 - 608ms/epoch - 5ms/step
Epoch 219/5000
124/124 - 1s - loss: 0.2412 - auc: 0.9593 - val_loss: 0.2277 - val_auc: 0.9671 - 616ms/epoch - 5ms/step
Epoch 220/5000
124/124 - 1s - loss: 0.2356 - auc: 0.9610 - val_loss: 0.2237 - val_auc: 0.9648 - 668ms/epoch - 5ms/step
Epoch 221/5000
124/124 - 1s - loss: 0.2345 - auc: 0.9620 - val_loss: 0.2250 - val_auc: 0.9672 - 618ms/epoch - 5ms/step
Epoch 222/5000
124/124 - 1s - loss: 0.2303 - auc: 0.9628 - val_loss: 0.2348 - val_auc: 0.9720 - 607ms/epoch - 5ms/step
Epoch 223/5000
124/124 - 1s - loss: 0.2317 - auc: 0.9624 - val_loss: 0.2295 - val_auc: 0.9643 - 665ms/epoch - 5ms/step
Epoch 224/5000
124/124 - 1s - loss: 0.2413 - auc: 0.9592 - val_loss: 0.2670 - val_auc: 0.9652 - 608ms/epoch - 5ms/step
Epoch 225/5000
124/124 - 1s - loss: 0.2318 - auc: 0.9629 - val_loss: 0.2283 - val_auc: 0.9656 - 603ms/epoch - 5ms/step
Epoch 226/5000
124/124 - 1s - loss: 0.2383 - auc: 0.9608 - val_loss: 0.2739 - val_auc: 0.9644 - 599ms/epoch - 5ms/step
Epoch 227/5000
124/124 - 1s - loss: 0.2493 - auc: 0.9570 - val_loss: 0.2734 - val_auc: 0.9709 - 607ms/epoch - 5ms/step
Epoch 228/5000
124/124 - 1s - loss: 0.2428 - auc: 0.9573 - val_loss: 0.2170 - val_auc: 0.9693 - 661ms/epoch - 5ms/step
Epoch 229/5000
124/124 - 1s - loss: 0.2289 - auc: 0.9646 - val_loss: 0.2219 - val_auc: 0.9694 - 609ms/epoch - 5ms/step
Epoch 230/5000
124/124 - 1s - loss: 0.2421 - auc: 0.9576 - val_loss: 0.2393 - val_auc: 0.9679 - 606ms/epoch - 5ms/step
Epoch 231/5000
124/124 - 1s - loss: 0.2340 - auc: 0.9611 - val_loss: 0.2507 - val_auc: 0.9695 - 612ms/epoch - 5ms/step
Epoch 232/5000
124/124 - 1s - loss: 0.2324 - auc: 0.9621 - val_loss: 0.2263 - val_auc: 0.9659 - 669ms/epoch - 5ms/step
Epoch 233/5000
124/124 - 1s - loss: 0.2389 - auc: 0.9596 - val_loss: 0.2318 - val_auc: 0.9711 - 618ms/epoch - 5ms/step
Epoch 234/5000
124/124 - 1s - loss: 0.2344 - auc: 0.9606 - val_loss: 0.2116 - val_auc: 0.9703 - 618ms/epoch - 5ms/step
Epoch 235/5000
124/124 - 1s - loss: 0.2346 - auc: 0.9611 - val_loss: 0.2882 - val_auc: 0.9681 - 620ms/epoch - 5ms/step
Epoch 236/5000
124/124 - 1s - loss: 0.2455 - auc: 0.9565 - val_loss: 0.2196 - val_auc: 0.9690 - 606ms/epoch - 5ms/step
Epoch 237/5000
124/124 - 1s - loss: 0.2264 - auc: 0.9648 - val_loss: 0.2593 - val_auc: 0.9667 - 609ms/epoch - 5ms/step
Epoch 238/5000
124/124 - 1s - loss: 0.2341 - auc: 0.9631 - val_loss: 0.2196 - val_auc: 0.9666 - 672ms/epoch - 5ms/step
Epoch 239/5000
124/124 - 1s - loss: 0.2326 - auc: 0.9627 - val_loss: 0.2225 - val_auc: 0.9676 - 607ms/epoch - 5ms/step
Epoch 240/5000
124/124 - 1s - loss: 0.2400 - auc: 0.9587 - val_loss: 0.2576 - val_auc: 0.9650 - 610ms/epoch - 5ms/step
Epoch 241/5000
124/124 - 1s - loss: 0.2405 - auc: 0.9585 - val_loss: 0.2512 - val_auc: 0.9684 - 611ms/epoch - 5ms/step
Epoch 242/5000
124/124 - 1s - loss: 0.2350 - auc: 0.9597 - val_loss: 0.2301 - val_auc: 0.9683 - 591ms/epoch - 5ms/step
Epoch 243/5000
124/124 - 1s - loss: 0.2280 - auc: 0.9637 - val_loss: 0.2114 - val_auc: 0.9695 - 668ms/epoch - 5ms/step
Epoch 244/5000
124/124 - 1s - loss: 0.2281 - auc: 0.9628 - val_loss: 0.2122 - val_auc: 0.9715 - 613ms/epoch - 5ms/step
Epoch 245/5000
124/124 - 1s - loss: 0.2387 - auc: 0.9605 - val_loss: 0.2257 - val_auc: 0.9690 - 606ms/epoch - 5ms/step
Epoch 246/5000
124/124 - 1s - loss: 0.2283 - auc: 0.9647 - val_loss: 0.2218 - val_auc: 0.9699 - 672ms/epoch - 5ms/step
Epoch 247/5000
124/124 - 1s - loss: 0.2324 - auc: 0.9626 - val_loss: 0.2225 - val_auc: 0.9674 - 618ms/epoch - 5ms/step
Epoch 248/5000
124/124 - 1s - loss: 0.2342 - auc: 0.9610 - val_loss: 0.2202 - val_auc: 0.9693 - 668ms/epoch - 5ms/step
Epoch 249/5000
124/124 - 1s - loss: 0.2299 - auc: 0.9627 - val_loss: 0.2438 - val_auc: 0.9680 - 620ms/epoch - 5ms/step
Epoch 250/5000
124/124 - 1s - loss: 0.2396 - auc: 0.9588 - val_loss: 0.2438 - val_auc: 0.9706 - 672ms/epoch - 5ms/step
Epoch 251/5000
124/124 - 1s - loss: 0.2473 - auc: 0.9564 - val_loss: 0.2314 - val_auc: 0.9619 - 612ms/epoch - 5ms/step
Epoch 252/5000
124/124 - 1s - loss: 0.2341 - auc: 0.9603 - val_loss: 0.2253 - val_auc: 0.9658 - 619ms/epoch - 5ms/step
Epoch 253/5000
124/124 - 1s - loss: 0.2306 - auc: 0.9631 - val_loss: 0.2225 - val_auc: 0.9681 - 672ms/epoch - 5ms/step
Epoch 254/5000
124/124 - 1s - loss: 0.2303 - auc: 0.9628 - val_loss: 0.2485 - val_auc: 0.9641 - 612ms/epoch - 5ms/step
Epoch 255/5000
124/124 - 1s - loss: 0.2366 - auc: 0.9609 - val_loss: 0.2196 - val_auc: 0.9706 - 617ms/epoch - 5ms/step
Epoch 256/5000
124/124 - 1s - loss: 0.2298 - auc: 0.9638 - val_loss: 0.2471 - val_auc: 0.9636 - 661ms/epoch - 5ms/step
Epoch 257/5000
124/124 - 1s - loss: 0.2348 - auc: 0.9610 - val_loss: 0.2294 - val_auc: 0.9639 - 613ms/epoch - 5ms/step
Epoch 258/5000
124/124 - 1s - loss: 0.2352 - auc: 0.9600 - val_loss: 0.2420 - val_auc: 0.9684 - 621ms/epoch - 5ms/step
Epoch 259/5000
124/124 - 1s - loss: 0.2398 - auc: 0.9579 - val_loss: 0.2219 - val_auc: 0.9669 - 607ms/epoch - 5ms/step
Epoch 260/5000
124/124 - 1s - loss: 0.2394 - auc: 0.9596 - val_loss: 0.2116 - val_auc: 0.9704 - 599ms/epoch - 5ms/step
Epoch 261/5000
124/124 - 1s - loss: 0.2351 - auc: 0.9609 - val_loss: 0.2516 - val_auc: 0.9635 - 609ms/epoch - 5ms/step
Epoch 262/5000
124/124 - 1s - loss: 0.2316 - auc: 0.9617 - val_loss: 0.2151 - val_auc: 0.9681 - 614ms/epoch - 5ms/step
Epoch 263/5000
124/124 - 1s - loss: 0.2320 - auc: 0.9610 - val_loss: 0.2394 - val_auc: 0.9626 - 660ms/epoch - 5ms/step
Epoch 264/5000
124/124 - 1s - loss: 0.2350 - auc: 0.9600 - val_loss: 0.2212 - val_auc: 0.9660 - 604ms/epoch - 5ms/step
Epoch 265/5000
124/124 - 1s - loss: 0.2519 - auc: 0.9510 - val_loss: 0.2229 - val_auc: 0.9682 - 600ms/epoch - 5ms/step
Epoch 266/5000
124/124 - 1s - loss: 0.2338 - auc: 0.9618 - val_loss: 0.2720 - val_auc: 0.9716 - 615ms/epoch - 5ms/step
Epoch 267/5000
124/124 - 1s - loss: 0.2331 - auc: 0.9612 - val_loss: 0.2233 - val_auc: 0.9666 - 606ms/epoch - 5ms/step
Epoch 268/5000
124/124 - 1s - loss: 0.2329 - auc: 0.9628 - val_loss: 0.2424 - val_auc: 0.9659 - 667ms/epoch - 5ms/step
Epoch 269/5000
124/124 - 1s - loss: 0.2391 - auc: 0.9578 - val_loss: 0.2167 - val_auc: 0.9655 - 613ms/epoch - 5ms/step
Epoch 270/5000
124/124 - 1s - loss: 0.2377 - auc: 0.9597 - val_loss: 0.2131 - val_auc: 0.9697 - 610ms/epoch - 5ms/step
Epoch 271/5000
124/124 - 1s - loss: 0.2215 - auc: 0.9644 - val_loss: 0.2111 - val_auc: 0.9721 - 670ms/epoch - 5ms/step
Epoch 272/5000
124/124 - 1s - loss: 0.2243 - auc: 0.9639 - val_loss: 0.2105 - val_auc: 0.9702 - 611ms/epoch - 5ms/step
Epoch 273/5000
124/124 - 1s - loss: 0.2324 - auc: 0.9609 - val_loss: 0.2305 - val_auc: 0.9684 - 603ms/epoch - 5ms/step
Epoch 274/5000
124/124 - 1s - loss: 0.2380 - auc: 0.9598 - val_loss: 0.2303 - val_auc: 0.9692 - 600ms/epoch - 5ms/step
Epoch 275/5000
124/124 - 1s - loss: 0.2297 - auc: 0.9632 - val_loss: 0.2235 - val_auc: 0.9692 - 605ms/epoch - 5ms/step
Epoch 276/5000
124/124 - 1s - loss: 0.2352 - auc: 0.9612 - val_loss: 0.2628 - val_auc: 0.9614 - 609ms/epoch - 5ms/step
Epoch 277/5000
124/124 - 1s - loss: 0.2236 - auc: 0.9640 - val_loss: 0.2414 - val_auc: 0.9674 - 654ms/epoch - 5ms/step
Epoch 278/5000
124/124 - 1s - loss: 0.2392 - auc: 0.9590 - val_loss: 0.2198 - val_auc: 0.9685 - 600ms/epoch - 5ms/step
Epoch 279/5000
124/124 - 1s - loss: 0.2381 - auc: 0.9584 - val_loss: 0.2208 - val_auc: 0.9656 - 612ms/epoch - 5ms/step
Epoch 280/5000
124/124 - 1s - loss: 0.2352 - auc: 0.9601 - val_loss: 0.2172 - val_auc: 0.9705 - 606ms/epoch - 5ms/step
Epoch 281/5000
124/124 - 1s - loss: 0.2372 - auc: 0.9600 - val_loss: 0.2211 - val_auc: 0.9673 - 605ms/epoch - 5ms/step
Epoch 282/5000
124/124 - 1s - loss: 0.2209 - auc: 0.9656 - val_loss: 0.2174 - val_auc: 0.9665 - 612ms/epoch - 5ms/step
Epoch 283/5000
124/124 - 1s - loss: 0.2339 - auc: 0.9602 - val_loss: 0.2197 - val_auc: 0.9698 - 617ms/epoch - 5ms/step
Epoch 284/5000
124/124 - 1s - loss: 0.2285 - auc: 0.9635 - val_loss: 0.2213 - val_auc: 0.9652 - 607ms/epoch - 5ms/step
Epoch 285/5000
124/124 - 1s - loss: 0.2254 - auc: 0.9633 - val_loss: 0.2097 - val_auc: 0.9696 - 615ms/epoch - 5ms/step
Epoch 286/5000
124/124 - 1s - loss: 0.2227 - auc: 0.9640 - val_loss: 0.2279 - val_auc: 0.9699 - 612ms/epoch - 5ms/step
Epoch 287/5000
124/124 - 1s - loss: 0.2337 - auc: 0.9611 - val_loss: 0.2150 - val_auc: 0.9667 - 609ms/epoch - 5ms/step
Epoch 288/5000
124/124 - 1s - loss: 0.2286 - auc: 0.9638 - val_loss: 0.2091 - val_auc: 0.9700 - 602ms/epoch - 5ms/step
Epoch 289/5000
124/124 - 1s - loss: 0.2349 - auc: 0.9611 - val_loss: 0.2250 - val_auc: 0.9684 - 599ms/epoch - 5ms/step
Epoch 290/5000
124/124 - 1s - loss: 0.2372 - auc: 0.9594 - val_loss: 0.2183 - val_auc: 0.9675 - 612ms/epoch - 5ms/step
Epoch 291/5000
124/124 - 1s - loss: 0.2443 - auc: 0.9550 - val_loss: 0.2590 - val_auc: 0.9659 - 655ms/epoch - 5ms/step
Epoch 292/5000
124/124 - 1s - loss: 0.2340 - auc: 0.9598 - val_loss: 0.2232 - val_auc: 0.9633 - 608ms/epoch - 5ms/step
Epoch 293/5000
124/124 - 1s - loss: 0.2204 - auc: 0.9660 - val_loss: 0.2109 - val_auc: 0.9706 - 613ms/epoch - 5ms/step
Epoch 294/5000
124/124 - 1s - loss: 0.2230 - auc: 0.9652 - val_loss: 0.2191 - val_auc: 0.9717 - 611ms/epoch - 5ms/step
Epoch 295/5000
124/124 - 1s - loss: 0.2270 - auc: 0.9632 - val_loss: 0.2159 - val_auc: 0.9701 - 677ms/epoch - 5ms/step
Epoch 296/5000
124/124 - 1s - loss: 0.2274 - auc: 0.9628 - val_loss: 0.2386 - val_auc: 0.9676 - 615ms/epoch - 5ms/step
Epoch 297/5000
124/124 - 1s - loss: 0.2379 - auc: 0.9601 - val_loss: 0.2219 - val_auc: 0.9676 - 673ms/epoch - 5ms/step
Epoch 298/5000
124/124 - 1s - loss: 0.2278 - auc: 0.9619 - val_loss: 0.2085 - val_auc: 0.9716 - 627ms/epoch - 5ms/step
Epoch 299/5000
124/124 - 1s - loss: 0.2260 - auc: 0.9640 - val_loss: 0.2172 - val_auc: 0.9689 - 675ms/epoch - 5ms/step
Epoch 300/5000
124/124 - 1s - loss: 0.2315 - auc: 0.9618 - val_loss: 0.2217 - val_auc: 0.9667 - 682ms/epoch - 6ms/step
Epoch 301/5000
124/124 - 1s - loss: 0.2274 - auc: 0.9631 - val_loss: 0.2191 - val_auc: 0.9660 - 621ms/epoch - 5ms/step
Epoch 302/5000
124/124 - 1s - loss: 0.2256 - auc: 0.9630 - val_loss: 0.2118 - val_auc: 0.9688 - 676ms/epoch - 5ms/step
Epoch 303/5000
124/124 - 1s - loss: 0.2320 - auc: 0.9597 - val_loss: 0.2278 - val_auc: 0.9688 - 617ms/epoch - 5ms/step
Epoch 304/5000
124/124 - 1s - loss: 0.2344 - auc: 0.9603 - val_loss: 0.2230 - val_auc: 0.9686 - 675ms/epoch - 5ms/step
Epoch 305/5000
124/124 - 1s - loss: 0.2350 - auc: 0.9613 - val_loss: 0.2615 - val_auc: 0.9669 - 609ms/epoch - 5ms/step
Epoch 306/5000
124/124 - 1s - loss: 0.2362 - auc: 0.9586 - val_loss: 0.2272 - val_auc: 0.9647 - 619ms/epoch - 5ms/step
Epoch 307/5000
124/124 - 1s - loss: 0.2301 - auc: 0.9606 - val_loss: 0.2143 - val_auc: 0.9674 - 665ms/epoch - 5ms/step
Epoch 308/5000
124/124 - 1s - loss: 0.2304 - auc: 0.9626 - val_loss: 0.2069 - val_auc: 0.9713 - 600ms/epoch - 5ms/step
Epoch 309/5000
124/124 - 1s - loss: 0.2212 - auc: 0.9645 - val_loss: 0.2058 - val_auc: 0.9729 - 608ms/epoch - 5ms/step
Epoch 310/5000
124/124 - 1s - loss: 0.2247 - auc: 0.9635 - val_loss: 0.2138 - val_auc: 0.9677 - 606ms/epoch - 5ms/step
Epoch 311/5000
124/124 - 1s - loss: 0.2425 - auc: 0.9558 - val_loss: 0.2215 - val_auc: 0.9651 - 607ms/epoch - 5ms/step
Epoch 312/5000
124/124 - 1s - loss: 0.2241 - auc: 0.9663 - val_loss: 0.2136 - val_auc: 0.9700 - 608ms/epoch - 5ms/step
Epoch 313/5000
124/124 - 1s - loss: 0.2271 - auc: 0.9627 - val_loss: 0.2149 - val_auc: 0.9675 - 655ms/epoch - 5ms/step
Epoch 314/5000
124/124 - 1s - loss: 0.2220 - auc: 0.9650 - val_loss: 0.2640 - val_auc: 0.9696 - 609ms/epoch - 5ms/step
Epoch 315/5000
124/124 - 1s - loss: 0.2219 - auc: 0.9646 - val_loss: 0.2086 - val_auc: 0.9717 - 606ms/epoch - 5ms/step
Epoch 316/5000
124/124 - 1s - loss: 0.2422 - auc: 0.9569 - val_loss: 0.2917 - val_auc: 0.9639 - 609ms/epoch - 5ms/step
Epoch 317/5000
124/124 - 1s - loss: 0.2316 - auc: 0.9612 - val_loss: 0.2257 - val_auc: 0.9711 - 665ms/epoch - 5ms/step
Epoch 318/5000
124/124 - 1s - loss: 0.2196 - auc: 0.9654 - val_loss: 0.2201 - val_auc: 0.9663 - 609ms/epoch - 5ms/step
Epoch 319/5000
124/124 - 1s - loss: 0.2232 - auc: 0.9643 - val_loss: 0.2194 - val_auc: 0.9670 - 605ms/epoch - 5ms/step
Epoch 320/5000
124/124 - 1s - loss: 0.2278 - auc: 0.9631 - val_loss: 0.2480 - val_auc: 0.9703 - 606ms/epoch - 5ms/step
Epoch 321/5000
124/124 - 1s - loss: 0.2264 - auc: 0.9633 - val_loss: 0.2332 - val_auc: 0.9682 - 605ms/epoch - 5ms/step
Epoch 322/5000
124/124 - 1s - loss: 0.2343 - auc: 0.9605 - val_loss: 0.2089 - val_auc: 0.9705 - 661ms/epoch - 5ms/step
Epoch 323/5000
124/124 - 1s - loss: 0.2304 - auc: 0.9621 - val_loss: 0.2330 - val_auc: 0.9705 - 601ms/epoch - 5ms/step
Epoch 324/5000
124/124 - 1s - loss: 0.2236 - auc: 0.9630 - val_loss: 0.2116 - val_auc: 0.9703 - 608ms/epoch - 5ms/step
Epoch 325/5000
124/124 - 1s - loss: 0.2280 - auc: 0.9630 - val_loss: 0.3011 - val_auc: 0.9613 - 608ms/epoch - 5ms/step
Epoch 326/5000
124/124 - 1s - loss: 0.2327 - auc: 0.9596 - val_loss: 0.2139 - val_auc: 0.9666 - 617ms/epoch - 5ms/step
Epoch 327/5000
124/124 - 1s - loss: 0.2243 - auc: 0.9634 - val_loss: 0.2553 - val_auc: 0.9665 - 675ms/epoch - 5ms/step
Epoch 328/5000
124/124 - 1s - loss: 0.2335 - auc: 0.9586 - val_loss: 0.2198 - val_auc: 0.9674 - 620ms/epoch - 5ms/step
Epoch 329/5000
124/124 - 1s - loss: 0.2211 - auc: 0.9651 - val_loss: 0.2282 - val_auc: 0.9678 - 679ms/epoch - 5ms/step
Epoch 330/5000
124/124 - 1s - loss: 0.2209 - auc: 0.9639 - val_loss: 0.2225 - val_auc: 0.9689 - 673ms/epoch - 5ms/step
Epoch 331/5000
124/124 - 1s - loss: 0.2238 - auc: 0.9646 - val_loss: 0.2231 - val_auc: 0.9670 - 615ms/epoch - 5ms/step
Epoch 332/5000
124/124 - 1s - loss: 0.2245 - auc: 0.9642 - val_loss: 0.2155 - val_auc: 0.9720 - 621ms/epoch - 5ms/step
Epoch 333/5000
124/124 - 1s - loss: 0.2346 - auc: 0.9604 - val_loss: 0.2150 - val_auc: 0.9680 - 670ms/epoch - 5ms/step
Epoch 334/5000
124/124 - 1s - loss: 0.2295 - auc: 0.9622 - val_loss: 0.2164 - val_auc: 0.9719 - 605ms/epoch - 5ms/step
Epoch 335/5000
124/124 - 1s - loss: 0.2321 - auc: 0.9605 - val_loss: 0.2035 - val_auc: 0.9727 - 612ms/epoch - 5ms/step
Epoch 336/5000
124/124 - 1s - loss: 0.2337 - auc: 0.9601 - val_loss: 0.2266 - val_auc: 0.9687 - 663ms/epoch - 5ms/step
Epoch 337/5000
124/124 - 1s - loss: 0.2251 - auc: 0.9634 - val_loss: 0.2419 - val_auc: 0.9673 - 609ms/epoch - 5ms/step
Epoch 338/5000
124/124 - 1s - loss: 0.2252 - auc: 0.9627 - val_loss: 0.2351 - val_auc: 0.9629 - 610ms/epoch - 5ms/step
Epoch 339/5000
124/124 - 1s - loss: 0.2283 - auc: 0.9626 - val_loss: 0.2233 - val_auc: 0.9686 - 609ms/epoch - 5ms/step
Epoch 340/5000
124/124 - 1s - loss: 0.2259 - auc: 0.9636 - val_loss: 0.2072 - val_auc: 0.9719 - 689ms/epoch - 6ms/step
Epoch 341/5000
124/124 - 1s - loss: 0.2209 - auc: 0.9642 - val_loss: 0.2094 - val_auc: 0.9708 - 710ms/epoch - 6ms/step
Epoch 342/5000
124/124 - 1s - loss: 0.2282 - auc: 0.9627 - val_loss: 0.2594 - val_auc: 0.9645 - 720ms/epoch - 6ms/step
Epoch 343/5000
124/124 - 1s - loss: 0.2275 - auc: 0.9623 - val_loss: 0.2250 - val_auc: 0.9665 - 884ms/epoch - 7ms/step
Epoch 344/5000
124/124 - 1s - loss: 0.2207 - auc: 0.9650 - val_loss: 0.2155 - val_auc: 0.9694 - 698ms/epoch - 6ms/step
Epoch 345/5000
124/124 - 1s - loss: 0.2230 - auc: 0.9641 - val_loss: 0.2081 - val_auc: 0.9685 - 614ms/epoch - 5ms/step
Epoch 346/5000
124/124 - 1s - loss: 0.2247 - auc: 0.9633 - val_loss: 0.2924 - val_auc: 0.9558 - 611ms/epoch - 5ms/step
Epoch 347/5000
124/124 - 1s - loss: 0.2338 - auc: 0.9575 - val_loss: 0.2067 - val_auc: 0.9722 - 675ms/epoch - 5ms/step
Epoch 348/5000
124/124 - 1s - loss: 0.2252 - auc: 0.9629 - val_loss: 0.2672 - val_auc: 0.9702 - 616ms/epoch - 5ms/step
Epoch 349/5000
124/124 - 1s - loss: 0.2309 - auc: 0.9610 - val_loss: 0.2048 - val_auc: 0.9704 - 604ms/epoch - 5ms/step
Epoch 350/5000
124/124 - 1s - loss: 0.2259 - auc: 0.9613 - val_loss: 0.2309 - val_auc: 0.9600 - 664ms/epoch - 5ms/step
Epoch 351/5000
124/124 - 1s - loss: 0.2243 - auc: 0.9637 - val_loss: 0.2053 - val_auc: 0.9706 - 601ms/epoch - 5ms/step
Epoch 352/5000
124/124 - 1s - loss: 0.2285 - auc: 0.9618 - val_loss: 0.2180 - val_auc: 0.9653 - 620ms/epoch - 5ms/step
Epoch 353/5000
124/124 - 1s - loss: 0.2207 - auc: 0.9641 - val_loss: 0.2137 - val_auc: 0.9692 - 677ms/epoch - 5ms/step
Epoch 354/5000
124/124 - 1s - loss: 0.2337 - auc: 0.9608 - val_loss: 0.2334 - val_auc: 0.9707 - 608ms/epoch - 5ms/step
Epoch 355/5000
124/124 - 1s - loss: 0.2265 - auc: 0.9634 - val_loss: 0.2628 - val_auc: 0.9659 - 610ms/epoch - 5ms/step
Epoch 356/5000
124/124 - 1s - loss: 0.2260 - auc: 0.9635 - val_loss: 0.2082 - val_auc: 0.9698 - 669ms/epoch - 5ms/step
Epoch 357/5000
124/124 - 1s - loss: 0.2197 - auc: 0.9648 - val_loss: 0.2236 - val_auc: 0.9717 - 616ms/epoch - 5ms/step
Epoch 358/5000
124/124 - 1s - loss: 0.2226 - auc: 0.9629 - val_loss: 0.2227 - val_auc: 0.9684 - 608ms/epoch - 5ms/step
Epoch 359/5000
124/124 - 1s - loss: 0.2209 - auc: 0.9646 - val_loss: 0.2109 - val_auc: 0.9695 - 609ms/epoch - 5ms/step
Epoch 360/5000
124/124 - 1s - loss: 0.2225 - auc: 0.9644 - val_loss: 0.2572 - val_auc: 0.9664 - 608ms/epoch - 5ms/step
Epoch 361/5000
124/124 - 1s - loss: 0.2315 - auc: 0.9590 - val_loss: 0.2319 - val_auc: 0.9703 - 608ms/epoch - 5ms/step
Epoch 362/5000
124/124 - 1s - loss: 0.2232 - auc: 0.9638 - val_loss: 0.2120 - val_auc: 0.9684 - 599ms/epoch - 5ms/step
Epoch 363/5000
124/124 - 1s - loss: 0.2319 - auc: 0.9589 - val_loss: 0.2349 - val_auc: 0.9682 - 616ms/epoch - 5ms/step
Epoch 364/5000
124/124 - 1s - loss: 0.2305 - auc: 0.9607 - val_loss: 0.2505 - val_auc: 0.9688 - 665ms/epoch - 5ms/step
Epoch 365/5000
124/124 - 1s - loss: 0.2330 - auc: 0.9597 - val_loss: 0.2036 - val_auc: 0.9714 - 607ms/epoch - 5ms/step
Epoch 366/5000
124/124 - 1s - loss: 0.2257 - auc: 0.9632 - val_loss: 0.2170 - val_auc: 0.9671 - 605ms/epoch - 5ms/step
Epoch 367/5000
124/124 - 1s - loss: 0.2244 - auc: 0.9625 - val_loss: 0.2144 - val_auc: 0.9701 - 602ms/epoch - 5ms/step
Epoch 368/5000
124/124 - 1s - loss: 0.2180 - auc: 0.9657 - val_loss: 0.2666 - val_auc: 0.9730 - 612ms/epoch - 5ms/step
Epoch 369/5000
124/124 - 1s - loss: 0.2221 - auc: 0.9639 - val_loss: 0.2245 - val_auc: 0.9692 - 658ms/epoch - 5ms/step
Epoch 370/5000
124/124 - 1s - loss: 0.2208 - auc: 0.9651 - val_loss: 0.3093 - val_auc: 0.9647 - 612ms/epoch - 5ms/step
Epoch 371/5000
124/124 - 1s - loss: 0.2501 - auc: 0.9532 - val_loss: 0.2352 - val_auc: 0.9673 - 609ms/epoch - 5ms/step
Epoch 372/5000
124/124 - 1s - loss: 0.2280 - auc: 0.9613 - val_loss: 0.2068 - val_auc: 0.9699 - 613ms/epoch - 5ms/step
Epoch 373/5000
124/124 - 1s - loss: 0.2283 - auc: 0.9628 - val_loss: 0.2090 - val_auc: 0.9671 - 606ms/epoch - 5ms/step
Epoch 374/5000
124/124 - 1s - loss: 0.2250 - auc: 0.9618 - val_loss: 0.2076 - val_auc: 0.9699 - 605ms/epoch - 5ms/step
Epoch 375/5000
124/124 - 1s - loss: 0.2257 - auc: 0.9624 - val_loss: 0.2094 - val_auc: 0.9696 - 610ms/epoch - 5ms/step
Epoch 376/5000
124/124 - 1s - loss: 0.2211 - auc: 0.9651 - val_loss: 0.2184 - val_auc: 0.9714 - 617ms/epoch - 5ms/step
Epoch 377/5000
124/124 - 1s - loss: 0.2294 - auc: 0.9613 - val_loss: 0.2146 - val_auc: 0.9666 - 664ms/epoch - 5ms/step
Epoch 378/5000
124/124 - 1s - loss: 0.2349 - auc: 0.9576 - val_loss: 0.2196 - val_auc: 0.9700 - 607ms/epoch - 5ms/step
Epoch 379/5000
124/124 - 1s - loss: 0.2194 - auc: 0.9668 - val_loss: 0.3161 - val_auc: 0.9571 - 613ms/epoch - 5ms/step
Epoch 380/5000
124/124 - 1s - loss: 0.2318 - auc: 0.9600 - val_loss: 0.2720 - val_auc: 0.9673 - 663ms/epoch - 5ms/step
Epoch 381/5000
124/124 - 1s - loss: 0.2250 - auc: 0.9612 - val_loss: 0.2183 - val_auc: 0.9707 - 613ms/epoch - 5ms/step
Epoch 382/5000
124/124 - 1s - loss: 0.2335 - auc: 0.9594 - val_loss: 0.3021 - val_auc: 0.9579 - 611ms/epoch - 5ms/step
Epoch 383/5000
124/124 - 1s - loss: 0.2250 - auc: 0.9622 - val_loss: 0.2134 - val_auc: 0.9692 - 608ms/epoch - 5ms/step
Epoch 384/5000
124/124 - 1s - loss: 0.2229 - auc: 0.9630 - val_loss: 0.2067 - val_auc: 0.9709 - 665ms/epoch - 5ms/step
Epoch 385/5000
124/124 - 1s - loss: 0.2235 - auc: 0.9627 - val_loss: 0.2180 - val_auc: 0.9704 - 602ms/epoch - 5ms/step
Epoch 386/5000
124/124 - 1s - loss: 0.2298 - auc: 0.9607 - val_loss: 0.2222 - val_auc: 0.9696 - 604ms/epoch - 5ms/step
Epoch 387/5000
124/124 - 1s - loss: 0.2262 - auc: 0.9631 - val_loss: 0.2667 - val_auc: 0.9730 - 612ms/epoch - 5ms/step
Epoch 388/5000
124/124 - 1s - loss: 0.2199 - auc: 0.9645 - val_loss: 0.2496 - val_auc: 0.9685 - 675ms/epoch - 5ms/step
Epoch 389/5000
124/124 - 1s - loss: 0.2352 - auc: 0.9581 - val_loss: 0.2081 - val_auc: 0.9716 - 614ms/epoch - 5ms/step
Epoch 390/5000
124/124 - 1s - loss: 0.2167 - auc: 0.9656 - val_loss: 0.2005 - val_auc: 0.9738 - 602ms/epoch - 5ms/step
Epoch 391/5000
124/124 - 1s - loss: 0.2199 - auc: 0.9642 - val_loss: 0.2053 - val_auc: 0.9718 - 665ms/epoch - 5ms/step
Epoch 392/5000
124/124 - 1s - loss: 0.2214 - auc: 0.9643 - val_loss: 0.2055 - val_auc: 0.9713 - 634ms/epoch - 5ms/step
Epoch 393/5000
124/124 - 1s - loss: 0.2210 - auc: 0.9642 - val_loss: 0.2691 - val_auc: 0.9700 - 680ms/epoch - 5ms/step
Epoch 394/5000
124/124 - 1s - loss: 0.2269 - auc: 0.9618 - val_loss: 0.2100 - val_auc: 0.9716 - 618ms/epoch - 5ms/step
Epoch 395/5000
124/124 - 1s - loss: 0.2217 - auc: 0.9638 - val_loss: 0.2020 - val_auc: 0.9711 - 674ms/epoch - 5ms/step
Epoch 396/5000
124/124 - 1s - loss: 0.2325 - auc: 0.9610 - val_loss: 0.2783 - val_auc: 0.9689 - 624ms/epoch - 5ms/step
Epoch 397/5000
124/124 - 1s - loss: 0.2292 - auc: 0.9614 - val_loss: 0.2261 - val_auc: 0.9659 - 684ms/epoch - 6ms/step
Epoch 398/5000
124/124 - 1s - loss: 0.2216 - auc: 0.9634 - val_loss: 0.2083 - val_auc: 0.9728 - 681ms/epoch - 5ms/step
Epoch 399/5000
124/124 - 1s - loss: 0.2192 - auc: 0.9661 - val_loss: 0.2590 - val_auc: 0.9669 - 616ms/epoch - 5ms/step
Epoch 400/5000
124/124 - 1s - loss: 0.2288 - auc: 0.9626 - val_loss: 0.2062 - val_auc: 0.9720 - 678ms/epoch - 5ms/step
Epoch 401/5000
124/124 - 1s - loss: 0.2336 - auc: 0.9598 - val_loss: 0.2071 - val_auc: 0.9702 - 622ms/epoch - 5ms/step
Epoch 402/5000
124/124 - 1s - loss: 0.2360 - auc: 0.9565 - val_loss: 0.3504 - val_auc: 0.9591 - 671ms/epoch - 5ms/step
Epoch 403/5000
124/124 - 1s - loss: 0.2452 - auc: 0.9544 - val_loss: 0.2070 - val_auc: 0.9719 - 609ms/epoch - 5ms/step
Epoch 404/5000
124/124 - 1s - loss: 0.2220 - auc: 0.9636 - val_loss: 0.2417 - val_auc: 0.9677 - 608ms/epoch - 5ms/step
Epoch 405/5000
124/124 - 1s - loss: 0.2357 - auc: 0.9585 - val_loss: 0.2231 - val_auc: 0.9658 - 609ms/epoch - 5ms/step
Epoch 406/5000
124/124 - 1s - loss: 0.2202 - auc: 0.9663 - val_loss: 0.2289 - val_auc: 0.9674 - 661ms/epoch - 5ms/step
Epoch 407/5000
124/124 - 1s - loss: 0.2199 - auc: 0.9646 - val_loss: 0.2095 - val_auc: 0.9696 - 602ms/epoch - 5ms/step
Epoch 408/5000
124/124 - 1s - loss: 0.2194 - auc: 0.9660 - val_loss: 0.2186 - val_auc: 0.9709 - 608ms/epoch - 5ms/step
Epoch 409/5000
124/124 - 1s - loss: 0.2230 - auc: 0.9634 - val_loss: 0.2094 - val_auc: 0.9669 - 609ms/epoch - 5ms/step
Epoch 410/5000
124/124 - 1s - loss: 0.2210 - auc: 0.9651 - val_loss: 0.2054 - val_auc: 0.9701 - 674ms/epoch - 5ms/step
Epoch 411/5000
124/124 - 1s - loss: 0.2342 - auc: 0.9602 - val_loss: 0.2063 - val_auc: 0.9718 - 612ms/epoch - 5ms/step
Epoch 412/5000
124/124 - 1s - loss: 0.2210 - auc: 0.9661 - val_loss: 0.2425 - val_auc: 0.9683 - 608ms/epoch - 5ms/step
Epoch 413/5000
124/124 - 1s - loss: 0.2248 - auc: 0.9625 - val_loss: 0.2082 - val_auc: 0.9714 - 608ms/epoch - 5ms/step
Epoch 414/5000
124/124 - 1s - loss: 0.2270 - auc: 0.9625 - val_loss: 0.2118 - val_auc: 0.9666 - 662ms/epoch - 5ms/step
Epoch 415/5000
124/124 - 1s - loss: 0.2242 - auc: 0.9623 - val_loss: 0.2588 - val_auc: 0.9685 - 613ms/epoch - 5ms/step
Epoch 416/5000
124/124 - 1s - loss: 0.2204 - auc: 0.9644 - val_loss: 0.2028 - val_auc: 0.9729 - 611ms/epoch - 5ms/step
Epoch 417/5000
124/124 - 1s - loss: 0.2258 - auc: 0.9616 - val_loss: 0.2112 - val_auc: 0.9689 - 662ms/epoch - 5ms/step
Epoch 418/5000
124/124 - 1s - loss: 0.2189 - auc: 0.9659 - val_loss: 0.2119 - val_auc: 0.9699 - 609ms/epoch - 5ms/step
Epoch 419/5000
124/124 - 1s - loss: 0.2220 - auc: 0.9637 - val_loss: 0.2061 - val_auc: 0.9692 - 607ms/epoch - 5ms/step
Epoch 420/5000
124/124 - 1s - loss: 0.2234 - auc: 0.9630 - val_loss: 0.2209 - val_auc: 0.9683 - 604ms/epoch - 5ms/step
Epoch 421/5000
124/124 - 1s - loss: 0.2222 - auc: 0.9651 - val_loss: 0.2282 - val_auc: 0.9729 - 613ms/epoch - 5ms/step
Epoch 422/5000
124/124 - 1s - loss: 0.2226 - auc: 0.9629 - val_loss: 0.2199 - val_auc: 0.9682 - 669ms/epoch - 5ms/step
Epoch 423/5000
124/124 - 1s - loss: 0.2262 - auc: 0.9626 - val_loss: 0.2409 - val_auc: 0.9682 - 614ms/epoch - 5ms/step
Epoch 424/5000
124/124 - 1s - loss: 0.2229 - auc: 0.9632 - val_loss: 0.2201 - val_auc: 0.9664 - 676ms/epoch - 5ms/step
Epoch 425/5000
124/124 - 1s - loss: 0.2288 - auc: 0.9616 - val_loss: 0.2615 - val_auc: 0.9677 - 621ms/epoch - 5ms/step
Epoch 426/5000
124/124 - 1s - loss: 0.2335 - auc: 0.9595 - val_loss: 0.2055 - val_auc: 0.9727 - 609ms/epoch - 5ms/step
Epoch 427/5000
124/124 - 1s - loss: 0.2223 - auc: 0.9634 - val_loss: 0.2309 - val_auc: 0.9633 - 662ms/epoch - 5ms/step
Epoch 428/5000
124/124 - 1s - loss: 0.2239 - auc: 0.9633 - val_loss: 0.2075 - val_auc: 0.9714 - 611ms/epoch - 5ms/step
Epoch 429/5000
124/124 - 1s - loss: 0.2369 - auc: 0.9578 - val_loss: 0.2031 - val_auc: 0.9717 - 605ms/epoch - 5ms/step
Epoch 430/5000
124/124 - 1s - loss: 0.2199 - auc: 0.9650 - val_loss: 0.2119 - val_auc: 0.9689 - 607ms/epoch - 5ms/step
Epoch 431/5000
124/124 - 1s - loss: 0.2257 - auc: 0.9634 - val_loss: 0.2181 - val_auc: 0.9709 - 662ms/epoch - 5ms/step
Epoch 432/5000
124/124 - 1s - loss: 0.2163 - auc: 0.9665 - val_loss: 0.2361 - val_auc: 0.9702 - 605ms/epoch - 5ms/step
Epoch 433/5000
124/124 - 1s - loss: 0.2212 - auc: 0.9635 - val_loss: 0.2086 - val_auc: 0.9694 - 606ms/epoch - 5ms/step
Epoch 434/5000
124/124 - 1s - loss: 0.2220 - auc: 0.9637 - val_loss: 0.2111 - val_auc: 0.9690 - 605ms/epoch - 5ms/step
Epoch 435/5000
124/124 - 1s - loss: 0.2277 - auc: 0.9609 - val_loss: 0.2084 - val_auc: 0.9707 - 671ms/epoch - 5ms/step
Epoch 436/5000
124/124 - 1s - loss: 0.2242 - auc: 0.9633 - val_loss: 0.2117 - val_auc: 0.9709 - 618ms/epoch - 5ms/step
Epoch 437/5000
124/124 - 1s - loss: 0.2126 - auc: 0.9671 - val_loss: 0.2168 - val_auc: 0.9691 - 611ms/epoch - 5ms/step
Epoch 438/5000
124/124 - 1s - loss: 0.2183 - auc: 0.9657 - val_loss: 0.2182 - val_auc: 0.9706 - 668ms/epoch - 5ms/step
Epoch 439/5000
124/124 - 1s - loss: 0.2261 - auc: 0.9623 - val_loss: 0.2121 - val_auc: 0.9695 - 609ms/epoch - 5ms/step
Epoch 440/5000
124/124 - 1s - loss: 0.2192 - auc: 0.9648 - val_loss: 0.2128 - val_auc: 0.9696 - 605ms/epoch - 5ms/step
Epoch 441/5000
124/124 - 1s - loss: 0.2291 - auc: 0.9611 - val_loss: 0.2090 - val_auc: 0.9708 - 610ms/epoch - 5ms/step
Epoch 442/5000
124/124 - 1s - loss: 0.2227 - auc: 0.9626 - val_loss: 0.2084 - val_auc: 0.9690 - 677ms/epoch - 5ms/step
Epoch 443/5000
124/124 - 1s - loss: 0.2212 - auc: 0.9641 - val_loss: 0.2077 - val_auc: 0.9710 - 608ms/epoch - 5ms/step
Epoch 444/5000
124/124 - 1s - loss: 0.2180 - auc: 0.9659 - val_loss: 0.2148 - val_auc: 0.9690 - 608ms/epoch - 5ms/step
Epoch 445/5000
124/124 - 1s - loss: 0.2271 - auc: 0.9622 - val_loss: 0.1995 - val_auc: 0.9717 - 666ms/epoch - 5ms/step
Epoch 446/5000
124/124 - 1s - loss: 0.2301 - auc: 0.9602 - val_loss: 0.2546 - val_auc: 0.9665 - 619ms/epoch - 5ms/step
Epoch 447/5000
124/124 - 1s - loss: 0.2186 - auc: 0.9656 - val_loss: 0.2395 - val_auc: 0.9649 - 673ms/epoch - 5ms/step
Epoch 448/5000
124/124 - 1s - loss: 0.2286 - auc: 0.9611 - val_loss: 0.2152 - val_auc: 0.9729 - 631ms/epoch - 5ms/step
Epoch 449/5000
124/124 - 1s - loss: 0.2180 - auc: 0.9651 - val_loss: 0.2001 - val_auc: 0.9735 - 679ms/epoch - 5ms/step
Epoch 450/5000
124/124 - 1s - loss: 0.2217 - auc: 0.9636 - val_loss: 0.2143 - val_auc: 0.9708 - 630ms/epoch - 5ms/step
Epoch 451/5000
124/124 - 1s - loss: 0.2178 - auc: 0.9652 - val_loss: 0.2365 - val_auc: 0.9707 - 669ms/epoch - 5ms/step
Epoch 452/5000
124/124 - 1s - loss: 0.2228 - auc: 0.9648 - val_loss: 0.2045 - val_auc: 0.9702 - 681ms/epoch - 5ms/step
Epoch 453/5000
124/124 - 1s - loss: 0.2306 - auc: 0.9609 - val_loss: 0.2269 - val_auc: 0.9714 - 614ms/epoch - 5ms/step
Epoch 454/5000
124/124 - 1s - loss: 0.2201 - auc: 0.9646 - val_loss: 0.2062 - val_auc: 0.9698 - 615ms/epoch - 5ms/step
Epoch 455/5000
124/124 - 1s - loss: 0.2184 - auc: 0.9649 - val_loss: 0.2082 - val_auc: 0.9703 - 663ms/epoch - 5ms/step
Epoch 456/5000
124/124 - 1s - loss: 0.2252 - auc: 0.9627 - val_loss: 0.2129 - val_auc: 0.9670 - 616ms/epoch - 5ms/step
Epoch 457/5000
124/124 - 1s - loss: 0.2219 - auc: 0.9648 - val_loss: 0.2101 - val_auc: 0.9696 - 609ms/epoch - 5ms/step
Epoch 458/5000
124/124 - 1s - loss: 0.2231 - auc: 0.9631 - val_loss: 0.2178 - val_auc: 0.9685 - 666ms/epoch - 5ms/step
Epoch 459/5000
124/124 - 1s - loss: 0.2210 - auc: 0.9637 - val_loss: 0.2016 - val_auc: 0.9704 - 614ms/epoch - 5ms/step
Epoch 460/5000
124/124 - 1s - loss: 0.2228 - auc: 0.9627 - val_loss: 0.2110 - val_auc: 0.9703 - 614ms/epoch - 5ms/step
Epoch 461/5000
124/124 - 1s - loss: 0.2284 - auc: 0.9614 - val_loss: 0.2024 - val_auc: 0.9713 - 607ms/epoch - 5ms/step
Epoch 462/5000
124/124 - 1s - loss: 0.2142 - auc: 0.9670 - val_loss: 0.2174 - val_auc: 0.9661 - 654ms/epoch - 5ms/step
Epoch 463/5000
124/124 - 1s - loss: 0.2296 - auc: 0.9610 - val_loss: 0.2734 - val_auc: 0.9706 - 604ms/epoch - 5ms/step
Epoch 464/5000
124/124 - 1s - loss: 0.2289 - auc: 0.9609 - val_loss: 0.2724 - val_auc: 0.9728 - 607ms/epoch - 5ms/step
Epoch 465/5000
124/124 - 1s - loss: 0.2258 - auc: 0.9623 - val_loss: 0.2040 - val_auc: 0.9716 - 614ms/epoch - 5ms/step
Epoch 466/5000
124/124 - 1s - loss: 0.2199 - auc: 0.9667 - val_loss: 0.2053 - val_auc: 0.9707 - 604ms/epoch - 5ms/step
Epoch 467/5000
124/124 - 1s - loss: 0.2315 - auc: 0.9604 - val_loss: 0.2370 - val_auc: 0.9710 - 659ms/epoch - 5ms/step
Epoch 468/5000
124/124 - 1s - loss: 0.2177 - auc: 0.9654 - val_loss: 0.2596 - val_auc: 0.9570 - 612ms/epoch - 5ms/step
Epoch 469/5000
124/124 - 1s - loss: 0.2187 - auc: 0.9665 - val_loss: 0.2339 - val_auc: 0.9675 - 604ms/epoch - 5ms/step
Epoch 470/5000
124/124 - 1s - loss: 0.2153 - auc: 0.9659 - val_loss: 0.2213 - val_auc: 0.9716 - 613ms/epoch - 5ms/step
Epoch 471/5000
124/124 - 1s - loss: 0.2226 - auc: 0.9643 - val_loss: 0.2298 - val_auc: 0.9687 - 666ms/epoch - 5ms/step
Epoch 472/5000
124/124 - 1s - loss: 0.2230 - auc: 0.9650 - val_loss: 0.2217 - val_auc: 0.9655 - 618ms/epoch - 5ms/step
Epoch 473/5000
124/124 - 1s - loss: 0.2194 - auc: 0.9644 - val_loss: 0.2050 - val_auc: 0.9710 - 606ms/epoch - 5ms/step
Epoch 474/5000
124/124 - 1s - loss: 0.2194 - auc: 0.9644 - val_loss: 0.2237 - val_auc: 0.9674 - 607ms/epoch - 5ms/step
Epoch 475/5000
124/124 - 1s - loss: 0.2247 - auc: 0.9632 - val_loss: 0.2089 - val_auc: 0.9677 - 675ms/epoch - 5ms/step
Epoch 476/5000
124/124 - 1s - loss: 0.2332 - auc: 0.9602 - val_loss: 0.2347 - val_auc: 0.9675 - 615ms/epoch - 5ms/step
Epoch 477/5000
124/124 - 1s - loss: 0.2172 - auc: 0.9653 - val_loss: 0.2546 - val_auc: 0.9704 - 664ms/epoch - 5ms/step
Epoch 478/5000
124/124 - 1s - loss: 0.2206 - auc: 0.9643 - val_loss: 0.2036 - val_auc: 0.9708 - 606ms/epoch - 5ms/step
Epoch 479/5000
124/124 - 1s - loss: 0.2246 - auc: 0.9627 - val_loss: 0.2095 - val_auc: 0.9698 - 605ms/epoch - 5ms/step
Epoch 480/5000
124/124 - 1s - loss: 0.2190 - auc: 0.9657 - val_loss: 0.2088 - val_auc: 0.9686 - 611ms/epoch - 5ms/step
Epoch 481/5000
124/124 - 1s - loss: 0.2238 - auc: 0.9629 - val_loss: 0.2003 - val_auc: 0.9727 - 607ms/epoch - 5ms/step
Epoch 482/5000
124/124 - 1s - loss: 0.2211 - auc: 0.9662 - val_loss: 0.2049 - val_auc: 0.9705 - 660ms/epoch - 5ms/step
Epoch 483/5000
124/124 - 1s - loss: 0.2306 - auc: 0.9612 - val_loss: 0.2831 - val_auc: 0.9691 - 618ms/epoch - 5ms/step
Epoch 484/5000
124/124 - 1s - loss: 0.2188 - auc: 0.9657 - val_loss: 0.2062 - val_auc: 0.9719 - 677ms/epoch - 5ms/step
Epoch 485/5000
124/124 - 1s - loss: 0.2146 - auc: 0.9668 - val_loss: 0.2077 - val_auc: 0.9708 - 616ms/epoch - 5ms/step
Epoch 486/5000
124/124 - 1s - loss: 0.2306 - auc: 0.9599 - val_loss: 0.2276 - val_auc: 0.9647 - 622ms/epoch - 5ms/step
Epoch 487/5000
124/124 - 1s - loss: 0.2214 - auc: 0.9648 - val_loss: 0.2066 - val_auc: 0.9715 - 628ms/epoch - 5ms/step
Epoch 488/5000
124/124 - 1s - loss: 0.2210 - auc: 0.9633 - val_loss: 0.2160 - val_auc: 0.9724 - 679ms/epoch - 5ms/step
Epoch 489/5000
124/124 - 1s - loss: 0.2198 - auc: 0.9651 - val_loss: 0.2543 - val_auc: 0.9687 - 635ms/epoch - 5ms/step
Epoch 490/5000
124/124 - 1s - loss: 0.2343 - auc: 0.9602 - val_loss: 0.2290 - val_auc: 0.9720 - 669ms/epoch - 5ms/step
Epoch 491/5000
124/124 - 1s - loss: 0.2317 - auc: 0.9617 - val_loss: 0.2137 - val_auc: 0.9674 - 621ms/epoch - 5ms/step
Epoch 492/5000
124/124 - 1s - loss: 0.2272 - auc: 0.9621 - val_loss: 0.2256 - val_auc: 0.9699 - 681ms/epoch - 5ms/step
Epoch 493/5000
124/124 - 1s - loss: 0.2228 - auc: 0.9641 - val_loss: 0.2266 - val_auc: 0.9706 - 616ms/epoch - 5ms/step
Epoch 494/5000
124/124 - 1s - loss: 0.2270 - auc: 0.9613 - val_loss: 0.2009 - val_auc: 0.9715 - 668ms/epoch - 5ms/step
Epoch 495/5000
124/124 - 1s - loss: 0.2230 - auc: 0.9626 - val_loss: 0.2024 - val_auc: 0.9701 - 618ms/epoch - 5ms/step
Epoch 496/5000
124/124 - 1s - loss: 0.2168 - auc: 0.9659 - val_loss: 0.2214 - val_auc: 0.9664 - 674ms/epoch - 5ms/step
Epoch 497/5000
124/124 - 1s - loss: 0.2339 - auc: 0.9604 - val_loss: 0.2035 - val_auc: 0.9722 - 614ms/epoch - 5ms/step
Epoch 498/5000
124/124 - 1s - loss: 0.2204 - auc: 0.9653 - val_loss: 0.2052 - val_auc: 0.9695 - 613ms/epoch - 5ms/step
Epoch 499/5000
124/124 - 1s - loss: 0.2167 - auc: 0.9650 - val_loss: 0.2015 - val_auc: 0.9719 - 667ms/epoch - 5ms/step
Epoch 500/5000
124/124 - 1s - loss: 0.2290 - auc: 0.9594 - val_loss: 0.2101 - val_auc: 0.9691 - 605ms/epoch - 5ms/step
Epoch 501/5000
124/124 - 1s - loss: 0.2196 - auc: 0.9646 - val_loss: 0.2099 - val_auc: 0.9723 - 604ms/epoch - 5ms/step
Epoch 502/5000
124/124 - 1s - loss: 0.2148 - auc: 0.9664 - val_loss: 0.2095 - val_auc: 0.9700 - 608ms/epoch - 5ms/step
Epoch 503/5000
124/124 - 1s - loss: 0.2203 - auc: 0.9642 - val_loss: 0.2017 - val_auc: 0.9725 - 663ms/epoch - 5ms/step
Epoch 504/5000
124/124 - 1s - loss: 0.2260 - auc: 0.9615 - val_loss: 0.2046 - val_auc: 0.9708 - 611ms/epoch - 5ms/step
Epoch 505/5000
124/124 - 1s - loss: 0.2152 - auc: 0.9655 - val_loss: 0.2008 - val_auc: 0.9726 - 612ms/epoch - 5ms/step
Epoch 506/5000
124/124 - 1s - loss: 0.2284 - auc: 0.9607 - val_loss: 0.2276 - val_auc: 0.9695 - 667ms/epoch - 5ms/step
Epoch 507/5000
124/124 - 1s - loss: 0.2197 - auc: 0.9643 - val_loss: 0.2159 - val_auc: 0.9658 - 610ms/epoch - 5ms/step
Epoch 508/5000
124/124 - 1s - loss: 0.2341 - auc: 0.9593 - val_loss: 0.2243 - val_auc: 0.9683 - 616ms/epoch - 5ms/step
Epoch 509/5000
124/124 - 1s - loss: 0.2231 - auc: 0.9631 - val_loss: 0.2281 - val_auc: 0.9711 - 605ms/epoch - 5ms/step
Epoch 510/5000
124/124 - 1s - loss: 0.2203 - auc: 0.9641 - val_loss: 0.2100 - val_auc: 0.9681 - 601ms/epoch - 5ms/step
Epoch 511/5000
124/124 - 1s - loss: 0.2207 - auc: 0.9633 - val_loss: 0.2022 - val_auc: 0.9710 - 605ms/epoch - 5ms/step
Epoch 512/5000
124/124 - 1s - loss: 0.2229 - auc: 0.9624 - val_loss: 0.2022 - val_auc: 0.9714 - 656ms/epoch - 5ms/step
Epoch 513/5000
124/124 - 1s - loss: 0.2209 - auc: 0.9650 - val_loss: 0.2184 - val_auc: 0.9677 - 606ms/epoch - 5ms/step
Epoch 514/5000
124/124 - 1s - loss: 0.2278 - auc: 0.9616 - val_loss: 0.2032 - val_auc: 0.9717 - 606ms/epoch - 5ms/step
Epoch 515/5000
124/124 - 1s - loss: 0.2279 - auc: 0.9609 - val_loss: 0.2264 - val_auc: 0.9694 - 612ms/epoch - 5ms/step
Epoch 516/5000
124/124 - 1s - loss: 0.2176 - auc: 0.9653 - val_loss: 0.2384 - val_auc: 0.9685 - 678ms/epoch - 5ms/step
Epoch 517/5000
124/124 - 1s - loss: 0.2196 - auc: 0.9649 - val_loss: 0.2001 - val_auc: 0.9730 - 619ms/epoch - 5ms/step
Epoch 518/5000
124/124 - 1s - loss: 0.2167 - auc: 0.9657 - val_loss: 0.2130 - val_auc: 0.9703 - 676ms/epoch - 5ms/step
Epoch 519/5000
124/124 - 1s - loss: 0.2280 - auc: 0.9600 - val_loss: 0.2094 - val_auc: 0.9708 - 619ms/epoch - 5ms/step
Epoch 520/5000
124/124 - 1s - loss: 0.2177 - auc: 0.9651 - val_loss: 0.2222 - val_auc: 0.9700 - 682ms/epoch - 6ms/step
Epoch 521/5000
124/124 - 1s - loss: 0.2172 - auc: 0.9645 - val_loss: 0.2600 - val_auc: 0.9731 - 684ms/epoch - 6ms/step
Epoch 522/5000
124/124 - 1s - loss: 0.2264 - auc: 0.9633 - val_loss: 0.2068 - val_auc: 0.9686 - 620ms/epoch - 5ms/step
Epoch 523/5000
124/124 - 1s - loss: 0.2260 - auc: 0.9621 - val_loss: 0.2006 - val_auc: 0.9716 - 667ms/epoch - 5ms/step
Epoch 524/5000
124/124 - 1s - loss: 0.2262 - auc: 0.9616 - val_loss: 0.2072 - val_auc: 0.9726 - 614ms/epoch - 5ms/step
Epoch 525/5000
124/124 - 1s - loss: 0.2279 - auc: 0.9617 - val_loss: 0.2060 - val_auc: 0.9695 - 610ms/epoch - 5ms/step
Epoch 526/5000
124/124 - 1s - loss: 0.2226 - auc: 0.9644 - val_loss: 0.2274 - val_auc: 0.9661 - 609ms/epoch - 5ms/step
Epoch 527/5000
124/124 - 1s - loss: 0.2205 - auc: 0.9637 - val_loss: 0.2185 - val_auc: 0.9669 - 659ms/epoch - 5ms/step
Epoch 528/5000
124/124 - 1s - loss: 0.2197 - auc: 0.9647 - val_loss: 0.2134 - val_auc: 0.9679 - 607ms/epoch - 5ms/step
Epoch 529/5000
124/124 - 1s - loss: 0.2193 - auc: 0.9650 - val_loss: 0.2114 - val_auc: 0.9704 - 610ms/epoch - 5ms/step
Epoch 530/5000
124/124 - 1s - loss: 0.2196 - auc: 0.9635 - val_loss: 0.2105 - val_auc: 0.9679 - 615ms/epoch - 5ms/step
Epoch 531/5000
124/124 - 1s - loss: 0.2194 - auc: 0.9648 - val_loss: 0.2102 - val_auc: 0.9675 - 763ms/epoch - 6ms/step
Epoch 532/5000
124/124 - 1s - loss: 0.2119 - auc: 0.9674 - val_loss: 0.2348 - val_auc: 0.9640 - 813ms/epoch - 7ms/step
Epoch 533/5000
124/124 - 1s - loss: 0.2318 - auc: 0.9590 - val_loss: 0.2204 - val_auc: 0.9674 - 802ms/epoch - 6ms/step
Epoch 534/5000
124/124 - 1s - loss: 0.2182 - auc: 0.9652 - val_loss: 0.2070 - val_auc: 0.9687 - 607ms/epoch - 5ms/step
Epoch 535/5000
124/124 - 1s - loss: 0.2208 - auc: 0.9632 - val_loss: 0.2088 - val_auc: 0.9702 - 607ms/epoch - 5ms/step
Epoch 536/5000
124/124 - 1s - loss: 0.2267 - auc: 0.9609 - val_loss: 0.2565 - val_auc: 0.9708 - 623ms/epoch - 5ms/step
Epoch 537/5000
124/124 - 1s - loss: 0.2302 - auc: 0.9609 - val_loss: 0.2825 - val_auc: 0.9712 - 601ms/epoch - 5ms/step
Epoch 538/5000
124/124 - 1s - loss: 0.2279 - auc: 0.9625 - val_loss: 0.2383 - val_auc: 0.9705 - 606ms/epoch - 5ms/step
Epoch 539/5000
124/124 - 1s - loss: 0.2215 - auc: 0.9638 - val_loss: 0.2325 - val_auc: 0.9698 - 665ms/epoch - 5ms/step
Epoch 540/5000
124/124 - 1s - loss: 0.2218 - auc: 0.9642 - val_loss: 0.2184 - val_auc: 0.9681 - 616ms/epoch - 5ms/step
Epoch 541/5000
124/124 - 1s - loss: 0.2273 - auc: 0.9627 - val_loss: 0.1963 - val_auc: 0.9743 - 609ms/epoch - 5ms/step
Epoch 542/5000
124/124 - 1s - loss: 0.2228 - auc: 0.9630 - val_loss: 0.2062 - val_auc: 0.9714 - 667ms/epoch - 5ms/step
Epoch 543/5000
124/124 - 1s - loss: 0.2313 - auc: 0.9611 - val_loss: 0.2099 - val_auc: 0.9702 - 605ms/epoch - 5ms/step
Epoch 544/5000
124/124 - 1s - loss: 0.2190 - auc: 0.9654 - val_loss: 0.2029 - val_auc: 0.9739 - 607ms/epoch - 5ms/step
Epoch 545/5000
124/124 - 1s - loss: 0.2180 - auc: 0.9645 - val_loss: 0.2147 - val_auc: 0.9703 - 617ms/epoch - 5ms/step
Epoch 546/5000
124/124 - 1s - loss: 0.2197 - auc: 0.9633 - val_loss: 0.2283 - val_auc: 0.9708 - 664ms/epoch - 5ms/step
Epoch 547/5000
124/124 - 1s - loss: 0.2171 - auc: 0.9663 - val_loss: 0.2115 - val_auc: 0.9698 - 608ms/epoch - 5ms/step
Epoch 548/5000
124/124 - 1s - loss: 0.2208 - auc: 0.9636 - val_loss: 0.2024 - val_auc: 0.9701 - 603ms/epoch - 5ms/step
Epoch 549/5000
124/124 - 1s - loss: 0.2181 - auc: 0.9642 - val_loss: 0.2287 - val_auc: 0.9694 - 613ms/epoch - 5ms/step
Epoch 550/5000
124/124 - 1s - loss: 0.2179 - auc: 0.9654 - val_loss: 0.1974 - val_auc: 0.9734 - 662ms/epoch - 5ms/step
Epoch 551/5000
124/124 - 1s - loss: 0.2153 - auc: 0.9665 - val_loss: 0.2036 - val_auc: 0.9719 - 615ms/epoch - 5ms/step
Epoch 552/5000
124/124 - 1s - loss: 0.2215 - auc: 0.9638 - val_loss: 0.2007 - val_auc: 0.9732 - 626ms/epoch - 5ms/step
Epoch 553/5000
124/124 - 1s - loss: 0.2231 - auc: 0.9624 - val_loss: 0.2014 - val_auc: 0.9706 - 663ms/epoch - 5ms/step
Epoch 554/5000
124/124 - 1s - loss: 0.2286 - auc: 0.9601 - val_loss: 0.1979 - val_auc: 0.9731 - 609ms/epoch - 5ms/step
Epoch 555/5000
124/124 - 1s - loss: 0.2169 - auc: 0.9660 - val_loss: 0.2057 - val_auc: 0.9695 - 604ms/epoch - 5ms/step
Epoch 556/5000
124/124 - 1s - loss: 0.2205 - auc: 0.9652 - val_loss: 0.2092 - val_auc: 0.9719 - 607ms/epoch - 5ms/step
Epoch 557/5000
124/124 - 1s - loss: 0.2131 - auc: 0.9661 - val_loss: 0.2015 - val_auc: 0.9710 - 667ms/epoch - 5ms/step
Epoch 558/5000
124/124 - 1s - loss: 0.2150 - auc: 0.9654 - val_loss: 0.2626 - val_auc: 0.9720 - 613ms/epoch - 5ms/step
Epoch 559/5000
124/124 - 1s - loss: 0.2329 - auc: 0.9602 - val_loss: 0.2205 - val_auc: 0.9717 - 606ms/epoch - 5ms/step
Epoch 560/5000
124/124 - 1s - loss: 0.2346 - auc: 0.9569 - val_loss: 0.2102 - val_auc: 0.9717 - 665ms/epoch - 5ms/step
Epoch 561/5000
124/124 - 1s - loss: 0.2274 - auc: 0.9601 - val_loss: 0.2042 - val_auc: 0.9709 - 605ms/epoch - 5ms/step
Epoch 562/5000
124/124 - 1s - loss: 0.2227 - auc: 0.9629 - val_loss: 0.2153 - val_auc: 0.9662 - 606ms/epoch - 5ms/step
Epoch 563/5000
124/124 - 1s - loss: 0.2222 - auc: 0.9632 - val_loss: 0.2015 - val_auc: 0.9719 - 623ms/epoch - 5ms/step
Epoch 564/5000
124/124 - 1s - loss: 0.2190 - auc: 0.9650 - val_loss: 0.2111 - val_auc: 0.9689 - 593ms/epoch - 5ms/step
Epoch 565/5000
124/124 - 1s - loss: 0.2167 - auc: 0.9651 - val_loss: 0.2014 - val_auc: 0.9710 - 668ms/epoch - 5ms/step
Epoch 566/5000
124/124 - 1s - loss: 0.2208 - auc: 0.9623 - val_loss: 0.1988 - val_auc: 0.9720 - 615ms/epoch - 5ms/step
Epoch 567/5000
124/124 - 1s - loss: 0.2207 - auc: 0.9635 - val_loss: 0.2216 - val_auc: 0.9678 - 612ms/epoch - 5ms/step
Epoch 568/5000
124/124 - 1s - loss: 0.2208 - auc: 0.9632 - val_loss: 0.2060 - val_auc: 0.9711 - 672ms/epoch - 5ms/step
Epoch 569/5000
124/124 - 1s - loss: 0.2174 - auc: 0.9662 - val_loss: 0.2734 - val_auc: 0.9680 - 618ms/epoch - 5ms/step
Epoch 570/5000
124/124 - 1s - loss: 0.2438 - auc: 0.9546 - val_loss: 0.2145 - val_auc: 0.9687 - 672ms/epoch - 5ms/step
Epoch 571/5000
124/124 - 1s - loss: 0.2178 - auc: 0.9657 - val_loss: 0.2386 - val_auc: 0.9675 - 616ms/epoch - 5ms/step
Epoch 572/5000
124/124 - 1s - loss: 0.2246 - auc: 0.9632 - val_loss: 0.2091 - val_auc: 0.9696 - 675ms/epoch - 5ms/step
Epoch 573/5000
124/124 - 1s - loss: 0.2203 - auc: 0.9640 - val_loss: 0.2096 - val_auc: 0.9682 - 622ms/epoch - 5ms/step
Epoch 574/5000
124/124 - 1s - loss: 0.2357 - auc: 0.9595 - val_loss: 0.1993 - val_auc: 0.9733 - 684ms/epoch - 6ms/step
Epoch 575/5000
124/124 - 1s - loss: 0.2134 - auc: 0.9673 - val_loss: 0.2192 - val_auc: 0.9706 - 625ms/epoch - 5ms/step
Epoch 576/5000
124/124 - 1s - loss: 0.2181 - auc: 0.9649 - val_loss: 0.2005 - val_auc: 0.9718 - 676ms/epoch - 5ms/step
Epoch 577/5000
124/124 - 1s - loss: 0.2130 - auc: 0.9663 - val_loss: 0.2018 - val_auc: 0.9700 - 683ms/epoch - 6ms/step
Epoch 578/5000
124/124 - 1s - loss: 0.2266 - auc: 0.9616 - val_loss: 0.2218 - val_auc: 0.9692 - 615ms/epoch - 5ms/step
Epoch 579/5000
124/124 - 1s - loss: 0.2107 - auc: 0.9678 - val_loss: 0.2187 - val_auc: 0.9706 - 614ms/epoch - 5ms/step
Epoch 580/5000
124/124 - 1s - loss: 0.2155 - auc: 0.9654 - val_loss: 0.2118 - val_auc: 0.9703 - 678ms/epoch - 5ms/step
Epoch 581/5000
124/124 - 1s - loss: 0.2153 - auc: 0.9654 - val_loss: 0.2094 - val_auc: 0.9706 - 693ms/epoch - 6ms/step
Epoch 582/5000
124/124 - 1s - loss: 0.2173 - auc: 0.9643 - val_loss: 0.2110 - val_auc: 0.9671 - 621ms/epoch - 5ms/step
Epoch 583/5000
124/124 - 1s - loss: 0.2263 - auc: 0.9604 - val_loss: 0.1997 - val_auc: 0.9711 - 681ms/epoch - 5ms/step
Epoch 584/5000
124/124 - 1s - loss: 0.2209 - auc: 0.9638 - val_loss: 0.2347 - val_auc: 0.9699 - 671ms/epoch - 5ms/step
Epoch 585/5000
124/124 - 1s - loss: 0.2147 - auc: 0.9667 - val_loss: 0.1941 - val_auc: 0.9735 - 618ms/epoch - 5ms/step
Epoch 586/5000
124/124 - 1s - loss: 0.2158 - auc: 0.9660 - val_loss: 0.2442 - val_auc: 0.9745 - 677ms/epoch - 5ms/step
Epoch 587/5000
124/124 - 1s - loss: 0.2287 - auc: 0.9600 - val_loss: 0.2048 - val_auc: 0.9727 - 624ms/epoch - 5ms/step
Epoch 588/5000
124/124 - 1s - loss: 0.2256 - auc: 0.9613 - val_loss: 0.2016 - val_auc: 0.9712 - 615ms/epoch - 5ms/step
Epoch 589/5000
124/124 - 1s - loss: 0.2258 - auc: 0.9628 - val_loss: 0.2084 - val_auc: 0.9690 - 673ms/epoch - 5ms/step
Epoch 590/5000
124/124 - 1s - loss: 0.2223 - auc: 0.9629 - val_loss: 0.2251 - val_auc: 0.9716 - 615ms/epoch - 5ms/step
Epoch 591/5000
124/124 - 1s - loss: 0.2200 - auc: 0.9631 - val_loss: 0.2039 - val_auc: 0.9723 - 667ms/epoch - 5ms/step
Epoch 592/5000
124/124 - 1s - loss: 0.2297 - auc: 0.9618 - val_loss: 0.2078 - val_auc: 0.9686 - 617ms/epoch - 5ms/step
Epoch 593/5000
124/124 - 1s - loss: 0.2227 - auc: 0.9626 - val_loss: 0.2226 - val_auc: 0.9726 - 613ms/epoch - 5ms/step
Epoch 594/5000
124/124 - 1s - loss: 0.2177 - auc: 0.9647 - val_loss: 0.2232 - val_auc: 0.9703 - 659ms/epoch - 5ms/step
Epoch 595/5000
124/124 - 1s - loss: 0.2154 - auc: 0.9668 - val_loss: 0.2226 - val_auc: 0.9704 - 601ms/epoch - 5ms/step
Epoch 596/5000
124/124 - 1s - loss: 0.2128 - auc: 0.9671 - val_loss: 0.2036 - val_auc: 0.9709 - 608ms/epoch - 5ms/step
Epoch 597/5000
124/124 - 1s - loss: 0.2243 - auc: 0.9623 - val_loss: 0.2078 - val_auc: 0.9718 - 610ms/epoch - 5ms/step
Epoch 598/5000
124/124 - 1s - loss: 0.2239 - auc: 0.9608 - val_loss: 0.2323 - val_auc: 0.9706 - 622ms/epoch - 5ms/step
Epoch 599/5000
124/124 - 1s - loss: 0.2221 - auc: 0.9643 - val_loss: 0.2248 - val_auc: 0.9631 - 665ms/epoch - 5ms/step
Epoch 600/5000
124/124 - 1s - loss: 0.2156 - auc: 0.9647 - val_loss: 0.2046 - val_auc: 0.9691 - 613ms/epoch - 5ms/step
Epoch 601/5000
124/124 - 1s - loss: 0.2161 - auc: 0.9650 - val_loss: 0.2106 - val_auc: 0.9719 - 663ms/epoch - 5ms/step
Epoch 602/5000
124/124 - 1s - loss: 0.2203 - auc: 0.9640 - val_loss: 0.2185 - val_auc: 0.9720 - 613ms/epoch - 5ms/step
Epoch 603/5000
124/124 - 1s - loss: 0.2150 - auc: 0.9673 - val_loss: 0.2334 - val_auc: 0.9638 - 609ms/epoch - 5ms/step
Epoch 604/5000
124/124 - 1s - loss: 0.2239 - auc: 0.9628 - val_loss: 0.2384 - val_auc: 0.9698 - 610ms/epoch - 5ms/step
Epoch 605/5000
124/124 - 1s - loss: 0.2157 - auc: 0.9657 - val_loss: 0.2013 - val_auc: 0.9753 - 610ms/epoch - 5ms/step
Epoch 606/5000
124/124 - 1s - loss: 0.2195 - auc: 0.9645 - val_loss: 0.2501 - val_auc: 0.9699 - 609ms/epoch - 5ms/step
Epoch 607/5000
124/124 - 1s - loss: 0.2160 - auc: 0.9655 - val_loss: 0.2470 - val_auc: 0.9684 - 618ms/epoch - 5ms/step
Epoch 608/5000
124/124 - 1s - loss: 0.2173 - auc: 0.9659 - val_loss: 0.2134 - val_auc: 0.9737 - 620ms/epoch - 5ms/step
Epoch 609/5000
124/124 - 1s - loss: 0.2166 - auc: 0.9666 - val_loss: 0.2022 - val_auc: 0.9722 - 666ms/epoch - 5ms/step
Epoch 610/5000
124/124 - 1s - loss: 0.2211 - auc: 0.9636 - val_loss: 0.2233 - val_auc: 0.9637 - 686ms/epoch - 6ms/step
Epoch 611/5000
124/124 - 1s - loss: 0.2195 - auc: 0.9641 - val_loss: 0.2060 - val_auc: 0.9698 - 627ms/epoch - 5ms/step
Epoch 612/5000
124/124 - 1s - loss: 0.2218 - auc: 0.9645 - val_loss: 0.2034 - val_auc: 0.9708 - 681ms/epoch - 5ms/step
Epoch 613/5000
124/124 - 1s - loss: 0.2173 - auc: 0.9648 - val_loss: 0.2027 - val_auc: 0.9691 - 678ms/epoch - 5ms/step
Epoch 614/5000
124/124 - 1s - loss: 0.2198 - auc: 0.9627 - val_loss: 0.2042 - val_auc: 0.9716 - 615ms/epoch - 5ms/step
Epoch 615/5000
124/124 - 1s - loss: 0.2253 - auc: 0.9618 - val_loss: 0.2081 - val_auc: 0.9700 - 619ms/epoch - 5ms/step
Epoch 616/5000
124/124 - 1s - loss: 0.2274 - auc: 0.9597 - val_loss: 0.2016 - val_auc: 0.9707 - 672ms/epoch - 5ms/step
Epoch 617/5000
124/124 - 1s - loss: 0.2225 - auc: 0.9634 - val_loss: 0.2046 - val_auc: 0.9683 - 616ms/epoch - 5ms/step
Epoch 618/5000
124/124 - 1s - loss: 0.2192 - auc: 0.9635 - val_loss: 0.2185 - val_auc: 0.9700 - 668ms/epoch - 5ms/step
Epoch 619/5000
124/124 - 1s - loss: 0.2164 - auc: 0.9659 - val_loss: 0.1982 - val_auc: 0.9721 - 615ms/epoch - 5ms/step
Epoch 620/5000
124/124 - 1s - loss: 0.2139 - auc: 0.9663 - val_loss: 0.2164 - val_auc: 0.9698 - 619ms/epoch - 5ms/step
Epoch 621/5000
124/124 - 1s - loss: 0.2255 - auc: 0.9612 - val_loss: 0.2136 - val_auc: 0.9672 - 613ms/epoch - 5ms/step
Epoch 622/5000
124/124 - 1s - loss: 0.2182 - auc: 0.9644 - val_loss: 0.2028 - val_auc: 0.9725 - 608ms/epoch - 5ms/step
Epoch 623/5000
124/124 - 1s - loss: 0.2142 - auc: 0.9662 - val_loss: 0.2097 - val_auc: 0.9684 - 614ms/epoch - 5ms/step
Epoch 624/5000
124/124 - 1s - loss: 0.2158 - auc: 0.9662 - val_loss: 0.1995 - val_auc: 0.9743 - 668ms/epoch - 5ms/step
Epoch 625/5000
124/124 - 1s - loss: 0.2261 - auc: 0.9616 - val_loss: 0.1993 - val_auc: 0.9714 - 609ms/epoch - 5ms/step
Epoch 626/5000
124/124 - 1s - loss: 0.2196 - auc: 0.9636 - val_loss: 0.2116 - val_auc: 0.9694 - 606ms/epoch - 5ms/step
Epoch 627/5000
124/124 - 1s - loss: 0.2194 - auc: 0.9643 - val_loss: 0.2172 - val_auc: 0.9656 - 608ms/epoch - 5ms/step
Epoch 628/5000
124/124 - 1s - loss: 0.2305 - auc: 0.9601 - val_loss: 0.2060 - val_auc: 0.9695 - 661ms/epoch - 5ms/step
Epoch 629/5000
124/124 - 1s - loss: 0.2207 - auc: 0.9644 - val_loss: 0.2081 - val_auc: 0.9696 - 609ms/epoch - 5ms/step
Epoch 630/5000
124/124 - 1s - loss: 0.2255 - auc: 0.9627 - val_loss: 0.2083 - val_auc: 0.9710 - 620ms/epoch - 5ms/step
Epoch 631/5000
124/124 - 1s - loss: 0.2208 - auc: 0.9639 - val_loss: 0.1995 - val_auc: 0.9716 - 662ms/epoch - 5ms/step
Epoch 632/5000
124/124 - 1s - loss: 0.2110 - auc: 0.9667 - val_loss: 0.1942 - val_auc: 0.9743 - 607ms/epoch - 5ms/step
Epoch 633/5000
124/124 - 1s - loss: 0.2138 - auc: 0.9666 - val_loss: 0.2001 - val_auc: 0.9702 - 609ms/epoch - 5ms/step
Epoch 634/5000
124/124 - 1s - loss: 0.2124 - auc: 0.9676 - val_loss: 0.2002 - val_auc: 0.9708 - 616ms/epoch - 5ms/step
Epoch 635/5000
124/124 - 1s - loss: 0.2185 - auc: 0.9646 - val_loss: 0.2468 - val_auc: 0.9680 - 667ms/epoch - 5ms/step
Epoch 636/5000
124/124 - 1s - loss: 0.2223 - auc: 0.9640 - val_loss: 0.2086 - val_auc: 0.9701 - 611ms/epoch - 5ms/step
Epoch 637/5000
124/124 - 1s - loss: 0.2178 - auc: 0.9644 - val_loss: 0.2305 - val_auc: 0.9642 - 613ms/epoch - 5ms/step
Epoch 638/5000
124/124 - 1s - loss: 0.2154 - auc: 0.9654 - val_loss: 0.2066 - val_auc: 0.9731 - 668ms/epoch - 5ms/step
Epoch 639/5000
124/124 - 1s - loss: 0.2301 - auc: 0.9601 - val_loss: 0.2081 - val_auc: 0.9685 - 607ms/epoch - 5ms/step
Epoch 640/5000
124/124 - 1s - loss: 0.2220 - auc: 0.9637 - val_loss: 0.1995 - val_auc: 0.9723 - 609ms/epoch - 5ms/step
Epoch 641/5000
124/124 - 1s - loss: 0.2130 - auc: 0.9656 - val_loss: 0.2064 - val_auc: 0.9699 - 602ms/epoch - 5ms/step
Epoch 642/5000
124/124 - 1s - loss: 0.2178 - auc: 0.9641 - val_loss: 0.2017 - val_auc: 0.9721 - 604ms/epoch - 5ms/step
Epoch 643/5000
124/124 - 1s - loss: 0.2240 - auc: 0.9623 - val_loss: 0.2140 - val_auc: 0.9711 - 601ms/epoch - 5ms/step
Epoch 644/5000
124/124 - 1s - loss: 0.2178 - auc: 0.9640 - val_loss: 0.2034 - val_auc: 0.9690 - 663ms/epoch - 5ms/step
Epoch 645/5000
124/124 - 1s - loss: 0.2135 - auc: 0.9667 - val_loss: 0.2057 - val_auc: 0.9719 - 606ms/epoch - 5ms/step
Epoch 646/5000
124/124 - 1s - loss: 0.2235 - auc: 0.9632 - val_loss: 0.2125 - val_auc: 0.9659 - 623ms/epoch - 5ms/step
Epoch 647/5000
124/124 - 1s - loss: 0.2108 - auc: 0.9670 - val_loss: 0.2244 - val_auc: 0.9708 - 660ms/epoch - 5ms/step
Epoch 648/5000
124/124 - 1s - loss: 0.2159 - auc: 0.9655 - val_loss: 0.2046 - val_auc: 0.9683 - 613ms/epoch - 5ms/step
Epoch 649/5000
124/124 - 1s - loss: 0.2165 - auc: 0.9652 - val_loss: 0.2054 - val_auc: 0.9711 - 616ms/epoch - 5ms/step
Epoch 650/5000
124/124 - 1s - loss: 0.2207 - auc: 0.9632 - val_loss: 0.1976 - val_auc: 0.9715 - 662ms/epoch - 5ms/step
Epoch 651/5000
124/124 - 1s - loss: 0.2107 - auc: 0.9664 - val_loss: 0.2069 - val_auc: 0.9720 - 608ms/epoch - 5ms/step
Epoch 652/5000
124/124 - 1s - loss: 0.2156 - auc: 0.9657 - val_loss: 0.2058 - val_auc: 0.9674 - 611ms/epoch - 5ms/step
Epoch 653/5000
124/124 - 1s - loss: 0.2140 - auc: 0.9667 - val_loss: 0.2037 - val_auc: 0.9702 - 606ms/epoch - 5ms/step
Epoch 654/5000
124/124 - 1s - loss: 0.2177 - auc: 0.9641 - val_loss: 0.2234 - val_auc: 0.9695 - 665ms/epoch - 5ms/step
Epoch 655/5000
124/124 - 1s - loss: 0.2228 - auc: 0.9618 - val_loss: 0.2478 - val_auc: 0.9685 - 607ms/epoch - 5ms/step
Epoch 656/5000
124/124 - 1s - loss: 0.2159 - auc: 0.9645 - val_loss: 0.2005 - val_auc: 0.9719 - 613ms/epoch - 5ms/step
Epoch 657/5000
124/124 - 1s - loss: 0.2198 - auc: 0.9635 - val_loss: 0.2009 - val_auc: 0.9720 - 613ms/epoch - 5ms/step
Epoch 658/5000
124/124 - 1s - loss: 0.2142 - auc: 0.9670 - val_loss: 0.2220 - val_auc: 0.9705 - 615ms/epoch - 5ms/step
Epoch 659/5000
124/124 - 1s - loss: 0.2269 - auc: 0.9612 - val_loss: 0.2173 - val_auc: 0.9694 - 621ms/epoch - 5ms/step
Epoch 660/5000
124/124 - 1s - loss: 0.2132 - auc: 0.9667 - val_loss: 0.2042 - val_auc: 0.9718 - 678ms/epoch - 5ms/step
Epoch 661/5000
124/124 - 1s - loss: 0.2188 - auc: 0.9640 - val_loss: 0.2183 - val_auc: 0.9709 - 617ms/epoch - 5ms/step
Epoch 662/5000
124/124 - 1s - loss: 0.2246 - auc: 0.9620 - val_loss: 0.2311 - val_auc: 0.9668 - 684ms/epoch - 6ms/step
Epoch 663/5000
124/124 - 1s - loss: 0.2203 - auc: 0.9638 - val_loss: 0.2102 - val_auc: 0.9709 - 672ms/epoch - 5ms/step
Epoch 664/5000
124/124 - 1s - loss: 0.2168 - auc: 0.9666 - val_loss: 0.2006 - val_auc: 0.9706 - 623ms/epoch - 5ms/step
Epoch 665/5000
124/124 - 1s - loss: 0.2155 - auc: 0.9647 - val_loss: 0.2077 - val_auc: 0.9721 - 682ms/epoch - 5ms/step
Epoch 666/5000
124/124 - 1s - loss: 0.2139 - auc: 0.9668 - val_loss: 0.2033 - val_auc: 0.9693 - 629ms/epoch - 5ms/step
Epoch 667/5000
124/124 - 1s - loss: 0.2152 - auc: 0.9660 - val_loss: 0.2178 - val_auc: 0.9670 - 686ms/epoch - 6ms/step
Epoch 668/5000
124/124 - 1s - loss: 0.2170 - auc: 0.9662 - val_loss: 0.1984 - val_auc: 0.9716 - 682ms/epoch - 6ms/step
Epoch 669/5000
124/124 - 1s - loss: 0.2140 - auc: 0.9653 - val_loss: 0.2052 - val_auc: 0.9688 - 620ms/epoch - 5ms/step
Epoch 670/5000
124/124 - 1s - loss: 0.2203 - auc: 0.9649 - val_loss: 0.2078 - val_auc: 0.9729 - 690ms/epoch - 6ms/step
Epoch 671/5000
124/124 - 1s - loss: 0.2176 - auc: 0.9646 - val_loss: 0.2311 - val_auc: 0.9729 - 707ms/epoch - 6ms/step
Epoch 672/5000
124/124 - 1s - loss: 0.2282 - auc: 0.9613 - val_loss: 0.1997 - val_auc: 0.9711 - 668ms/epoch - 5ms/step
Epoch 673/5000
124/124 - 1s - loss: 0.2301 - auc: 0.9597 - val_loss: 0.2188 - val_auc: 0.9687 - 624ms/epoch - 5ms/step
Epoch 674/5000
124/124 - 1s - loss: 0.2164 - auc: 0.9651 - val_loss: 0.1972 - val_auc: 0.9729 - 695ms/epoch - 6ms/step
Epoch 675/5000
124/124 - 1s - loss: 0.2111 - auc: 0.9675 - val_loss: 0.2114 - val_auc: 0.9668 - 695ms/epoch - 6ms/step
Epoch 676/5000
124/124 - 1s - loss: 0.2143 - auc: 0.9654 - val_loss: 0.2206 - val_auc: 0.9700 - 691ms/epoch - 6ms/step
Epoch 677/5000
124/124 - 1s - loss: 0.2117 - auc: 0.9667 - val_loss: 0.2005 - val_auc: 0.9703 - 697ms/epoch - 6ms/step
Epoch 678/5000
124/124 - 1s - loss: 0.2167 - auc: 0.9645 - val_loss: 0.2021 - val_auc: 0.9718 - 686ms/epoch - 6ms/step
Epoch 679/5000
124/124 - 1s - loss: 0.2165 - auc: 0.9656 - val_loss: 0.2101 - val_auc: 0.9719 - 695ms/epoch - 6ms/step
Epoch 680/5000
124/124 - 1s - loss: 0.2165 - auc: 0.9649 - val_loss: 0.1979 - val_auc: 0.9715 - 690ms/epoch - 6ms/step
Epoch 681/5000
124/124 - 1s - loss: 0.2180 - auc: 0.9641 - val_loss: 0.2228 - val_auc: 0.9690 - 629ms/epoch - 5ms/step
Epoch 682/5000
124/124 - 1s - loss: 0.2260 - auc: 0.9606 - val_loss: 0.2103 - val_auc: 0.9704 - 681ms/epoch - 5ms/step
Epoch 683/5000
124/124 - 1s - loss: 0.2181 - auc: 0.9647 - val_loss: 0.2056 - val_auc: 0.9689 - 624ms/epoch - 5ms/step
Epoch 684/5000
124/124 - 1s - loss: 0.2223 - auc: 0.9632 - val_loss: 0.2048 - val_auc: 0.9730 - 670ms/epoch - 5ms/step
Epoch 685/5000
124/124 - 1s - loss: 0.2149 - auc: 0.9646 - val_loss: 0.2127 - val_auc: 0.9681 - 679ms/epoch - 5ms/step
Epoch 686/5000
124/124 - 1s - loss: 0.2273 - auc: 0.9608 - val_loss: 0.2242 - val_auc: 0.9671 - 623ms/epoch - 5ms/step
Epoch 687/5000
124/124 - 1s - loss: 0.2217 - auc: 0.9623 - val_loss: 0.1998 - val_auc: 0.9700 - 683ms/epoch - 6ms/step
Epoch 688/5000
124/124 - 1s - loss: 0.2199 - auc: 0.9651 - val_loss: 0.1997 - val_auc: 0.9721 - 623ms/epoch - 5ms/step
Epoch 689/5000
124/124 - 1s - loss: 0.2079 - auc: 0.9674 - val_loss: 0.3124 - val_auc: 0.9678 - 677ms/epoch - 5ms/step
Epoch 690/5000
124/124 - 1s - loss: 0.2195 - auc: 0.9646 - val_loss: 0.1965 - val_auc: 0.9731 - 679ms/epoch - 5ms/step
Epoch 691/5000
124/124 - 1s - loss: 0.2179 - auc: 0.9649 - val_loss: 0.2125 - val_auc: 0.9740 - 623ms/epoch - 5ms/step
Epoch 692/5000
124/124 - 1s - loss: 0.2127 - auc: 0.9667 - val_loss: 0.2085 - val_auc: 0.9720 - 677ms/epoch - 5ms/step
Epoch 693/5000
124/124 - 1s - loss: 0.2193 - auc: 0.9636 - val_loss: 0.2355 - val_auc: 0.9690 - 626ms/epoch - 5ms/step
Epoch 694/5000
124/124 - 1s - loss: 0.2191 - auc: 0.9644 - val_loss: 0.1979 - val_auc: 0.9709 - 673ms/epoch - 5ms/step
Epoch 695/5000
124/124 - 1s - loss: 0.2170 - auc: 0.9648 - val_loss: 0.2124 - val_auc: 0.9668 - 684ms/epoch - 6ms/step
Epoch 696/5000
124/124 - 1s - loss: 0.2181 - auc: 0.9647 - val_loss: 0.2111 - val_auc: 0.9680 - 629ms/epoch - 5ms/step
Epoch 697/5000
124/124 - 1s - loss: 0.2164 - auc: 0.9646 - val_loss: 0.2104 - val_auc: 0.9719 - 680ms/epoch - 5ms/step
Epoch 698/5000
124/124 - 1s - loss: 0.2200 - auc: 0.9637 - val_loss: 0.1944 - val_auc: 0.9728 - 641ms/epoch - 5ms/step
Epoch 699/5000
124/124 - 1s - loss: 0.2285 - auc: 0.9606 - val_loss: 0.2034 - val_auc: 0.9714 - 662ms/epoch - 5ms/step
Epoch 700/5000
124/124 - 1s - loss: 0.2113 - auc: 0.9666 - val_loss: 0.2093 - val_auc: 0.9660 - 680ms/epoch - 5ms/step
Epoch 701/5000
124/124 - 1s - loss: 0.2090 - auc: 0.9681 - val_loss: 0.2749 - val_auc: 0.9675 - 630ms/epoch - 5ms/step
Epoch 702/5000
124/124 - 1s - loss: 0.2166 - auc: 0.9647 - val_loss: 0.2258 - val_auc: 0.9631 - 692ms/epoch - 6ms/step
Epoch 703/5000
124/124 - 1s - loss: 0.2256 - auc: 0.9608 - val_loss: 0.2110 - val_auc: 0.9657 - 693ms/epoch - 6ms/step
Epoch 704/5000
124/124 - 1s - loss: 0.2227 - auc: 0.9640 - val_loss: 0.2809 - val_auc: 0.9665 - 700ms/epoch - 6ms/step
Epoch 705/5000
124/124 - 1s - loss: 0.2303 - auc: 0.9600 - val_loss: 0.2148 - val_auc: 0.9709 - 688ms/epoch - 6ms/step
Epoch 706/5000
124/124 - 1s - loss: 0.2159 - auc: 0.9656 - val_loss: 0.2119 - val_auc: 0.9719 - 688ms/epoch - 6ms/step
Epoch 707/5000
124/124 - 1s - loss: 0.2148 - auc: 0.9655 - val_loss: 0.2068 - val_auc: 0.9724 - 626ms/epoch - 5ms/step
Epoch 708/5000
124/124 - 1s - loss: 0.2278 - auc: 0.9617 - val_loss: 0.2524 - val_auc: 0.9653 - 682ms/epoch - 6ms/step
Epoch 709/5000
124/124 - 1s - loss: 0.2304 - auc: 0.9620 - val_loss: 0.2487 - val_auc: 0.9651 - 681ms/epoch - 5ms/step
Epoch 710/5000
124/124 - 1s - loss: 0.2180 - auc: 0.9645 - val_loss: 0.2048 - val_auc: 0.9698 - 625ms/epoch - 5ms/step
Epoch 711/5000
124/124 - 1s - loss: 0.2135 - auc: 0.9668 - val_loss: 0.1981 - val_auc: 0.9720 - 691ms/epoch - 6ms/step
Epoch 712/5000
124/124 - 1s - loss: 0.2254 - auc: 0.9616 - val_loss: 0.1967 - val_auc: 0.9730 - 670ms/epoch - 5ms/step
Epoch 713/5000
124/124 - 1s - loss: 0.2146 - auc: 0.9664 - val_loss: 0.2109 - val_auc: 0.9711 - 625ms/epoch - 5ms/step
Epoch 714/5000
124/124 - 1s - loss: 0.2122 - auc: 0.9667 - val_loss: 0.2325 - val_auc: 0.9708 - 676ms/epoch - 5ms/step
Epoch 715/5000
124/124 - 1s - loss: 0.2175 - auc: 0.9650 - val_loss: 0.2227 - val_auc: 0.9713 - 685ms/epoch - 6ms/step
Epoch 716/5000
124/124 - 1s - loss: 0.2144 - auc: 0.9659 - val_loss: 0.2257 - val_auc: 0.9724 - 631ms/epoch - 5ms/step
Epoch 717/5000
124/124 - 1s - loss: 0.2148 - auc: 0.9666 - val_loss: 0.2031 - val_auc: 0.9703 - 769ms/epoch - 6ms/step
Epoch 718/5000
124/124 - 1s - loss: 0.2149 - auc: 0.9659 - val_loss: 0.2158 - val_auc: 0.9710 - 722ms/epoch - 6ms/step
Epoch 719/5000
124/124 - 1s - loss: 0.2172 - auc: 0.9643 - val_loss: 0.1954 - val_auc: 0.9722 - 896ms/epoch - 7ms/step
Epoch 720/5000
124/124 - 1s - loss: 0.2160 - auc: 0.9659 - val_loss: 0.2360 - val_auc: 0.9703 - 786ms/epoch - 6ms/step
Epoch 721/5000
124/124 - 1s - loss: 0.2188 - auc: 0.9641 - val_loss: 0.2083 - val_auc: 0.9695 - 632ms/epoch - 5ms/step
Epoch 722/5000
124/124 - 1s - loss: 0.2154 - auc: 0.9654 - val_loss: 0.2077 - val_auc: 0.9720 - 671ms/epoch - 5ms/step
Epoch 723/5000
124/124 - 1s - loss: 0.2145 - auc: 0.9658 - val_loss: 0.2087 - val_auc: 0.9693 - 680ms/epoch - 5ms/step
Epoch 724/5000
124/124 - 1s - loss: 0.2206 - auc: 0.9640 - val_loss: 0.2135 - val_auc: 0.9721 - 687ms/epoch - 6ms/step
Epoch 725/5000
124/124 - 1s - loss: 0.2163 - auc: 0.9653 - val_loss: 0.2017 - val_auc: 0.9714 - 682ms/epoch - 5ms/step
Epoch 726/5000
124/124 - 1s - loss: 0.2137 - auc: 0.9659 - val_loss: 0.2039 - val_auc: 0.9701 - 642ms/epoch - 5ms/step
Epoch 727/5000
124/124 - 1s - loss: 0.2148 - auc: 0.9664 - val_loss: 0.2324 - val_auc: 0.9723 - 679ms/epoch - 5ms/step
Epoch 728/5000
124/124 - 1s - loss: 0.2259 - auc: 0.9610 - val_loss: 0.1955 - val_auc: 0.9724 - 624ms/epoch - 5ms/step
Epoch 729/5000
124/124 - 1s - loss: 0.2099 - auc: 0.9668 - val_loss: 0.2023 - val_auc: 0.9703 - 688ms/epoch - 6ms/step
Epoch 730/5000
124/124 - 1s - loss: 0.2161 - auc: 0.9646 - val_loss: 0.2362 - val_auc: 0.9671 - 753ms/epoch - 6ms/step
Epoch 731/5000
124/124 - 1s - loss: 0.2156 - auc: 0.9654 - val_loss: 0.2088 - val_auc: 0.9693 - 628ms/epoch - 5ms/step
Epoch 732/5000
124/124 - 1s - loss: 0.2208 - auc: 0.9621 - val_loss: 0.2113 - val_auc: 0.9710 - 627ms/epoch - 5ms/step
Epoch 733/5000
124/124 - 1s - loss: 0.2123 - auc: 0.9656 - val_loss: 0.2057 - val_auc: 0.9691 - 685ms/epoch - 6ms/step
Epoch 734/5000
124/124 - 1s - loss: 0.2106 - auc: 0.9677 - val_loss: 0.2013 - val_auc: 0.9707 - 675ms/epoch - 5ms/step
Epoch 735/5000
124/124 - 1s - loss: 0.2172 - auc: 0.9651 - val_loss: 0.2029 - val_auc: 0.9755 - 626ms/epoch - 5ms/step
Epoch 736/5000
124/124 - 1s - loss: 0.2104 - auc: 0.9661 - val_loss: 0.2561 - val_auc: 0.9658 - 677ms/epoch - 5ms/step
Epoch 737/5000
124/124 - 1s - loss: 0.2195 - auc: 0.9643 - val_loss: 0.1986 - val_auc: 0.9717 - 626ms/epoch - 5ms/step
Epoch 738/5000
124/124 - 1s - loss: 0.2173 - auc: 0.9654 - val_loss: 0.1982 - val_auc: 0.9726 - 678ms/epoch - 5ms/step
Epoch 739/5000
124/124 - 1s - loss: 0.2104 - auc: 0.9673 - val_loss: 0.2015 - val_auc: 0.9715 - 618ms/epoch - 5ms/step
Epoch 740/5000
124/124 - 1s - loss: 0.2153 - auc: 0.9657 - val_loss: 0.1999 - val_auc: 0.9709 - 627ms/epoch - 5ms/step
Epoch 741/5000
124/124 - 1s - loss: 0.2173 - auc: 0.9649 - val_loss: 0.2040 - val_auc: 0.9701 - 672ms/epoch - 5ms/step
Epoch 742/5000
124/124 - 1s - loss: 0.2177 - auc: 0.9648 - val_loss: 0.2745 - val_auc: 0.9689 - 627ms/epoch - 5ms/step
Epoch 743/5000
124/124 - 1s - loss: 0.2120 - auc: 0.9654 - val_loss: 0.2058 - val_auc: 0.9716 - 684ms/epoch - 6ms/step
Epoch 744/5000
124/124 - 1s - loss: 0.2141 - auc: 0.9662 - val_loss: 0.2019 - val_auc: 0.9684 - 680ms/epoch - 5ms/step
Epoch 745/5000
124/124 - 1s - loss: 0.2135 - auc: 0.9654 - val_loss: 0.2051 - val_auc: 0.9717 - 633ms/epoch - 5ms/step
Epoch 746/5000
124/124 - 1s - loss: 0.2176 - auc: 0.9650 - val_loss: 0.2034 - val_auc: 0.9705 - 680ms/epoch - 5ms/step
Epoch 747/5000
124/124 - 1s - loss: 0.2053 - auc: 0.9688 - val_loss: 0.2026 - val_auc: 0.9694 - 621ms/epoch - 5ms/step
Epoch 748/5000
124/124 - 1s - loss: 0.2101 - auc: 0.9666 - val_loss: 0.2034 - val_auc: 0.9703 - 680ms/epoch - 5ms/step
Epoch 749/5000
124/124 - 1s - loss: 0.2173 - auc: 0.9649 - val_loss: 0.2039 - val_auc: 0.9712 - 682ms/epoch - 6ms/step
Epoch 750/5000
124/124 - 1s - loss: 0.2096 - auc: 0.9671 - val_loss: 0.2013 - val_auc: 0.9696 - 611ms/epoch - 5ms/step
Epoch 751/5000
124/124 - 1s - loss: 0.2153 - auc: 0.9653 - val_loss: 0.2048 - val_auc: 0.9688 - 680ms/epoch - 5ms/step
Epoch 752/5000
124/124 - 1s - loss: 0.2188 - auc: 0.9644 - val_loss: 0.1942 - val_auc: 0.9731 - 630ms/epoch - 5ms/step
Epoch 753/5000
124/124 - 1s - loss: 0.2128 - auc: 0.9668 - val_loss: 0.1971 - val_auc: 0.9726 - 680ms/epoch - 5ms/step
Epoch 754/5000
124/124 - 1s - loss: 0.2154 - auc: 0.9669 - val_loss: 0.2075 - val_auc: 0.9668 - 621ms/epoch - 5ms/step
Epoch 755/5000
124/124 - 1s - loss: 0.2158 - auc: 0.9660 - val_loss: 0.1966 - val_auc: 0.9715 - 683ms/epoch - 6ms/step
Epoch 756/5000
124/124 - 1s - loss: 0.2113 - auc: 0.9672 - val_loss: 0.2019 - val_auc: 0.9704 - 681ms/epoch - 5ms/step
Epoch 757/5000
124/124 - 1s - loss: 0.2112 - auc: 0.9672 - val_loss: 0.2410 - val_auc: 0.9666 - 620ms/epoch - 5ms/step
Epoch 758/5000
124/124 - 1s - loss: 0.2137 - auc: 0.9658 - val_loss: 0.2011 - val_auc: 0.9710 - 680ms/epoch - 5ms/step
Epoch 759/5000
124/124 - 1s - loss: 0.2086 - auc: 0.9679 - val_loss: 0.2070 - val_auc: 0.9695 - 622ms/epoch - 5ms/step
Epoch 760/5000
124/124 - 1s - loss: 0.2123 - auc: 0.9663 - val_loss: 0.1982 - val_auc: 0.9727 - 683ms/epoch - 6ms/step
Epoch 761/5000
124/124 - 1s - loss: 0.2160 - auc: 0.9657 - val_loss: 0.2045 - val_auc: 0.9716 - 683ms/epoch - 6ms/step
Epoch 762/5000
124/124 - 1s - loss: 0.2093 - auc: 0.9676 - val_loss: 0.2050 - val_auc: 0.9740 - 625ms/epoch - 5ms/step
Epoch 763/5000
124/124 - 1s - loss: 0.2103 - auc: 0.9668 - val_loss: 0.2025 - val_auc: 0.9725 - 692ms/epoch - 6ms/step
Epoch 764/5000
124/124 - 1s - loss: 0.2161 - auc: 0.9653 - val_loss: 0.1995 - val_auc: 0.9713 - 705ms/epoch - 6ms/step
Epoch 765/5000
124/124 - 1s - loss: 0.2139 - auc: 0.9665 - val_loss: 0.2094 - val_auc: 0.9682 - 692ms/epoch - 6ms/step
Epoch 766/5000
124/124 - 1s - loss: 0.2192 - auc: 0.9639 - val_loss: 0.1958 - val_auc: 0.9716 - 696ms/epoch - 6ms/step
Epoch 767/5000
124/124 - 1s - loss: 0.2176 - auc: 0.9629 - val_loss: 0.2119 - val_auc: 0.9698 - 685ms/epoch - 6ms/step
Epoch 768/5000
124/124 - 1s - loss: 0.2314 - auc: 0.9601 - val_loss: 0.2024 - val_auc: 0.9715 - 691ms/epoch - 6ms/step
Epoch 769/5000
124/124 - 1s - loss: 0.2135 - auc: 0.9661 - val_loss: 0.2031 - val_auc: 0.9698 - 685ms/epoch - 6ms/step
Epoch 770/5000
124/124 - 1s - loss: 0.2118 - auc: 0.9676 - val_loss: 0.2742 - val_auc: 0.9668 - 619ms/epoch - 5ms/step
Epoch 771/5000
124/124 - 1s - loss: 0.2147 - auc: 0.9658 - val_loss: 0.2041 - val_auc: 0.9719 - 686ms/epoch - 6ms/step
Epoch 772/5000
124/124 - 1s - loss: 0.2101 - auc: 0.9675 - val_loss: 0.1956 - val_auc: 0.9720 - 630ms/epoch - 5ms/step
Epoch 773/5000
124/124 - 1s - loss: 0.2102 - auc: 0.9681 - val_loss: 0.2010 - val_auc: 0.9728 - 670ms/epoch - 5ms/step
Epoch 774/5000
124/124 - 1s - loss: 0.2154 - auc: 0.9656 - val_loss: 0.1985 - val_auc: 0.9704 - 675ms/epoch - 5ms/step
Epoch 775/5000
124/124 - 1s - loss: 0.2050 - auc: 0.9692 - val_loss: 0.2033 - val_auc: 0.9700 - 617ms/epoch - 5ms/step
Epoch 776/5000
124/124 - 1s - loss: 0.2135 - auc: 0.9664 - val_loss: 0.2266 - val_auc: 0.9720 - 623ms/epoch - 5ms/step
Epoch 777/5000
124/124 - 1s - loss: 0.2135 - auc: 0.9650 - val_loss: 0.1961 - val_auc: 0.9720 - 618ms/epoch - 5ms/step
Epoch 778/5000
124/124 - 1s - loss: 0.2134 - auc: 0.9663 - val_loss: 0.2128 - val_auc: 0.9716 - 618ms/epoch - 5ms/step
Epoch 779/5000
124/124 - 1s - loss: 0.2151 - auc: 0.9651 - val_loss: 0.2115 - val_auc: 0.9716 - 682ms/epoch - 6ms/step
Epoch 780/5000
124/124 - 1s - loss: 0.2125 - auc: 0.9669 - val_loss: 0.2347 - val_auc: 0.9705 - 614ms/epoch - 5ms/step
Epoch 781/5000
124/124 - 1s - loss: 0.2134 - auc: 0.9656 - val_loss: 0.1966 - val_auc: 0.9716 - 686ms/epoch - 6ms/step
Epoch 782/5000
124/124 - 1s - loss: 0.2252 - auc: 0.9627 - val_loss: 0.2187 - val_auc: 0.9683 - 676ms/epoch - 5ms/step
Epoch 783/5000
124/124 - 1s - loss: 0.2275 - auc: 0.9623 - val_loss: 0.2056 - val_auc: 0.9717 - 623ms/epoch - 5ms/step
Epoch 784/5000
124/124 - 1s - loss: 0.2140 - auc: 0.9667 - val_loss: 0.2059 - val_auc: 0.9683 - 675ms/epoch - 5ms/step
Epoch 785/5000
124/124 - 1s - loss: 0.2207 - auc: 0.9636 - val_loss: 0.2895 - val_auc: 0.9693 - 622ms/epoch - 5ms/step
Epoch 786/5000
124/124 - 1s - loss: 0.2117 - auc: 0.9671 - val_loss: 0.1971 - val_auc: 0.9732 - 678ms/epoch - 5ms/step
Epoch 787/5000
124/124 - 1s - loss: 0.2172 - auc: 0.9649 - val_loss: 0.2025 - val_auc: 0.9732 - 679ms/epoch - 5ms/step
Epoch 788/5000
124/124 - 1s - loss: 0.2159 - auc: 0.9650 - val_loss: 0.1995 - val_auc: 0.9727 - 625ms/epoch - 5ms/step
Epoch 789/5000
124/124 - 1s - loss: 0.2160 - auc: 0.9643 - val_loss: 0.2521 - val_auc: 0.9676 - 679ms/epoch - 5ms/step
Epoch 790/5000
124/124 - 1s - loss: 0.2219 - auc: 0.9635 - val_loss: 0.1980 - val_auc: 0.9726 - 626ms/epoch - 5ms/step
Epoch 791/5000
124/124 - 1s - loss: 0.2205 - auc: 0.9625 - val_loss: 0.2202 - val_auc: 0.9718 - 698ms/epoch - 6ms/step
Epoch 792/5000
124/124 - 1s - loss: 0.2104 - auc: 0.9671 - val_loss: 0.2044 - val_auc: 0.9695 - 675ms/epoch - 5ms/step
Epoch 793/5000
124/124 - 1s - loss: 0.2091 - auc: 0.9679 - val_loss: 0.2044 - val_auc: 0.9720 - 693ms/epoch - 6ms/step
Epoch 794/5000
124/124 - 1s - loss: 0.2152 - auc: 0.9653 - val_loss: 0.2021 - val_auc: 0.9701 - 688ms/epoch - 6ms/step
Epoch 795/5000
124/124 - 1s - loss: 0.2132 - auc: 0.9652 - val_loss: 0.2063 - val_auc: 0.9717 - 625ms/epoch - 5ms/step
Epoch 796/5000
124/124 - 1s - loss: 0.2122 - auc: 0.9662 - val_loss: 0.2594 - val_auc: 0.9672 - 684ms/epoch - 6ms/step
Epoch 797/5000
124/124 - 1s - loss: 0.2157 - auc: 0.9658 - val_loss: 0.2583 - val_auc: 0.9668 - 622ms/epoch - 5ms/step
Epoch 798/5000
124/124 - 1s - loss: 0.2230 - auc: 0.9642 - val_loss: 0.2171 - val_auc: 0.9711 - 684ms/epoch - 6ms/step
Epoch 799/5000
124/124 - 1s - loss: 0.2143 - auc: 0.9659 - val_loss: 0.1943 - val_auc: 0.9718 - 672ms/epoch - 5ms/step
Epoch 800/5000
124/124 - 1s - loss: 0.2144 - auc: 0.9662 - val_loss: 0.2130 - val_auc: 0.9695 - 621ms/epoch - 5ms/step
Epoch 801/5000
124/124 - 1s - loss: 0.2108 - auc: 0.9662 - val_loss: 0.2097 - val_auc: 0.9726 - 681ms/epoch - 5ms/step
Epoch 802/5000
124/124 - 1s - loss: 0.2171 - auc: 0.9660 - val_loss: 0.2192 - val_auc: 0.9689 - 626ms/epoch - 5ms/step
Epoch 803/5000
124/124 - 1s - loss: 0.2220 - auc: 0.9629 - val_loss: 0.2291 - val_auc: 0.9645 - 670ms/epoch - 5ms/step
Epoch 804/5000
124/124 - 1s - loss: 0.2180 - auc: 0.9655 - val_loss: 0.2255 - val_auc: 0.9707 - 620ms/epoch - 5ms/step
Epoch 805/5000
124/124 - 1s - loss: 0.2211 - auc: 0.9638 - val_loss: 0.2149 - val_auc: 0.9712 - 688ms/epoch - 6ms/step
Epoch 806/5000
124/124 - 1s - loss: 0.2126 - auc: 0.9658 - val_loss: 0.2110 - val_auc: 0.9706 - 685ms/epoch - 6ms/step
Epoch 807/5000
124/124 - 1s - loss: 0.2076 - auc: 0.9690 - val_loss: 0.2064 - val_auc: 0.9690 - 625ms/epoch - 5ms/step
Epoch 808/5000
124/124 - 1s - loss: 0.2105 - auc: 0.9665 - val_loss: 0.1994 - val_auc: 0.9715 - 681ms/epoch - 5ms/step
Epoch 809/5000
124/124 - 1s - loss: 0.2151 - auc: 0.9655 - val_loss: 0.2031 - val_auc: 0.9698 - 620ms/epoch - 5ms/step
Epoch 810/5000
124/124 - 1s - loss: 0.2085 - auc: 0.9682 - val_loss: 0.2437 - val_auc: 0.9712 - 681ms/epoch - 5ms/step
Epoch 811/5000
124/124 - 1s - loss: 0.2079 - auc: 0.9681 - val_loss: 0.2059 - val_auc: 0.9691 - 686ms/epoch - 6ms/step
Epoch 812/5000
124/124 - 1s - loss: 0.2104 - auc: 0.9674 - val_loss: 0.1986 - val_auc: 0.9724 - 615ms/epoch - 5ms/step
Epoch 813/5000
124/124 - 1s - loss: 0.2240 - auc: 0.9632 - val_loss: 0.2148 - val_auc: 0.9704 - 673ms/epoch - 5ms/step
Epoch 814/5000
124/124 - 1s - loss: 0.2106 - auc: 0.9672 - val_loss: 0.1930 - val_auc: 0.9741 - 625ms/epoch - 5ms/step
Epoch 815/5000
124/124 - 1s - loss: 0.2113 - auc: 0.9680 - val_loss: 0.2055 - val_auc: 0.9700 - 675ms/epoch - 5ms/step
Epoch 816/5000
124/124 - 1s - loss: 0.2136 - auc: 0.9666 - val_loss: 0.2021 - val_auc: 0.9705 - 616ms/epoch - 5ms/step
Epoch 817/5000
124/124 - 1s - loss: 0.2225 - auc: 0.9629 - val_loss: 0.2155 - val_auc: 0.9701 - 685ms/epoch - 6ms/step
Epoch 818/5000
124/124 - 1s - loss: 0.2132 - auc: 0.9659 - val_loss: 0.2288 - val_auc: 0.9720 - 675ms/epoch - 5ms/step
Epoch 819/5000
124/124 - 1s - loss: 0.2183 - auc: 0.9651 - val_loss: 0.3337 - val_auc: 0.9637 - 621ms/epoch - 5ms/step
Epoch 820/5000
124/124 - 1s - loss: 0.2233 - auc: 0.9640 - val_loss: 0.2170 - val_auc: 0.9680 - 676ms/epoch - 5ms/step
Epoch 821/5000
124/124 - 1s - loss: 0.2202 - auc: 0.9627 - val_loss: 0.1986 - val_auc: 0.9718 - 628ms/epoch - 5ms/step
Epoch 822/5000
124/124 - 1s - loss: 0.2125 - auc: 0.9662 - val_loss: 0.2288 - val_auc: 0.9712 - 679ms/epoch - 5ms/step
Epoch 823/5000
124/124 - 1s - loss: 0.2095 - auc: 0.9690 - val_loss: 0.2317 - val_auc: 0.9724 - 622ms/epoch - 5ms/step
Epoch 824/5000
124/124 - 1s - loss: 0.2195 - auc: 0.9642 - val_loss: 0.2020 - val_auc: 0.9699 - 675ms/epoch - 5ms/step
Epoch 825/5000
124/124 - 1s - loss: 0.2164 - auc: 0.9655 - val_loss: 0.2040 - val_auc: 0.9712 - 623ms/epoch - 5ms/step
Epoch 826/5000
124/124 - 1s - loss: 0.2165 - auc: 0.9647 - val_loss: 0.2057 - val_auc: 0.9724 - 619ms/epoch - 5ms/step
Epoch 827/5000
124/124 - 1s - loss: 0.2064 - auc: 0.9684 - val_loss: 0.2425 - val_auc: 0.9716 - 615ms/epoch - 5ms/step
Epoch 828/5000
124/124 - 1s - loss: 0.2126 - auc: 0.9668 - val_loss: 0.2349 - val_auc: 0.9708 - 679ms/epoch - 5ms/step
Epoch 829/5000
124/124 - 1s - loss: 0.2106 - auc: 0.9689 - val_loss: 0.2064 - val_auc: 0.9706 - 619ms/epoch - 5ms/step
Epoch 830/5000
124/124 - 1s - loss: 0.2096 - auc: 0.9673 - val_loss: 0.1977 - val_auc: 0.9697 - 672ms/epoch - 5ms/step
Epoch 831/5000
124/124 - 1s - loss: 0.2139 - auc: 0.9672 - val_loss: 0.1942 - val_auc: 0.9728 - 619ms/epoch - 5ms/step
Epoch 832/5000
124/124 - 1s - loss: 0.2154 - auc: 0.9658 - val_loss: 0.2035 - val_auc: 0.9711 - 680ms/epoch - 5ms/step
Epoch 833/5000
124/124 - 1s - loss: 0.2065 - auc: 0.9696 - val_loss: 0.2063 - val_auc: 0.9706 - 612ms/epoch - 5ms/step
Epoch 834/5000
124/124 - 1s - loss: 0.2129 - auc: 0.9655 - val_loss: 0.2104 - val_auc: 0.9716 - 676ms/epoch - 5ms/step
Epoch 835/5000
124/124 - 1s - loss: 0.2130 - auc: 0.9664 - val_loss: 0.2028 - val_auc: 0.9714 - 622ms/epoch - 5ms/step
Epoch 836/5000
124/124 - 1s - loss: 0.2126 - auc: 0.9659 - val_loss: 0.1970 - val_auc: 0.9712 - 680ms/epoch - 5ms/step
Epoch 837/5000
124/124 - 1s - loss: 0.2120 - auc: 0.9676 - val_loss: 0.2074 - val_auc: 0.9700 - 686ms/epoch - 6ms/step
Epoch 838/5000
124/124 - 1s - loss: 0.2080 - auc: 0.9687 - val_loss: 0.2024 - val_auc: 0.9734 - 630ms/epoch - 5ms/step
Epoch 839/5000
124/124 - 1s - loss: 0.2135 - auc: 0.9667 - val_loss: 0.2048 - val_auc: 0.9695 - 675ms/epoch - 5ms/step
Epoch 840/5000
124/124 - 1s - loss: 0.2187 - auc: 0.9649 - val_loss: 0.1998 - val_auc: 0.9704 - 680ms/epoch - 5ms/step
Epoch 841/5000
124/124 - 1s - loss: 0.2193 - auc: 0.9646 - val_loss: 0.2111 - val_auc: 0.9699 - 624ms/epoch - 5ms/step
Epoch 842/5000
124/124 - 1s - loss: 0.2130 - auc: 0.9675 - val_loss: 0.2229 - val_auc: 0.9670 - 685ms/epoch - 6ms/step
Epoch 843/5000
124/124 - 1s - loss: 0.2135 - auc: 0.9651 - val_loss: 0.1986 - val_auc: 0.9718 - 618ms/epoch - 5ms/step
Epoch 844/5000
124/124 - 1s - loss: 0.2109 - auc: 0.9677 - val_loss: 0.1994 - val_auc: 0.9729 - 678ms/epoch - 5ms/step
Epoch 845/5000
124/124 - 1s - loss: 0.2085 - auc: 0.9685 - val_loss: 0.2021 - val_auc: 0.9721 - 625ms/epoch - 5ms/step
Epoch 846/5000
124/124 - 1s - loss: 0.2160 - auc: 0.9653 - val_loss: 0.2206 - val_auc: 0.9704 - 623ms/epoch - 5ms/step
Epoch 847/5000
124/124 - 1s - loss: 0.2097 - auc: 0.9677 - val_loss: 0.2149 - val_auc: 0.9681 - 677ms/epoch - 5ms/step
Epoch 848/5000
124/124 - 1s - loss: 0.2147 - auc: 0.9664 - val_loss: 0.2039 - val_auc: 0.9723 - 616ms/epoch - 5ms/step
Epoch 849/5000
124/124 - 1s - loss: 0.2285 - auc: 0.9617 - val_loss: 0.2068 - val_auc: 0.9707 - 613ms/epoch - 5ms/step
Epoch 850/5000
124/124 - 1s - loss: 0.2154 - auc: 0.9658 - val_loss: 0.2131 - val_auc: 0.9660 - 672ms/epoch - 5ms/step
Epoch 851/5000
124/124 - 1s - loss: 0.2084 - auc: 0.9686 - val_loss: 0.2077 - val_auc: 0.9706 - 628ms/epoch - 5ms/step
Epoch 852/5000
124/124 - 1s - loss: 0.2165 - auc: 0.9654 - val_loss: 0.2230 - val_auc: 0.9719 - 683ms/epoch - 6ms/step
Epoch 853/5000
124/124 - 1s - loss: 0.2092 - auc: 0.9692 - val_loss: 0.2002 - val_auc: 0.9702 - 677ms/epoch - 5ms/step
Epoch 854/5000
124/124 - 1s - loss: 0.2113 - auc: 0.9678 - val_loss: 0.2114 - val_auc: 0.9723 - 633ms/epoch - 5ms/step
Epoch 855/5000
124/124 - 1s - loss: 0.2130 - auc: 0.9669 - val_loss: 0.2157 - val_auc: 0.9679 - 700ms/epoch - 6ms/step
Epoch 856/5000
124/124 - 1s - loss: 0.2167 - auc: 0.9646 - val_loss: 0.1988 - val_auc: 0.9726 - 679ms/epoch - 5ms/step
Epoch 857/5000
124/124 - 1s - loss: 0.2217 - auc: 0.9646 - val_loss: 0.2093 - val_auc: 0.9703 - 746ms/epoch - 6ms/step
Epoch 858/5000
124/124 - 1s - loss: 0.2126 - auc: 0.9647 - val_loss: 0.1916 - val_auc: 0.9740 - 633ms/epoch - 5ms/step
Epoch 859/5000
124/124 - 1s - loss: 0.2134 - auc: 0.9665 - val_loss: 0.2955 - val_auc: 0.9660 - 687ms/epoch - 6ms/step
Epoch 860/5000
124/124 - 1s - loss: 0.2174 - auc: 0.9649 - val_loss: 0.1997 - val_auc: 0.9706 - 628ms/epoch - 5ms/step
Epoch 861/5000
124/124 - 1s - loss: 0.2069 - auc: 0.9686 - val_loss: 0.2212 - val_auc: 0.9730 - 679ms/epoch - 5ms/step
Epoch 862/5000
124/124 - 1s - loss: 0.2181 - auc: 0.9655 - val_loss: 0.2001 - val_auc: 0.9719 - 624ms/epoch - 5ms/step
Epoch 863/5000
124/124 - 1s - loss: 0.2141 - auc: 0.9664 - val_loss: 0.2000 - val_auc: 0.9708 - 680ms/epoch - 5ms/step
Epoch 864/5000
124/124 - 1s - loss: 0.2150 - auc: 0.9652 - val_loss: 0.2627 - val_auc: 0.9685 - 675ms/epoch - 5ms/step
Epoch 865/5000
124/124 - 1s - loss: 0.2172 - auc: 0.9657 - val_loss: 0.2434 - val_auc: 0.9704 - 621ms/epoch - 5ms/step
Epoch 866/5000
124/124 - 1s - loss: 0.2063 - auc: 0.9696 - val_loss: 0.2302 - val_auc: 0.9677 - 672ms/epoch - 5ms/step
Epoch 867/5000
124/124 - 1s - loss: 0.2340 - auc: 0.9601 - val_loss: 0.1947 - val_auc: 0.9723 - 622ms/epoch - 5ms/step
Epoch 868/5000
124/124 - 1s - loss: 0.2108 - auc: 0.9671 - val_loss: 0.2588 - val_auc: 0.9726 - 673ms/epoch - 5ms/step
Epoch 869/5000
124/124 - 1s - loss: 0.2114 - auc: 0.9671 - val_loss: 0.1984 - val_auc: 0.9717 - 618ms/epoch - 5ms/step
Epoch 870/5000
124/124 - 1s - loss: 0.2163 - auc: 0.9664 - val_loss: 0.1953 - val_auc: 0.9734 - 601ms/epoch - 5ms/step
Epoch 871/5000
124/124 - 1s - loss: 0.2197 - auc: 0.9644 - val_loss: 0.2043 - val_auc: 0.9691 - 591ms/epoch - 5ms/step
Epoch 872/5000
124/124 - 1s - loss: 0.2081 - auc: 0.9684 - val_loss: 0.2119 - val_auc: 0.9657 - 678ms/epoch - 5ms/step
Epoch 873/5000
124/124 - 1s - loss: 0.2171 - auc: 0.9653 - val_loss: 0.2299 - val_auc: 0.9727 - 623ms/epoch - 5ms/step
Epoch 874/5000
124/124 - 1s - loss: 0.2104 - auc: 0.9676 - val_loss: 0.2319 - val_auc: 0.9701 - 681ms/epoch - 5ms/step
Epoch 875/5000
124/124 - 1s - loss: 0.2117 - auc: 0.9667 - val_loss: 0.2022 - val_auc: 0.9711 - 626ms/epoch - 5ms/step
Epoch 876/5000
124/124 - 1s - loss: 0.2099 - auc: 0.9686 - val_loss: 0.2281 - val_auc: 0.9691 - 679ms/epoch - 5ms/step
Epoch 877/5000
124/124 - 1s - loss: 0.2110 - auc: 0.9682 - val_loss: 0.2164 - val_auc: 0.9668 - 622ms/epoch - 5ms/step
Epoch 878/5000
124/124 - 1s - loss: 0.2142 - auc: 0.9663 - val_loss: 0.2139 - val_auc: 0.9707 - 689ms/epoch - 6ms/step
Epoch 879/5000
124/124 - 1s - loss: 0.2166 - auc: 0.9667 - val_loss: 0.2252 - val_auc: 0.9630 - 675ms/epoch - 5ms/step
Epoch 880/5000
124/124 - 1s - loss: 0.2110 - auc: 0.9662 - val_loss: 0.2032 - val_auc: 0.9722 - 613ms/epoch - 5ms/step
Epoch 881/5000
124/124 - 1s - loss: 0.2249 - auc: 0.9629 - val_loss: 0.2531 - val_auc: 0.9731 - 672ms/epoch - 5ms/step
Epoch 882/5000
124/124 - 1s - loss: 0.2246 - auc: 0.9617 - val_loss: 0.2016 - val_auc: 0.9718 - 626ms/epoch - 5ms/step
Epoch 883/5000
124/124 - 1s - loss: 0.2087 - auc: 0.9685 - val_loss: 0.1950 - val_auc: 0.9736 - 682ms/epoch - 5ms/step
Epoch 884/5000
124/124 - 1s - loss: 0.2095 - auc: 0.9681 - val_loss: 0.2171 - val_auc: 0.9709 - 687ms/epoch - 6ms/step
Epoch 885/5000
124/124 - 1s - loss: 0.2155 - auc: 0.9652 - val_loss: 0.1967 - val_auc: 0.9725 - 623ms/epoch - 5ms/step
Epoch 886/5000
124/124 - 1s - loss: 0.2099 - auc: 0.9678 - val_loss: 0.1951 - val_auc: 0.9729 - 679ms/epoch - 5ms/step
Epoch 887/5000
124/124 - 1s - loss: 0.2097 - auc: 0.9687 - val_loss: 0.2051 - val_auc: 0.9721 - 617ms/epoch - 5ms/step
Epoch 888/5000
124/124 - 1s - loss: 0.2183 - auc: 0.9647 - val_loss: 0.2025 - val_auc: 0.9713 - 667ms/epoch - 5ms/step
Epoch 889/5000
124/124 - 1s - loss: 0.2091 - auc: 0.9683 - val_loss: 0.1939 - val_auc: 0.9740 - 628ms/epoch - 5ms/step
Epoch 890/5000
124/124 - 1s - loss: 0.2100 - auc: 0.9684 - val_loss: 0.2262 - val_auc: 0.9705 - 673ms/epoch - 5ms/step
Epoch 891/5000
124/124 - 1s - loss: 0.2094 - auc: 0.9681 - val_loss: 0.2044 - val_auc: 0.9713 - 621ms/epoch - 5ms/step
Epoch 892/5000
124/124 - 1s - loss: 0.2090 - auc: 0.9689 - val_loss: 0.2039 - val_auc: 0.9691 - 676ms/epoch - 5ms/step
Epoch 893/5000
124/124 - 1s - loss: 0.2134 - auc: 0.9671 - val_loss: 0.1939 - val_auc: 0.9728 - 624ms/epoch - 5ms/step
Epoch 894/5000
124/124 - 1s - loss: 0.2140 - auc: 0.9670 - val_loss: 0.2113 - val_auc: 0.9710 - 665ms/epoch - 5ms/step
Epoch 895/5000
124/124 - 1s - loss: 0.2124 - auc: 0.9664 - val_loss: 0.2226 - val_auc: 0.9706 - 613ms/epoch - 5ms/step
Epoch 896/5000
124/124 - 1s - loss: 0.2125 - auc: 0.9676 - val_loss: 0.1988 - val_auc: 0.9713 - 614ms/epoch - 5ms/step
Epoch 897/5000
124/124 - 1s - loss: 0.2174 - auc: 0.9652 - val_loss: 0.2626 - val_auc: 0.9701 - 664ms/epoch - 5ms/step
Epoch 898/5000
124/124 - 1s - loss: 0.2238 - auc: 0.9634 - val_loss: 0.2360 - val_auc: 0.9686 - 602ms/epoch - 5ms/step
Epoch 899/5000
124/124 - 1s - loss: 0.2124 - auc: 0.9667 - val_loss: 0.2058 - val_auc: 0.9702 - 613ms/epoch - 5ms/step
Epoch 900/5000
124/124 - 1s - loss: 0.2142 - auc: 0.9654 - val_loss: 0.2056 - val_auc: 0.9749 - 707ms/epoch - 6ms/step
Epoch 901/5000
124/124 - 1s - loss: 0.2079 - auc: 0.9690 - val_loss: 0.2050 - val_auc: 0.9706 - 784ms/epoch - 6ms/step
Epoch 902/5000
124/124 - 1s - loss: 0.2087 - auc: 0.9681 - val_loss: 0.1946 - val_auc: 0.9724 - 895ms/epoch - 7ms/step
Epoch 903/5000
124/124 - 1s - loss: 0.2099 - auc: 0.9680 - val_loss: 0.2094 - val_auc: 0.9724 - 690ms/epoch - 6ms/step
Epoch 904/5000
124/124 - 1s - loss: 0.2149 - auc: 0.9672 - val_loss: 0.2162 - val_auc: 0.9676 - 613ms/epoch - 5ms/step
Epoch 905/5000
124/124 - 1s - loss: 0.2220 - auc: 0.9645 - val_loss: 0.2048 - val_auc: 0.9696 - 616ms/epoch - 5ms/step
Epoch 906/5000
124/124 - 1s - loss: 0.2072 - auc: 0.9683 - val_loss: 0.1993 - val_auc: 0.9729 - 672ms/epoch - 5ms/step
Epoch 907/5000
124/124 - 1s - loss: 0.2073 - auc: 0.9695 - val_loss: 0.2086 - val_auc: 0.9711 - 618ms/epoch - 5ms/step
Epoch 908/5000
124/124 - 1s - loss: 0.2124 - auc: 0.9661 - val_loss: 0.2275 - val_auc: 0.9667 - 673ms/epoch - 5ms/step
Epoch 909/5000
124/124 - 1s - loss: 0.2132 - auc: 0.9660 - val_loss: 0.1956 - val_auc: 0.9730 - 603ms/epoch - 5ms/step
Epoch 910/5000
124/124 - 1s - loss: 0.2088 - auc: 0.9685 - val_loss: 0.2279 - val_auc: 0.9715 - 599ms/epoch - 5ms/step
Epoch 911/5000
124/124 - 1s - loss: 0.2129 - auc: 0.9672 - val_loss: 0.2041 - val_auc: 0.9716 - 604ms/epoch - 5ms/step
Epoch 912/5000
124/124 - 1s - loss: 0.2061 - auc: 0.9690 - val_loss: 0.1991 - val_auc: 0.9710 - 612ms/epoch - 5ms/step
Epoch 913/5000
124/124 - 1s - loss: 0.2099 - auc: 0.9673 - val_loss: 0.2014 - val_auc: 0.9712 - 599ms/epoch - 5ms/step
Epoch 914/5000
124/124 - 1s - loss: 0.2122 - auc: 0.9659 - val_loss: 0.2028 - val_auc: 0.9699 - 655ms/epoch - 5ms/step
Epoch 915/5000
124/124 - 1s - loss: 0.2103 - auc: 0.9674 - val_loss: 0.2110 - val_auc: 0.9731 - 607ms/epoch - 5ms/step
Epoch 916/5000
124/124 - 1s - loss: 0.2137 - auc: 0.9668 - val_loss: 0.2049 - val_auc: 0.9690 - 611ms/epoch - 5ms/step
Epoch 917/5000
124/124 - 1s - loss: 0.2132 - auc: 0.9671 - val_loss: 0.1950 - val_auc: 0.9728 - 605ms/epoch - 5ms/step
Epoch 918/5000
124/124 - 1s - loss: 0.2167 - auc: 0.9660 - val_loss: 0.2054 - val_auc: 0.9691 - 602ms/epoch - 5ms/step
Epoch 919/5000
124/124 - 1s - loss: 0.2095 - auc: 0.9670 - val_loss: 0.1953 - val_auc: 0.9735 - 614ms/epoch - 5ms/step
Epoch 920/5000
124/124 - 1s - loss: 0.2129 - auc: 0.9663 - val_loss: 0.1983 - val_auc: 0.9718 - 605ms/epoch - 5ms/step
Epoch 921/5000
124/124 - 1s - loss: 0.2281 - auc: 0.9614 - val_loss: 0.1951 - val_auc: 0.9735 - 607ms/epoch - 5ms/step
Epoch 922/5000
124/124 - 1s - loss: 0.2065 - auc: 0.9692 - val_loss: 0.2115 - val_auc: 0.9731 - 607ms/epoch - 5ms/step
Epoch 923/5000
124/124 - 1s - loss: 0.2062 - auc: 0.9698 - val_loss: 0.1981 - val_auc: 0.9733 - 598ms/epoch - 5ms/step
Epoch 924/5000
124/124 - 1s - loss: 0.2276 - auc: 0.9618 - val_loss: 0.2048 - val_auc: 0.9693 - 602ms/epoch - 5ms/step
Epoch 925/5000
124/124 - 1s - loss: 0.2520 - auc: 0.9535 - val_loss: 0.2215 - val_auc: 0.9647 - 606ms/epoch - 5ms/step
Epoch 926/5000
124/124 - 1s - loss: 0.2170 - auc: 0.9655 - val_loss: 0.2007 - val_auc: 0.9712 - 609ms/epoch - 5ms/step
Epoch 927/5000
124/124 - 1s - loss: 0.2157 - auc: 0.9655 - val_loss: 0.2030 - val_auc: 0.9712 - 608ms/epoch - 5ms/step
Epoch 928/5000
124/124 - 1s - loss: 0.2053 - auc: 0.9698 - val_loss: 0.1981 - val_auc: 0.9719 - 609ms/epoch - 5ms/step
Epoch 929/5000
124/124 - 1s - loss: 0.2112 - auc: 0.9673 - val_loss: 0.1975 - val_auc: 0.9725 - 608ms/epoch - 5ms/step
Epoch 930/5000
124/124 - 1s - loss: 0.2193 - auc: 0.9639 - val_loss: 0.2029 - val_auc: 0.9711 - 612ms/epoch - 5ms/step
Epoch 931/5000
124/124 - 1s - loss: 0.2103 - auc: 0.9680 - val_loss: 0.2089 - val_auc: 0.9728 - 659ms/epoch - 5ms/step
Epoch 932/5000
124/124 - 1s - loss: 0.2117 - auc: 0.9663 - val_loss: 0.2023 - val_auc: 0.9708 - 605ms/epoch - 5ms/step
Epoch 933/5000
124/124 - 1s - loss: 0.2106 - auc: 0.9683 - val_loss: 0.1956 - val_auc: 0.9731 - 617ms/epoch - 5ms/step
Epoch 934/5000
124/124 - 1s - loss: 0.2111 - auc: 0.9666 - val_loss: 0.2004 - val_auc: 0.9712 - 664ms/epoch - 5ms/step
Epoch 935/5000
124/124 - 1s - loss: 0.2078 - auc: 0.9691 - val_loss: 0.1969 - val_auc: 0.9734 - 607ms/epoch - 5ms/step
Epoch 936/5000
124/124 - 1s - loss: 0.2111 - auc: 0.9666 - val_loss: 0.2093 - val_auc: 0.9718 - 607ms/epoch - 5ms/step
Epoch 937/5000
124/124 - 1s - loss: 0.2112 - auc: 0.9672 - val_loss: 0.2031 - val_auc: 0.9690 - 610ms/epoch - 5ms/step
Epoch 938/5000
124/124 - 1s - loss: 0.2090 - auc: 0.9680 - val_loss: 0.2059 - val_auc: 0.9729 - 604ms/epoch - 5ms/step
Epoch 939/5000
124/124 - 1s - loss: 0.2163 - auc: 0.9666 - val_loss: 0.2013 - val_auc: 0.9730 - 599ms/epoch - 5ms/step
Epoch 940/5000
124/124 - 1s - loss: 0.2164 - auc: 0.9653 - val_loss: 0.1996 - val_auc: 0.9723 - 605ms/epoch - 5ms/step
Epoch 941/5000
124/124 - 1s - loss: 0.2122 - auc: 0.9672 - val_loss: 0.2286 - val_auc: 0.9724 - 610ms/epoch - 5ms/step
Epoch 942/5000
124/124 - 1s - loss: 0.2191 - auc: 0.9643 - val_loss: 0.1979 - val_auc: 0.9720 - 604ms/epoch - 5ms/step
Epoch 943/5000
124/124 - 1s - loss: 0.2099 - auc: 0.9681 - val_loss: 0.1971 - val_auc: 0.9714 - 604ms/epoch - 5ms/step
Epoch 944/5000
124/124 - 1s - loss: 0.2243 - auc: 0.9630 - val_loss: 0.2074 - val_auc: 0.9678 - 613ms/epoch - 5ms/step
Epoch 945/5000
124/124 - 1s - loss: 0.2129 - auc: 0.9676 - val_loss: 0.1994 - val_auc: 0.9706 - 663ms/epoch - 5ms/step
Epoch 946/5000
124/124 - 1s - loss: 0.2164 - auc: 0.9665 - val_loss: 0.2254 - val_auc: 0.9734 - 608ms/epoch - 5ms/step
Epoch 947/5000
124/124 - 1s - loss: 0.2155 - auc: 0.9659 - val_loss: 0.2042 - val_auc: 0.9719 - 619ms/epoch - 5ms/step
Epoch 948/5000
124/124 - 1s - loss: 0.2095 - auc: 0.9682 - val_loss: 0.1943 - val_auc: 0.9740 - 676ms/epoch - 5ms/step
Epoch 949/5000
124/124 - 1s - loss: 0.2112 - auc: 0.9673 - val_loss: 0.2325 - val_auc: 0.9707 - 626ms/epoch - 5ms/step
Epoch 950/5000
124/124 - 1s - loss: 0.2228 - auc: 0.9633 - val_loss: 0.2251 - val_auc: 0.9690 - 664ms/epoch - 5ms/step
Epoch 951/5000
124/124 - 1s - loss: 0.2132 - auc: 0.9661 - val_loss: 0.2280 - val_auc: 0.9742 - 627ms/epoch - 5ms/step
Epoch 952/5000
124/124 - 1s - loss: 0.2395 - auc: 0.9563 - val_loss: 0.2774 - val_auc: 0.9669 - 673ms/epoch - 5ms/step
Epoch 953/5000
124/124 - 1s - loss: 0.2160 - auc: 0.9666 - val_loss: 0.2040 - val_auc: 0.9708 - 622ms/epoch - 5ms/step
Epoch 954/5000
124/124 - 1s - loss: 0.2058 - auc: 0.9698 - val_loss: 0.2208 - val_auc: 0.9746 - 674ms/epoch - 5ms/step
Epoch 955/5000
124/124 - 1s - loss: 0.2142 - auc: 0.9661 - val_loss: 0.2007 - val_auc: 0.9700 - 611ms/epoch - 5ms/step
Epoch 956/5000
124/124 - 1s - loss: 0.2085 - auc: 0.9686 - val_loss: 0.2158 - val_auc: 0.9724 - 610ms/epoch - 5ms/step
Epoch 957/5000
124/124 - 1s - loss: 0.2144 - auc: 0.9669 - val_loss: 0.2029 - val_auc: 0.9733 - 603ms/epoch - 5ms/step
Epoch 958/5000
124/124 - 1s - loss: 0.2088 - auc: 0.9688 - val_loss: 0.1927 - val_auc: 0.9755 - 612ms/epoch - 5ms/step
Epoch 959/5000
124/124 - 1s - loss: 0.2097 - auc: 0.9669 - val_loss: 0.2059 - val_auc: 0.9696 - 613ms/epoch - 5ms/step
Epoch 960/5000
124/124 - 1s - loss: 0.2061 - auc: 0.9685 - val_loss: 0.2131 - val_auc: 0.9692 - 606ms/epoch - 5ms/step
Epoch 961/5000
124/124 - 1s - loss: 0.2193 - auc: 0.9626 - val_loss: 0.1985 - val_auc: 0.9715 - 656ms/epoch - 5ms/step
Epoch 962/5000
124/124 - 1s - loss: 0.2122 - auc: 0.9668 - val_loss: 0.2196 - val_auc: 0.9713 - 608ms/epoch - 5ms/step
Epoch 963/5000
124/124 - 1s - loss: 0.2109 - auc: 0.9670 - val_loss: 0.1989 - val_auc: 0.9729 - 607ms/epoch - 5ms/step
Epoch 964/5000
124/124 - 1s - loss: 0.2169 - auc: 0.9648 - val_loss: 0.1993 - val_auc: 0.9710 - 615ms/epoch - 5ms/step
Epoch 965/5000
124/124 - 1s - loss: 0.2118 - auc: 0.9672 - val_loss: 0.2073 - val_auc: 0.9687 - 595ms/epoch - 5ms/step
Epoch 966/5000
124/124 - 1s - loss: 0.2168 - auc: 0.9648 - val_loss: 0.2012 - val_auc: 0.9712 - 667ms/epoch - 5ms/step
Epoch 967/5000
124/124 - 1s - loss: 0.2097 - auc: 0.9690 - val_loss: 0.2009 - val_auc: 0.9706 - 610ms/epoch - 5ms/step
Epoch 968/5000
124/124 - 1s - loss: 0.2147 - auc: 0.9658 - val_loss: 0.2020 - val_auc: 0.9715 - 604ms/epoch - 5ms/step
Epoch 969/5000
124/124 - 1s - loss: 0.2106 - auc: 0.9682 - val_loss: 0.2055 - val_auc: 0.9720 - 601ms/epoch - 5ms/step
Epoch 970/5000
124/124 - 1s - loss: 0.2159 - auc: 0.9661 - val_loss: 0.2093 - val_auc: 0.9701 - 611ms/epoch - 5ms/step
Epoch 971/5000
124/124 - 1s - loss: 0.2112 - auc: 0.9677 - val_loss: 0.2029 - val_auc: 0.9715 - 658ms/epoch - 5ms/step
Epoch 972/5000
124/124 - 1s - loss: 0.2109 - auc: 0.9684 - val_loss: 0.1910 - val_auc: 0.9746 - 599ms/epoch - 5ms/step
Epoch 973/5000
124/124 - 1s - loss: 0.2212 - auc: 0.9648 - val_loss: 0.1985 - val_auc: 0.9722 - 604ms/epoch - 5ms/step
Epoch 974/5000
124/124 - 1s - loss: 0.2211 - auc: 0.9634 - val_loss: 0.1939 - val_auc: 0.9734 - 593ms/epoch - 5ms/step
Epoch 975/5000
124/124 - 1s - loss: 0.2132 - auc: 0.9679 - val_loss: 0.2062 - val_auc: 0.9713 - 601ms/epoch - 5ms/step
Epoch 976/5000
124/124 - 1s - loss: 0.2091 - auc: 0.9679 - val_loss: 0.2172 - val_auc: 0.9731 - 596ms/epoch - 5ms/step
Epoch 977/5000
124/124 - 1s - loss: 0.2067 - auc: 0.9691 - val_loss: 0.1963 - val_auc: 0.9732 - 608ms/epoch - 5ms/step
Epoch 978/5000
124/124 - 1s - loss: 0.2075 - auc: 0.9685 - val_loss: 0.2094 - val_auc: 0.9720 - 618ms/epoch - 5ms/step
Epoch 979/5000
124/124 - 1s - loss: 0.2225 - auc: 0.9645 - val_loss: 0.2878 - val_auc: 0.9677 - 669ms/epoch - 5ms/step
Epoch 980/5000
124/124 - 1s - loss: 0.2264 - auc: 0.9625 - val_loss: 0.2058 - val_auc: 0.9710 - 613ms/epoch - 5ms/step
Epoch 981/5000
124/124 - 1s - loss: 0.2206 - auc: 0.9649 - val_loss: 0.2000 - val_auc: 0.9713 - 617ms/epoch - 5ms/step
Epoch 982/5000
124/124 - 1s - loss: 0.2212 - auc: 0.9642 - val_loss: 0.2055 - val_auc: 0.9700 - 599ms/epoch - 5ms/step
Epoch 983/5000
124/124 - 1s - loss: 0.2104 - auc: 0.9685 - val_loss: 0.2755 - val_auc: 0.9696 - 659ms/epoch - 5ms/step
Epoch 984/5000
124/124 - 1s - loss: 0.2128 - auc: 0.9682 - val_loss: 0.1996 - val_auc: 0.9706 - 600ms/epoch - 5ms/step
Epoch 985/5000
124/124 - 1s - loss: 0.2104 - auc: 0.9670 - val_loss: 0.1940 - val_auc: 0.9729 - 603ms/epoch - 5ms/step
Epoch 986/5000
124/124 - 1s - loss: 0.2122 - auc: 0.9684 - val_loss: 0.2132 - val_auc: 0.9682 - 599ms/epoch - 5ms/step
Epoch 987/5000
124/124 - 1s - loss: 0.2139 - auc: 0.9665 - val_loss: 0.1943 - val_auc: 0.9734 - 604ms/epoch - 5ms/step
Epoch 988/5000
124/124 - 1s - loss: 0.2070 - auc: 0.9693 - val_loss: 0.1969 - val_auc: 0.9733 - 600ms/epoch - 5ms/step
Epoch 989/5000
124/124 - 1s - loss: 0.2104 - auc: 0.9666 - val_loss: 0.2048 - val_auc: 0.9721 - 604ms/epoch - 5ms/step
Epoch 990/5000
124/124 - 1s - loss: 0.2100 - auc: 0.9684 - val_loss: 0.1955 - val_auc: 0.9745 - 601ms/epoch - 5ms/step
Epoch 991/5000
124/124 - 1s - loss: 0.2173 - auc: 0.9645 - val_loss: 0.2082 - val_auc: 0.9708 - 602ms/epoch - 5ms/step
Epoch 992/5000
124/124 - 1s - loss: 0.2136 - auc: 0.9663 - val_loss: 0.2147 - val_auc: 0.9702 - 610ms/epoch - 5ms/step
Epoch 993/5000
124/124 - 1s - loss: 0.2125 - auc: 0.9668 - val_loss: 0.1950 - val_auc: 0.9739 - 611ms/epoch - 5ms/step
Epoch 994/5000
124/124 - 1s - loss: 0.2111 - auc: 0.9676 - val_loss: 0.1938 - val_auc: 0.9728 - 601ms/epoch - 5ms/step
Epoch 995/5000
124/124 - 1s - loss: 0.2110 - auc: 0.9671 - val_loss: 0.2060 - val_auc: 0.9708 - 605ms/epoch - 5ms/step
Epoch 996/5000
124/124 - 1s - loss: 0.2076 - auc: 0.9693 - val_loss: 0.1976 - val_auc: 0.9728 - 601ms/epoch - 5ms/step
Epoch 997/5000
124/124 - 1s - loss: 0.2126 - auc: 0.9669 - val_loss: 0.2236 - val_auc: 0.9672 - 601ms/epoch - 5ms/step
Epoch 998/5000
124/124 - 1s - loss: 0.2188 - auc: 0.9651 - val_loss: 0.2185 - val_auc: 0.9682 - 595ms/epoch - 5ms/step
Epoch 999/5000
124/124 - 1s - loss: 0.2217 - auc: 0.9647 - val_loss: 0.2239 - val_auc: 0.9733 - 616ms/epoch - 5ms/step
Epoch 1000/5000
124/124 - 1s - loss: 0.2125 - auc: 0.9672 - val_loss: 0.2091 - val_auc: 0.9719 - 653ms/epoch - 5ms/step
Epoch 1001/5000
124/124 - 1s - loss: 0.2171 - auc: 0.9651 - val_loss: 0.2358 - val_auc: 0.9707 - 600ms/epoch - 5ms/step
Epoch 1002/5000
124/124 - 1s - loss: 0.2096 - auc: 0.9680 - val_loss: 0.1973 - val_auc: 0.9722 - 606ms/epoch - 5ms/step
Epoch 1003/5000
124/124 - 1s - loss: 0.2089 - auc: 0.9686 - val_loss: 0.2027 - val_auc: 0.9730 - 608ms/epoch - 5ms/step
Epoch 1004/5000
124/124 - 1s - loss: 0.2082 - auc: 0.9684 - val_loss: 0.2196 - val_auc: 0.9658 - 609ms/epoch - 5ms/step
Epoch 1005/5000
124/124 - 1s - loss: 0.2103 - auc: 0.9680 - val_loss: 0.2069 - val_auc: 0.9710 - 664ms/epoch - 5ms/step
Epoch 1006/5000
124/124 - 1s - loss: 0.2092 - auc: 0.9679 - val_loss: 0.2016 - val_auc: 0.9709 - 616ms/epoch - 5ms/step
Epoch 1007/5000
124/124 - 1s - loss: 0.2124 - auc: 0.9671 - val_loss: 0.2154 - val_auc: 0.9740 - 608ms/epoch - 5ms/step
Epoch 1008/5000
124/124 - 1s - loss: 0.2114 - auc: 0.9680 - val_loss: 0.2038 - val_auc: 0.9729 - 609ms/epoch - 5ms/step
Epoch 1009/5000
124/124 - 1s - loss: 0.2130 - auc: 0.9670 - val_loss: 0.2123 - val_auc: 0.9677 - 605ms/epoch - 5ms/step
Epoch 1010/5000
124/124 - 1s - loss: 0.2211 - auc: 0.9645 - val_loss: 0.2067 - val_auc: 0.9713 - 603ms/epoch - 5ms/step
Epoch 1011/5000
124/124 - 1s - loss: 0.2127 - auc: 0.9676 - val_loss: 0.1984 - val_auc: 0.9720 - 609ms/epoch - 5ms/step
Epoch 1012/5000
124/124 - 1s - loss: 0.2126 - auc: 0.9664 - val_loss: 0.2110 - val_auc: 0.9688 - 613ms/epoch - 5ms/step
Epoch 1013/5000
124/124 - 1s - loss: 0.2125 - auc: 0.9663 - val_loss: 0.2101 - val_auc: 0.9707 - 616ms/epoch - 5ms/step
Epoch 1014/5000
124/124 - 1s - loss: 0.2092 - auc: 0.9696 - val_loss: 0.2064 - val_auc: 0.9731 - 652ms/epoch - 5ms/step
Epoch 1015/5000
124/124 - 1s - loss: 0.2145 - auc: 0.9663 - val_loss: 0.2076 - val_auc: 0.9697 - 608ms/epoch - 5ms/step
Epoch 1016/5000
124/124 - 1s - loss: 0.2140 - auc: 0.9675 - val_loss: 0.2176 - val_auc: 0.9707 - 607ms/epoch - 5ms/step
Epoch 1017/5000
124/124 - 1s - loss: 0.2092 - auc: 0.9683 - val_loss: 0.2222 - val_auc: 0.9730 - 605ms/epoch - 5ms/step
Epoch 1018/5000
124/124 - 1s - loss: 0.2158 - auc: 0.9659 - val_loss: 0.1947 - val_auc: 0.9729 - 606ms/epoch - 5ms/step
Epoch 1019/5000
124/124 - 1s - loss: 0.2097 - auc: 0.9670 - val_loss: 0.2031 - val_auc: 0.9703 - 602ms/epoch - 5ms/step
Epoch 1020/5000
124/124 - 1s - loss: 0.2103 - auc: 0.9674 - val_loss: 0.2167 - val_auc: 0.9724 - 656ms/epoch - 5ms/step
Epoch 1021/5000
124/124 - 1s - loss: 0.2100 - auc: 0.9690 - val_loss: 0.1924 - val_auc: 0.9746 - 608ms/epoch - 5ms/step
Epoch 1022/5000
124/124 - 1s - loss: 0.2108 - auc: 0.9675 - val_loss: 0.2247 - val_auc: 0.9748 - 604ms/epoch - 5ms/step
Epoch 1023/5000
124/124 - 1s - loss: 0.2043 - auc: 0.9697 - val_loss: 0.1944 - val_auc: 0.9735 - 607ms/epoch - 5ms/step
Epoch 1024/5000
124/124 - 1s - loss: 0.2047 - auc: 0.9699 - val_loss: 0.2026 - val_auc: 0.9730 - 604ms/epoch - 5ms/step
Epoch 1025/5000
124/124 - 1s - loss: 0.2178 - auc: 0.9653 - val_loss: 0.2373 - val_auc: 0.9724 - 602ms/epoch - 5ms/step
Epoch 1026/5000
124/124 - 1s - loss: 0.2137 - auc: 0.9661 - val_loss: 0.1948 - val_auc: 0.9724 - 605ms/epoch - 5ms/step
Epoch 1027/5000
124/124 - 1s - loss: 0.2151 - auc: 0.9652 - val_loss: 0.2124 - val_auc: 0.9659 - 656ms/epoch - 5ms/step
Epoch 1028/5000
124/124 - 1s - loss: 0.2106 - auc: 0.9680 - val_loss: 0.2077 - val_auc: 0.9682 - 544ms/epoch - 4ms/step
Epoch 1029/5000
124/124 - 1s - loss: 0.2123 - auc: 0.9659 - val_loss: 0.1985 - val_auc: 0.9715 - 655ms/epoch - 5ms/step
Epoch 1030/5000
124/124 - 1s - loss: 0.2061 - auc: 0.9695 - val_loss: 0.2063 - val_auc: 0.9718 - 607ms/epoch - 5ms/step
Epoch 1031/5000
124/124 - 1s - loss: 0.2143 - auc: 0.9657 - val_loss: 0.1983 - val_auc: 0.9732 - 601ms/epoch - 5ms/step
Epoch 1032/5000
124/124 - 1s - loss: 0.2134 - auc: 0.9653 - val_loss: 0.2009 - val_auc: 0.9710 - 607ms/epoch - 5ms/step
Epoch 1033/5000
124/124 - 1s - loss: 0.2064 - auc: 0.9688 - val_loss: 0.1937 - val_auc: 0.9739 - 611ms/epoch - 5ms/step
Epoch 1034/5000
124/124 - 1s - loss: 0.2110 - auc: 0.9674 - val_loss: 0.1943 - val_auc: 0.9730 - 599ms/epoch - 5ms/step
Epoch 1035/5000
124/124 - 1s - loss: 0.2181 - auc: 0.9642 - val_loss: 0.2085 - val_auc: 0.9714 - 659ms/epoch - 5ms/step
Epoch 1036/5000
124/124 - 1s - loss: 0.2109 - auc: 0.9660 - val_loss: 0.1973 - val_auc: 0.9738 - 608ms/epoch - 5ms/step
Epoch 1037/5000
124/124 - 1s - loss: 0.2181 - auc: 0.9644 - val_loss: 0.2480 - val_auc: 0.9723 - 605ms/epoch - 5ms/step
Epoch 1038/5000
124/124 - 1s - loss: 0.2224 - auc: 0.9635 - val_loss: 0.2145 - val_auc: 0.9701 - 597ms/epoch - 5ms/step
Epoch 1039/5000
124/124 - 1s - loss: 0.2100 - auc: 0.9689 - val_loss: 0.2002 - val_auc: 0.9715 - 606ms/epoch - 5ms/step
Epoch 1040/5000
124/124 - 1s - loss: 0.2124 - auc: 0.9676 - val_loss: 0.2049 - val_auc: 0.9719 - 610ms/epoch - 5ms/step
Epoch 1041/5000
124/124 - 1s - loss: 0.2112 - auc: 0.9671 - val_loss: 0.2076 - val_auc: 0.9714 - 609ms/epoch - 5ms/step
Epoch 1042/5000
124/124 - 1s - loss: 0.2095 - auc: 0.9684 - val_loss: 0.2565 - val_auc: 0.9725 - 609ms/epoch - 5ms/step
Epoch 1043/5000
124/124 - 1s - loss: 0.2126 - auc: 0.9675 - val_loss: 0.1987 - val_auc: 0.9716 - 618ms/epoch - 5ms/step
Epoch 1044/5000
124/124 - 1s - loss: 0.2089 - auc: 0.9680 - val_loss: 0.2006 - val_auc: 0.9735 - 658ms/epoch - 5ms/step
Epoch 1045/5000
124/124 - 1s - loss: 0.2077 - auc: 0.9685 - val_loss: 0.2261 - val_auc: 0.9709 - 629ms/epoch - 5ms/step
Epoch 1046/5000
124/124 - 1s - loss: 0.2095 - auc: 0.9680 - val_loss: 0.2069 - val_auc: 0.9693 - 668ms/epoch - 5ms/step
Epoch 1047/5000
124/124 - 1s - loss: 0.2089 - auc: 0.9681 - val_loss: 0.1995 - val_auc: 0.9719 - 628ms/epoch - 5ms/step
Epoch 1048/5000
124/124 - 1s - loss: 0.2152 - auc: 0.9669 - val_loss: 0.2110 - val_auc: 0.9713 - 683ms/epoch - 6ms/step
Epoch 1049/5000
124/124 - 1s - loss: 0.2092 - auc: 0.9685 - val_loss: 0.1976 - val_auc: 0.9746 - 679ms/epoch - 5ms/step
Epoch 1050/5000
124/124 - 1s - loss: 0.2242 - auc: 0.9642 - val_loss: 0.2020 - val_auc: 0.9732 - 608ms/epoch - 5ms/step
Epoch 1051/5000
124/124 - 1s - loss: 0.2137 - auc: 0.9677 - val_loss: 0.2860 - val_auc: 0.9717 - 619ms/epoch - 5ms/step
Epoch 1052/5000
124/124 - 1s - loss: 0.2120 - auc: 0.9677 - val_loss: 0.2103 - val_auc: 0.9699 - 605ms/epoch - 5ms/step
Epoch 1053/5000
124/124 - 1s - loss: 0.2219 - auc: 0.9633 - val_loss: 0.2080 - val_auc: 0.9670 - 600ms/epoch - 5ms/step
Epoch 1054/5000
124/124 - 1s - loss: 0.2108 - auc: 0.9671 - val_loss: 0.2054 - val_auc: 0.9728 - 649ms/epoch - 5ms/step
Epoch 1055/5000
124/124 - 1s - loss: 0.2070 - auc: 0.9694 - val_loss: 0.2035 - val_auc: 0.9736 - 548ms/epoch - 4ms/step
Epoch 1056/5000
124/124 - 1s - loss: 0.2133 - auc: 0.9665 - val_loss: 0.2171 - val_auc: 0.9736 - 601ms/epoch - 5ms/step
Epoch 1057/5000
124/124 - 1s - loss: 0.2060 - auc: 0.9687 - val_loss: 0.2025 - val_auc: 0.9704 - 608ms/epoch - 5ms/step
Epoch 1058/5000
124/124 - 1s - loss: 0.2091 - auc: 0.9677 - val_loss: 0.2163 - val_auc: 0.9684 - 606ms/epoch - 5ms/step
Epoch 1059/5000
124/124 - 1s - loss: 0.2145 - auc: 0.9656 - val_loss: 0.2027 - val_auc: 0.9718 - 600ms/epoch - 5ms/step
Epoch 1060/5000
124/124 - 1s - loss: 0.2201 - auc: 0.9640 - val_loss: 0.2944 - val_auc: 0.9692 - 604ms/epoch - 5ms/step
Epoch 1061/5000
124/124 - 1s - loss: 0.2171 - auc: 0.9650 - val_loss: 0.1965 - val_auc: 0.9730 - 607ms/epoch - 5ms/step
Epoch 1062/5000
124/124 - 1s - loss: 0.2088 - auc: 0.9685 - val_loss: 0.2297 - val_auc: 0.9707 - 599ms/epoch - 5ms/step
Epoch 1063/5000
124/124 - 1s - loss: 0.2101 - auc: 0.9680 - val_loss: 0.1989 - val_auc: 0.9717 - 667ms/epoch - 5ms/step
Epoch 1064/5000
124/124 - 1s - loss: 0.2094 - auc: 0.9683 - val_loss: 0.2124 - val_auc: 0.9724 - 600ms/epoch - 5ms/step
Epoch 1065/5000
124/124 - 1s - loss: 0.2121 - auc: 0.9670 - val_loss: 0.1992 - val_auc: 0.9721 - 608ms/epoch - 5ms/step
Epoch 1066/5000
124/124 - 1s - loss: 0.2161 - auc: 0.9672 - val_loss: 0.1977 - val_auc: 0.9738 - 607ms/epoch - 5ms/step
Epoch 1067/5000
124/124 - 1s - loss: 0.2080 - auc: 0.9689 - val_loss: 0.2051 - val_auc: 0.9694 - 601ms/epoch - 5ms/step
Epoch 1068/5000
124/124 - 1s - loss: 0.2121 - auc: 0.9664 - val_loss: 0.1988 - val_auc: 0.9718 - 605ms/epoch - 5ms/step
Epoch 1069/5000
124/124 - 1s - loss: 0.2261 - auc: 0.9624 - val_loss: 0.2040 - val_auc: 0.9758 - 659ms/epoch - 5ms/step
Epoch 1070/5000
124/124 - 1s - loss: 0.2096 - auc: 0.9683 - val_loss: 0.2017 - val_auc: 0.9725 - 613ms/epoch - 5ms/step
Epoch 1071/5000
124/124 - 1s - loss: 0.2115 - auc: 0.9673 - val_loss: 0.1932 - val_auc: 0.9743 - 602ms/epoch - 5ms/step
Epoch 1072/5000
124/124 - 1s - loss: 0.2162 - auc: 0.9640 - val_loss: 0.2317 - val_auc: 0.9727 - 610ms/epoch - 5ms/step
Epoch 1073/5000
124/124 - 1s - loss: 0.2177 - auc: 0.9665 - val_loss: 0.1922 - val_auc: 0.9747 - 659ms/epoch - 5ms/step
Epoch 1074/5000
124/124 - 1s - loss: 0.2104 - auc: 0.9679 - val_loss: 0.2431 - val_auc: 0.9687 - 614ms/epoch - 5ms/step
Epoch 1075/5000
124/124 - 1s - loss: 0.2146 - auc: 0.9662 - val_loss: 0.2121 - val_auc: 0.9699 - 609ms/epoch - 5ms/step
Epoch 1076/5000
124/124 - 1s - loss: 0.2236 - auc: 0.9649 - val_loss: 0.2044 - val_auc: 0.9703 - 675ms/epoch - 5ms/step
Epoch 1077/5000
124/124 - 1s - loss: 0.2166 - auc: 0.9667 - val_loss: 0.2115 - val_auc: 0.9718 - 620ms/epoch - 5ms/step
Epoch 1078/5000
124/124 - 1s - loss: 0.2159 - auc: 0.9666 - val_loss: 0.2061 - val_auc: 0.9688 - 609ms/epoch - 5ms/step
Epoch 1079/5000
124/124 - 1s - loss: 0.2120 - auc: 0.9688 - val_loss: 0.2021 - val_auc: 0.9720 - 606ms/epoch - 5ms/step
Epoch 1080/5000
124/124 - 1s - loss: 0.2108 - auc: 0.9686 - val_loss: 0.2109 - val_auc: 0.9719 - 609ms/epoch - 5ms/step
Epoch 1081/5000
124/124 - 1s - loss: 0.2148 - auc: 0.9659 - val_loss: 0.1997 - val_auc: 0.9722 - 607ms/epoch - 5ms/step
Epoch 1082/5000
124/124 - 1s - loss: 0.2072 - auc: 0.9682 - val_loss: 0.2224 - val_auc: 0.9700 - 600ms/epoch - 5ms/step
Epoch 1083/5000
124/124 - 1s - loss: 0.2228 - auc: 0.9634 - val_loss: 0.1951 - val_auc: 0.9729 - 601ms/epoch - 5ms/step
Epoch 1084/5000
124/124 - 1s - loss: 0.2080 - auc: 0.9691 - val_loss: 0.2009 - val_auc: 0.9734 - 609ms/epoch - 5ms/step
Epoch 1085/5000
124/124 - 1s - loss: 0.2171 - auc: 0.9647 - val_loss: 0.2321 - val_auc: 0.9726 - 601ms/epoch - 5ms/step
Epoch 1086/5000
124/124 - 1s - loss: 0.2130 - auc: 0.9672 - val_loss: 0.2083 - val_auc: 0.9678 - 658ms/epoch - 5ms/step
Epoch 1087/5000
124/124 - 1s - loss: 0.2091 - auc: 0.9689 - val_loss: 0.1993 - val_auc: 0.9720 - 610ms/epoch - 5ms/step
Epoch 1088/5000
124/124 - 1s - loss: 0.2059 - auc: 0.9691 - val_loss: 0.1942 - val_auc: 0.9729 - 610ms/epoch - 5ms/step
Epoch 1089/5000
124/124 - 1s - loss: 0.2066 - auc: 0.9688 - val_loss: 0.2138 - val_auc: 0.9704 - 608ms/epoch - 5ms/step
Epoch 1090/5000
124/124 - 1s - loss: 0.2202 - auc: 0.9645 - val_loss: 0.1992 - val_auc: 0.9736 - 602ms/epoch - 5ms/step
Epoch 1091/5000
124/124 - 1s - loss: 0.2163 - auc: 0.9661 - val_loss: 0.1950 - val_auc: 0.9741 - 662ms/epoch - 5ms/step
Epoch 1092/5000
124/124 - 1s - loss: 0.2124 - auc: 0.9672 - val_loss: 0.1995 - val_auc: 0.9729 - 610ms/epoch - 5ms/step
Epoch 1093/5000
124/124 - 1s - loss: 0.2214 - auc: 0.9637 - val_loss: 0.2079 - val_auc: 0.9716 - 601ms/epoch - 5ms/step
Epoch 1094/5000
124/124 - 1s - loss: 0.2150 - auc: 0.9672 - val_loss: 0.2200 - val_auc: 0.9719 - 686ms/epoch - 6ms/step
Epoch 1095/5000
124/124 - 1s - loss: 0.2187 - auc: 0.9666 - val_loss: 0.2091 - val_auc: 0.9700 - 787ms/epoch - 6ms/step
Epoch 1096/5000
124/124 - 1s - loss: 0.2076 - auc: 0.9686 - val_loss: 0.1999 - val_auc: 0.9731 - 817ms/epoch - 7ms/step
Epoch 1097/5000
124/124 - 1s - loss: 0.2150 - auc: 0.9666 - val_loss: 0.2113 - val_auc: 0.9707 - 684ms/epoch - 6ms/step
Epoch 1098/5000
124/124 - 1s - loss: 0.2035 - auc: 0.9707 - val_loss: 0.1953 - val_auc: 0.9717 - 610ms/epoch - 5ms/step
Epoch 1099/5000
124/124 - 1s - loss: 0.2141 - auc: 0.9655 - val_loss: 0.2569 - val_auc: 0.9718 - 624ms/epoch - 5ms/step
Epoch 1100/5000
124/124 - 1s - loss: 0.2080 - auc: 0.9687 - val_loss: 0.2036 - val_auc: 0.9737 - 690ms/epoch - 6ms/step
Epoch 1101/5000
124/124 - 1s - loss: 0.2079 - auc: 0.9687 - val_loss: 0.2004 - val_auc: 0.9716 - 665ms/epoch - 5ms/step
Epoch 1102/5000
124/124 - 1s - loss: 0.2109 - auc: 0.9671 - val_loss: 0.1974 - val_auc: 0.9732 - 614ms/epoch - 5ms/step
Epoch 1103/5000
124/124 - 1s - loss: 0.2118 - auc: 0.9679 - val_loss: 0.1984 - val_auc: 0.9755 - 615ms/epoch - 5ms/step
Epoch 1104/5000
124/124 - 1s - loss: 0.2102 - auc: 0.9686 - val_loss: 0.2040 - val_auc: 0.9714 - 676ms/epoch - 5ms/step
Epoch 1105/5000
124/124 - 1s - loss: 0.2199 - auc: 0.9644 - val_loss: 0.2007 - val_auc: 0.9723 - 622ms/epoch - 5ms/step
Epoch 1106/5000
124/124 - 1s - loss: 0.2082 - auc: 0.9696 - val_loss: 0.2009 - val_auc: 0.9729 - 666ms/epoch - 5ms/step
Epoch 1107/5000
124/124 - 1s - loss: 0.2192 - auc: 0.9653 - val_loss: 0.1923 - val_auc: 0.9733 - 622ms/epoch - 5ms/step
Epoch 1108/5000
124/124 - 1s - loss: 0.2104 - auc: 0.9688 - val_loss: 0.2055 - val_auc: 0.9703 - 679ms/epoch - 5ms/step
Epoch 1109/5000
124/124 - 1s - loss: 0.2079 - auc: 0.9691 - val_loss: 0.1944 - val_auc: 0.9737 - 618ms/epoch - 5ms/step
Epoch 1110/5000
124/124 - 1s - loss: 0.2063 - auc: 0.9698 - val_loss: 0.2021 - val_auc: 0.9722 - 673ms/epoch - 5ms/step
Epoch 1111/5000
124/124 - 1s - loss: 0.2068 - auc: 0.9695 - val_loss: 0.2053 - val_auc: 0.9725 - 625ms/epoch - 5ms/step
Epoch 1112/5000
124/124 - 1s - loss: 0.2076 - auc: 0.9691 - val_loss: 0.2001 - val_auc: 0.9725 - 674ms/epoch - 5ms/step
Epoch 1113/5000
124/124 - 1s - loss: 0.2120 - auc: 0.9680 - val_loss: 0.2053 - val_auc: 0.9716 - 607ms/epoch - 5ms/step
Epoch 1114/5000
124/124 - 1s - loss: 0.2165 - auc: 0.9670 - val_loss: 0.1998 - val_auc: 0.9729 - 672ms/epoch - 5ms/step
Epoch 1115/5000
124/124 - 1s - loss: 0.2079 - auc: 0.9693 - val_loss: 0.2001 - val_auc: 0.9733 - 628ms/epoch - 5ms/step
Epoch 1116/5000
124/124 - 1s - loss: 0.2180 - auc: 0.9649 - val_loss: 0.2351 - val_auc: 0.9688 - 676ms/epoch - 5ms/step
Epoch 1117/5000
124/124 - 1s - loss: 0.2131 - auc: 0.9675 - val_loss: 0.2066 - val_auc: 0.9732 - 606ms/epoch - 5ms/step
Epoch 1118/5000
124/124 - 1s - loss: 0.2038 - auc: 0.9698 - val_loss: 0.1947 - val_auc: 0.9726 - 672ms/epoch - 5ms/step
Epoch 1119/5000
124/124 - 1s - loss: 0.2075 - auc: 0.9693 - val_loss: 0.2103 - val_auc: 0.9713 - 610ms/epoch - 5ms/step
Epoch 1120/5000
124/124 - 1s - loss: 0.2117 - auc: 0.9677 - val_loss: 0.1977 - val_auc: 0.9735 - 608ms/epoch - 5ms/step
Epoch 1121/5000
124/124 - 1s - loss: 0.2091 - auc: 0.9679 - val_loss: 0.3172 - val_auc: 0.9687 - 619ms/epoch - 5ms/step
Epoch 1122/5000
124/124 - 1s - loss: 0.2137 - auc: 0.9658 - val_loss: 0.2311 - val_auc: 0.9718 - 623ms/epoch - 5ms/step
Epoch 1123/5000
124/124 - 1s - loss: 0.2095 - auc: 0.9684 - val_loss: 0.2146 - val_auc: 0.9704 - 626ms/epoch - 5ms/step
Epoch 1124/5000
124/124 - 1s - loss: 0.2110 - auc: 0.9677 - val_loss: 0.1981 - val_auc: 0.9736 - 615ms/epoch - 5ms/step
Epoch 1125/5000
124/124 - 1s - loss: 0.2074 - auc: 0.9684 - val_loss: 0.2006 - val_auc: 0.9714 - 615ms/epoch - 5ms/step
Epoch 1126/5000
124/124 - 1s - loss: 0.2116 - auc: 0.9674 - val_loss: 0.2375 - val_auc: 0.9679 - 745ms/epoch - 6ms/step
Epoch 1127/5000
124/124 - 1s - loss: 0.2115 - auc: 0.9681 - val_loss: 0.1968 - val_auc: 0.9731 - 557ms/epoch - 4ms/step
Epoch 1128/5000
124/124 - 1s - loss: 0.2051 - auc: 0.9700 - val_loss: 0.2300 - val_auc: 0.9706 - 671ms/epoch - 5ms/step
Epoch 1129/5000
124/124 - 1s - loss: 0.2150 - auc: 0.9676 - val_loss: 0.2072 - val_auc: 0.9690 - 612ms/epoch - 5ms/step
Epoch 1130/5000
124/124 - 1s - loss: 0.2107 - auc: 0.9685 - val_loss: 0.2173 - val_auc: 0.9752 - 615ms/epoch - 5ms/step
Epoch 1131/5000
124/124 - 1s - loss: 0.2099 - auc: 0.9681 - val_loss: 0.2000 - val_auc: 0.9731 - 684ms/epoch - 6ms/step
Epoch 1132/5000
124/124 - 1s - loss: 0.2094 - auc: 0.9684 - val_loss: 0.2522 - val_auc: 0.9717 - 672ms/epoch - 5ms/step
Epoch 1133/5000
124/124 - 1s - loss: 0.2112 - auc: 0.9672 - val_loss: 0.2075 - val_auc: 0.9697 - 620ms/epoch - 5ms/step
Epoch 1134/5000
124/124 - 1s - loss: 0.2174 - auc: 0.9650 - val_loss: 0.2013 - val_auc: 0.9700 - 685ms/epoch - 6ms/step
Epoch 1135/5000
124/124 - 1s - loss: 0.2116 - auc: 0.9658 - val_loss: 0.2024 - val_auc: 0.9712 - 616ms/epoch - 5ms/step
Epoch 1136/5000
124/124 - 1s - loss: 0.2055 - auc: 0.9697 - val_loss: 0.2126 - val_auc: 0.9707 - 677ms/epoch - 5ms/step
Epoch 1137/5000
124/124 - 1s - loss: 0.2064 - auc: 0.9693 - val_loss: 0.2048 - val_auc: 0.9714 - 628ms/epoch - 5ms/step
Epoch 1138/5000
124/124 - 1s - loss: 0.2114 - auc: 0.9683 - val_loss: 0.1930 - val_auc: 0.9760 - 635ms/epoch - 5ms/step
Epoch 1139/5000
124/124 - 1s - loss: 0.2022 - auc: 0.9713 - val_loss: 0.2090 - val_auc: 0.9714 - 699ms/epoch - 6ms/step
Epoch 1140/5000
124/124 - 1s - loss: 0.2028 - auc: 0.9708 - val_loss: 0.2013 - val_auc: 0.9719 - 673ms/epoch - 5ms/step
Epoch 1141/5000
124/124 - 1s - loss: 0.2056 - auc: 0.9699 - val_loss: 0.2144 - val_auc: 0.9704 - 683ms/epoch - 6ms/step
Epoch 1142/5000
124/124 - 1s - loss: 0.2086 - auc: 0.9688 - val_loss: 0.2027 - val_auc: 0.9695 - 631ms/epoch - 5ms/step
Epoch 1143/5000
124/124 - 1s - loss: 0.2064 - auc: 0.9702 - val_loss: 0.2068 - val_auc: 0.9698 - 696ms/epoch - 6ms/step
Epoch 1144/5000
124/124 - 1s - loss: 0.2081 - auc: 0.9681 - val_loss: 0.2010 - val_auc: 0.9728 - 683ms/epoch - 6ms/step
Epoch 1145/5000
124/124 - 1s - loss: 0.2093 - auc: 0.9688 - val_loss: 0.1954 - val_auc: 0.9722 - 619ms/epoch - 5ms/step
Epoch 1146/5000
124/124 - 1s - loss: 0.2023 - auc: 0.9703 - val_loss: 0.2216 - val_auc: 0.9645 - 678ms/epoch - 5ms/step
Epoch 1147/5000
124/124 - 1s - loss: 0.2110 - auc: 0.9676 - val_loss: 0.2032 - val_auc: 0.9715 - 618ms/epoch - 5ms/step
Epoch 1148/5000
124/124 - 1s - loss: 0.2147 - auc: 0.9660 - val_loss: 0.1986 - val_auc: 0.9729 - 674ms/epoch - 5ms/step
Epoch 1149/5000
124/124 - 1s - loss: 0.2078 - auc: 0.9679 - val_loss: 0.2145 - val_auc: 0.9730 - 621ms/epoch - 5ms/step
Epoch 1150/5000
124/124 - 1s - loss: 0.2205 - auc: 0.9644 - val_loss: 0.2171 - val_auc: 0.9688 - 671ms/epoch - 5ms/step
Epoch 1151/5000
124/124 - 1s - loss: 0.2085 - auc: 0.9683 - val_loss: 0.1988 - val_auc: 0.9739 - 616ms/epoch - 5ms/step
Epoch 1152/5000
124/124 - 1s - loss: 0.2116 - auc: 0.9681 - val_loss: 0.2113 - val_auc: 0.9716 - 672ms/epoch - 5ms/step
Epoch 1153/5000
124/124 - 1s - loss: 0.1980 - auc: 0.9731 - val_loss: 0.2060 - val_auc: 0.9714 - 626ms/epoch - 5ms/step
Epoch 1154/5000
124/124 - 1s - loss: 0.2123 - auc: 0.9671 - val_loss: 0.2051 - val_auc: 0.9747 - 693ms/epoch - 6ms/step
Epoch 1155/5000
124/124 - 1s - loss: 0.2041 - auc: 0.9698 - val_loss: 0.1997 - val_auc: 0.9727 - 604ms/epoch - 5ms/step
Epoch 1156/5000
124/124 - 1s - loss: 0.2088 - auc: 0.9682 - val_loss: 0.2024 - val_auc: 0.9713 - 672ms/epoch - 5ms/step
Epoch 1157/5000
124/124 - 1s - loss: 0.2048 - auc: 0.9704 - val_loss: 0.1999 - val_auc: 0.9724 - 622ms/epoch - 5ms/step
Epoch 1158/5000
124/124 - 1s - loss: 0.2032 - auc: 0.9709 - val_loss: 0.2091 - val_auc: 0.9754 - 669ms/epoch - 5ms/step
Epoch 1159/5000
124/124 - 1s - loss: 0.2097 - auc: 0.9681 - val_loss: 0.2147 - val_auc: 0.9709 - 618ms/epoch - 5ms/step
Epoch 1160/5000
124/124 - 1s - loss: 0.2075 - auc: 0.9690 - val_loss: 0.2015 - val_auc: 0.9740 - 668ms/epoch - 5ms/step
Epoch 1161/5000
124/124 - 1s - loss: 0.2068 - auc: 0.9689 - val_loss: 0.2243 - val_auc: 0.9694 - 624ms/epoch - 5ms/step
Epoch 1162/5000
124/124 - 1s - loss: 0.2157 - auc: 0.9664 - val_loss: 0.2010 - val_auc: 0.9731 - 673ms/epoch - 5ms/step
Epoch 1163/5000
124/124 - 1s - loss: 0.2069 - auc: 0.9679 - val_loss: 0.1998 - val_auc: 0.9704 - 619ms/epoch - 5ms/step
Epoch 1164/5000
124/124 - 1s - loss: 0.2031 - auc: 0.9708 - val_loss: 0.2250 - val_auc: 0.9703 - 614ms/epoch - 5ms/step
Epoch 1165/5000
124/124 - 1s - loss: 0.2148 - auc: 0.9676 - val_loss: 0.2014 - val_auc: 0.9705 - 670ms/epoch - 5ms/step
Epoch 1166/5000
124/124 - 1s - loss: 0.2047 - auc: 0.9694 - val_loss: 0.2362 - val_auc: 0.9739 - 617ms/epoch - 5ms/step
Epoch 1167/5000
124/124 - 1s - loss: 0.2079 - auc: 0.9687 - val_loss: 0.1866 - val_auc: 0.9756 - 688ms/epoch - 6ms/step
Epoch 1168/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9729 - val_loss: 0.1929 - val_auc: 0.9732 - 687ms/epoch - 6ms/step
Epoch 1169/5000
124/124 - 1s - loss: 0.2037 - auc: 0.9701 - val_loss: 0.1988 - val_auc: 0.9717 - 685ms/epoch - 6ms/step
Epoch 1170/5000
124/124 - 1s - loss: 0.2081 - auc: 0.9702 - val_loss: 0.2066 - val_auc: 0.9713 - 633ms/epoch - 5ms/step
Epoch 1171/5000
124/124 - 1s - loss: 0.2098 - auc: 0.9674 - val_loss: 0.1918 - val_auc: 0.9753 - 666ms/epoch - 5ms/step
Epoch 1172/5000
124/124 - 1s - loss: 0.2050 - auc: 0.9697 - val_loss: 0.1916 - val_auc: 0.9749 - 616ms/epoch - 5ms/step
Epoch 1173/5000
124/124 - 1s - loss: 0.2087 - auc: 0.9672 - val_loss: 0.2093 - val_auc: 0.9748 - 623ms/epoch - 5ms/step
Epoch 1174/5000
124/124 - 1s - loss: 0.2049 - auc: 0.9697 - val_loss: 0.2692 - val_auc: 0.9702 - 620ms/epoch - 5ms/step
Epoch 1175/5000
124/124 - 1s - loss: 0.2275 - auc: 0.9613 - val_loss: 0.1993 - val_auc: 0.9720 - 621ms/epoch - 5ms/step
Epoch 1176/5000
124/124 - 1s - loss: 0.2048 - auc: 0.9691 - val_loss: 0.1942 - val_auc: 0.9755 - 664ms/epoch - 5ms/step
Epoch 1177/5000
124/124 - 1s - loss: 0.2075 - auc: 0.9696 - val_loss: 0.1952 - val_auc: 0.9726 - 618ms/epoch - 5ms/step
Epoch 1178/5000
124/124 - 1s - loss: 0.2018 - auc: 0.9713 - val_loss: 0.2099 - val_auc: 0.9748 - 676ms/epoch - 5ms/step
Epoch 1179/5000
124/124 - 1s - loss: 0.2091 - auc: 0.9681 - val_loss: 0.1882 - val_auc: 0.9767 - 621ms/epoch - 5ms/step
Epoch 1180/5000
124/124 - 1s - loss: 0.2057 - auc: 0.9691 - val_loss: 0.2150 - val_auc: 0.9707 - 687ms/epoch - 6ms/step
Epoch 1181/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9725 - val_loss: 0.1984 - val_auc: 0.9731 - 679ms/epoch - 5ms/step
Epoch 1182/5000
124/124 - 1s - loss: 0.2039 - auc: 0.9700 - val_loss: 0.1991 - val_auc: 0.9728 - 617ms/epoch - 5ms/step
Epoch 1183/5000
124/124 - 1s - loss: 0.2054 - auc: 0.9696 - val_loss: 0.2586 - val_auc: 0.9712 - 675ms/epoch - 5ms/step
Epoch 1184/5000
124/124 - 1s - loss: 0.2194 - auc: 0.9639 - val_loss: 0.1996 - val_auc: 0.9692 - 612ms/epoch - 5ms/step
Epoch 1185/5000
124/124 - 1s - loss: 0.2007 - auc: 0.9712 - val_loss: 0.2071 - val_auc: 0.9725 - 623ms/epoch - 5ms/step
Epoch 1186/5000
124/124 - 1s - loss: 0.2046 - auc: 0.9702 - val_loss: 0.2272 - val_auc: 0.9698 - 659ms/epoch - 5ms/step
Epoch 1187/5000
124/124 - 1s - loss: 0.2137 - auc: 0.9658 - val_loss: 0.1903 - val_auc: 0.9764 - 634ms/epoch - 5ms/step
Epoch 1188/5000
124/124 - 1s - loss: 0.2046 - auc: 0.9697 - val_loss: 0.2043 - val_auc: 0.9753 - 659ms/epoch - 5ms/step
Epoch 1189/5000
124/124 - 1s - loss: 0.2059 - auc: 0.9690 - val_loss: 0.1925 - val_auc: 0.9753 - 616ms/epoch - 5ms/step
Epoch 1190/5000
124/124 - 1s - loss: 0.2073 - auc: 0.9684 - val_loss: 0.2042 - val_auc: 0.9690 - 618ms/epoch - 5ms/step
Epoch 1191/5000
124/124 - 1s - loss: 0.2068 - auc: 0.9703 - val_loss: 0.1954 - val_auc: 0.9719 - 673ms/epoch - 5ms/step
Epoch 1192/5000
124/124 - 1s - loss: 0.2029 - auc: 0.9702 - val_loss: 0.2085 - val_auc: 0.9717 - 627ms/epoch - 5ms/step
Epoch 1193/5000
124/124 - 1s - loss: 0.2126 - auc: 0.9677 - val_loss: 0.2166 - val_auc: 0.9680 - 678ms/epoch - 5ms/step
Epoch 1194/5000
124/124 - 1s - loss: 0.2050 - auc: 0.9699 - val_loss: 0.1919 - val_auc: 0.9732 - 672ms/epoch - 5ms/step
Epoch 1195/5000
124/124 - 1s - loss: 0.2065 - auc: 0.9688 - val_loss: 0.2039 - val_auc: 0.9728 - 629ms/epoch - 5ms/step
Epoch 1196/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9723 - val_loss: 0.1866 - val_auc: 0.9752 - 673ms/epoch - 5ms/step
Epoch 1197/5000
124/124 - 1s - loss: 0.2021 - auc: 0.9706 - val_loss: 0.1931 - val_auc: 0.9742 - 622ms/epoch - 5ms/step
Epoch 1198/5000
124/124 - 1s - loss: 0.1989 - auc: 0.9716 - val_loss: 0.2287 - val_auc: 0.9714 - 669ms/epoch - 5ms/step
Epoch 1199/5000
124/124 - 1s - loss: 0.2091 - auc: 0.9690 - val_loss: 0.1957 - val_auc: 0.9726 - 624ms/epoch - 5ms/step
Epoch 1200/5000
124/124 - 1s - loss: 0.2027 - auc: 0.9703 - val_loss: 0.1878 - val_auc: 0.9746 - 672ms/epoch - 5ms/step
Epoch 1201/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9710 - val_loss: 0.2083 - val_auc: 0.9701 - 619ms/epoch - 5ms/step
Epoch 1202/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9711 - val_loss: 0.2021 - val_auc: 0.9746 - 613ms/epoch - 5ms/step
Epoch 1203/5000
124/124 - 1s - loss: 0.2017 - auc: 0.9712 - val_loss: 0.1886 - val_auc: 0.9764 - 666ms/epoch - 5ms/step
Epoch 1204/5000
124/124 - 1s - loss: 0.2011 - auc: 0.9702 - val_loss: 0.1995 - val_auc: 0.9718 - 623ms/epoch - 5ms/step
Epoch 1205/5000
124/124 - 1s - loss: 0.2014 - auc: 0.9703 - val_loss: 0.1873 - val_auc: 0.9755 - 670ms/epoch - 5ms/step
Epoch 1206/5000
124/124 - 1s - loss: 0.2028 - auc: 0.9697 - val_loss: 0.1975 - val_auc: 0.9745 - 620ms/epoch - 5ms/step
Epoch 1207/5000
124/124 - 1s - loss: 0.2072 - auc: 0.9685 - val_loss: 0.2047 - val_auc: 0.9743 - 677ms/epoch - 5ms/step
Epoch 1208/5000
124/124 - 1s - loss: 0.2020 - auc: 0.9707 - val_loss: 0.2189 - val_auc: 0.9736 - 625ms/epoch - 5ms/step
Epoch 1209/5000
124/124 - 1s - loss: 0.2043 - auc: 0.9701 - val_loss: 0.2001 - val_auc: 0.9713 - 672ms/epoch - 5ms/step
Epoch 1210/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9704 - val_loss: 0.2082 - val_auc: 0.9726 - 624ms/epoch - 5ms/step
Epoch 1211/5000
124/124 - 1s - loss: 0.2055 - auc: 0.9693 - val_loss: 0.2072 - val_auc: 0.9762 - 675ms/epoch - 5ms/step
Epoch 1212/5000
124/124 - 1s - loss: 0.2022 - auc: 0.9705 - val_loss: 0.1845 - val_auc: 0.9767 - 623ms/epoch - 5ms/step
Epoch 1213/5000
124/124 - 1s - loss: 0.2025 - auc: 0.9700 - val_loss: 0.1922 - val_auc: 0.9747 - 733ms/epoch - 6ms/step
Epoch 1214/5000
124/124 - 1s - loss: 0.2170 - auc: 0.9649 - val_loss: 0.1941 - val_auc: 0.9734 - 624ms/epoch - 5ms/step
Epoch 1215/5000
124/124 - 1s - loss: 0.2027 - auc: 0.9713 - val_loss: 0.1914 - val_auc: 0.9750 - 630ms/epoch - 5ms/step
Epoch 1216/5000
124/124 - 1s - loss: 0.2056 - auc: 0.9697 - val_loss: 0.2104 - val_auc: 0.9730 - 671ms/epoch - 5ms/step
Epoch 1217/5000
124/124 - 1s - loss: 0.1978 - auc: 0.9722 - val_loss: 0.2014 - val_auc: 0.9769 - 618ms/epoch - 5ms/step
Epoch 1218/5000
124/124 - 1s - loss: 0.2028 - auc: 0.9698 - val_loss: 0.1997 - val_auc: 0.9752 - 672ms/epoch - 5ms/step
Epoch 1219/5000
124/124 - 1s - loss: 0.2067 - auc: 0.9694 - val_loss: 0.1970 - val_auc: 0.9724 - 621ms/epoch - 5ms/step
Epoch 1220/5000
124/124 - 1s - loss: 0.2079 - auc: 0.9689 - val_loss: 0.1902 - val_auc: 0.9742 - 667ms/epoch - 5ms/step
Epoch 1221/5000
124/124 - 1s - loss: 0.1965 - auc: 0.9722 - val_loss: 0.1989 - val_auc: 0.9716 - 610ms/epoch - 5ms/step
Epoch 1222/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9706 - val_loss: 0.1964 - val_auc: 0.9718 - 617ms/epoch - 5ms/step
Epoch 1223/5000
124/124 - 1s - loss: 0.1998 - auc: 0.9713 - val_loss: 0.2026 - val_auc: 0.9743 - 663ms/epoch - 5ms/step
Epoch 1224/5000
124/124 - 1s - loss: 0.2093 - auc: 0.9687 - val_loss: 0.1985 - val_auc: 0.9776 - 618ms/epoch - 5ms/step
Epoch 1225/5000
124/124 - 1s - loss: 0.2149 - auc: 0.9650 - val_loss: 0.1937 - val_auc: 0.9734 - 621ms/epoch - 5ms/step
Epoch 1226/5000
124/124 - 1s - loss: 0.2196 - auc: 0.9660 - val_loss: 0.1897 - val_auc: 0.9749 - 678ms/epoch - 5ms/step
Epoch 1227/5000
124/124 - 1s - loss: 0.1997 - auc: 0.9719 - val_loss: 0.1916 - val_auc: 0.9739 - 674ms/epoch - 5ms/step
Epoch 1228/5000
124/124 - 1s - loss: 0.1988 - auc: 0.9719 - val_loss: 0.1868 - val_auc: 0.9770 - 625ms/epoch - 5ms/step
Epoch 1229/5000
124/124 - 1s - loss: 0.2002 - auc: 0.9715 - val_loss: 0.1961 - val_auc: 0.9755 - 675ms/epoch - 5ms/step
Epoch 1230/5000
124/124 - 1s - loss: 0.2023 - auc: 0.9704 - val_loss: 0.2001 - val_auc: 0.9725 - 697ms/epoch - 6ms/step
Epoch 1231/5000
124/124 - 1s - loss: 0.2034 - auc: 0.9702 - val_loss: 0.2144 - val_auc: 0.9724 - 701ms/epoch - 6ms/step
Epoch 1232/5000
124/124 - 1s - loss: 0.2212 - auc: 0.9647 - val_loss: 0.1894 - val_auc: 0.9747 - 687ms/epoch - 6ms/step
Epoch 1233/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9729 - val_loss: 0.2001 - val_auc: 0.9710 - 651ms/epoch - 5ms/step
Epoch 1234/5000
124/124 - 1s - loss: 0.2079 - auc: 0.9687 - val_loss: 0.2072 - val_auc: 0.9721 - 680ms/epoch - 5ms/step
Epoch 1235/5000
124/124 - 1s - loss: 0.2023 - auc: 0.9712 - val_loss: 0.1898 - val_auc: 0.9763 - 689ms/epoch - 6ms/step
Epoch 1236/5000
124/124 - 1s - loss: 0.2000 - auc: 0.9713 - val_loss: 0.1939 - val_auc: 0.9754 - 691ms/epoch - 6ms/step
Epoch 1237/5000
124/124 - 1s - loss: 0.2030 - auc: 0.9702 - val_loss: 0.1935 - val_auc: 0.9747 - 679ms/epoch - 5ms/step
Epoch 1238/5000
124/124 - 1s - loss: 0.2009 - auc: 0.9716 - val_loss: 0.2064 - val_auc: 0.9730 - 629ms/epoch - 5ms/step
Epoch 1239/5000
124/124 - 1s - loss: 0.2069 - auc: 0.9694 - val_loss: 0.1927 - val_auc: 0.9739 - 680ms/epoch - 5ms/step
Epoch 1240/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9740 - val_loss: 0.1966 - val_auc: 0.9715 - 677ms/epoch - 5ms/step
Epoch 1241/5000
124/124 - 1s - loss: 0.2010 - auc: 0.9705 - val_loss: 0.1914 - val_auc: 0.9746 - 640ms/epoch - 5ms/step
Epoch 1242/5000
124/124 - 1s - loss: 0.1997 - auc: 0.9718 - val_loss: 0.1863 - val_auc: 0.9745 - 765ms/epoch - 6ms/step
Epoch 1243/5000
124/124 - 1s - loss: 0.1981 - auc: 0.9722 - val_loss: 0.1876 - val_auc: 0.9758 - 724ms/epoch - 6ms/step
Epoch 1244/5000
124/124 - 1s - loss: 0.2010 - auc: 0.9713 - val_loss: 0.2093 - val_auc: 0.9718 - 701ms/epoch - 6ms/step
Epoch 1245/5000
124/124 - 1s - loss: 0.2037 - auc: 0.9718 - val_loss: 0.1982 - val_auc: 0.9728 - 702ms/epoch - 6ms/step
Epoch 1246/5000
124/124 - 1s - loss: 0.2065 - auc: 0.9691 - val_loss: 0.1929 - val_auc: 0.9717 - 640ms/epoch - 5ms/step
Epoch 1247/5000
124/124 - 1s - loss: 0.2018 - auc: 0.9703 - val_loss: 0.1948 - val_auc: 0.9716 - 663ms/epoch - 5ms/step
Epoch 1248/5000
124/124 - 1s - loss: 0.2018 - auc: 0.9698 - val_loss: 0.1909 - val_auc: 0.9754 - 670ms/epoch - 5ms/step
Epoch 1249/5000
124/124 - 1s - loss: 0.2058 - auc: 0.9698 - val_loss: 0.2025 - val_auc: 0.9745 - 618ms/epoch - 5ms/step
Epoch 1250/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9712 - val_loss: 0.1905 - val_auc: 0.9745 - 626ms/epoch - 5ms/step
Epoch 1251/5000
124/124 - 1s - loss: 0.2076 - auc: 0.9683 - val_loss: 0.2242 - val_auc: 0.9748 - 670ms/epoch - 5ms/step
Epoch 1252/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9729 - val_loss: 0.2039 - val_auc: 0.9747 - 623ms/epoch - 5ms/step
Epoch 1253/5000
124/124 - 1s - loss: 0.2145 - auc: 0.9675 - val_loss: 0.2193 - val_auc: 0.9670 - 673ms/epoch - 5ms/step
Epoch 1254/5000
124/124 - 1s - loss: 0.2053 - auc: 0.9698 - val_loss: 0.2653 - val_auc: 0.9708 - 621ms/epoch - 5ms/step
Epoch 1255/5000
124/124 - 1s - loss: 0.2088 - auc: 0.9687 - val_loss: 0.1886 - val_auc: 0.9754 - 675ms/epoch - 5ms/step
Epoch 1256/5000
124/124 - 1s - loss: 0.1967 - auc: 0.9727 - val_loss: 0.1927 - val_auc: 0.9730 - 626ms/epoch - 5ms/step
Epoch 1257/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9731 - val_loss: 0.2039 - val_auc: 0.9710 - 672ms/epoch - 5ms/step
Epoch 1258/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9727 - val_loss: 0.1898 - val_auc: 0.9741 - 636ms/epoch - 5ms/step
Epoch 1259/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9740 - val_loss: 0.1924 - val_auc: 0.9749 - 640ms/epoch - 5ms/step
Epoch 1260/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9735 - val_loss: 0.2223 - val_auc: 0.9670 - 688ms/epoch - 6ms/step
Epoch 1261/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9706 - val_loss: 0.1905 - val_auc: 0.9756 - 689ms/epoch - 6ms/step
Epoch 1262/5000
124/124 - 1s - loss: 0.1999 - auc: 0.9715 - val_loss: 0.2073 - val_auc: 0.9723 - 676ms/epoch - 5ms/step
Epoch 1263/5000
124/124 - 1s - loss: 0.2093 - auc: 0.9688 - val_loss: 0.2439 - val_auc: 0.9702 - 622ms/epoch - 5ms/step
Epoch 1264/5000
124/124 - 1s - loss: 0.2056 - auc: 0.9685 - val_loss: 0.1945 - val_auc: 0.9725 - 675ms/epoch - 5ms/step
Epoch 1265/5000
124/124 - 1s - loss: 0.1992 - auc: 0.9716 - val_loss: 0.1982 - val_auc: 0.9724 - 622ms/epoch - 5ms/step
Epoch 1266/5000
124/124 - 1s - loss: 0.2020 - auc: 0.9714 - val_loss: 0.1871 - val_auc: 0.9752 - 674ms/epoch - 5ms/step
Epoch 1267/5000
124/124 - 1s - loss: 0.2004 - auc: 0.9709 - val_loss: 0.1962 - val_auc: 0.9706 - 672ms/epoch - 5ms/step
Epoch 1268/5000
124/124 - 1s - loss: 0.2032 - auc: 0.9715 - val_loss: 0.1861 - val_auc: 0.9763 - 626ms/epoch - 5ms/step
Epoch 1269/5000
124/124 - 1s - loss: 0.1980 - auc: 0.9724 - val_loss: 0.1958 - val_auc: 0.9725 - 619ms/epoch - 5ms/step
Epoch 1270/5000
124/124 - 1s - loss: 0.1989 - auc: 0.9715 - val_loss: 0.2067 - val_auc: 0.9731 - 677ms/epoch - 5ms/step
Epoch 1271/5000
124/124 - 1s - loss: 0.2064 - auc: 0.9707 - val_loss: 0.1938 - val_auc: 0.9727 - 620ms/epoch - 5ms/step
Epoch 1272/5000
124/124 - 1s - loss: 0.2134 - auc: 0.9664 - val_loss: 0.2106 - val_auc: 0.9677 - 679ms/epoch - 5ms/step
Epoch 1273/5000
124/124 - 1s - loss: 0.2004 - auc: 0.9721 - val_loss: 0.1879 - val_auc: 0.9728 - 621ms/epoch - 5ms/step
Epoch 1274/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9734 - val_loss: 0.1952 - val_auc: 0.9741 - 680ms/epoch - 5ms/step
Epoch 1275/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9732 - val_loss: 0.2106 - val_auc: 0.9692 - 619ms/epoch - 5ms/step
Epoch 1276/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9731 - val_loss: 0.2155 - val_auc: 0.9666 - 768ms/epoch - 6ms/step
Epoch 1277/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9716 - val_loss: 0.1971 - val_auc: 0.9745 - 783ms/epoch - 6ms/step
Epoch 1278/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9722 - val_loss: 0.2017 - val_auc: 0.9692 - 918ms/epoch - 7ms/step
Epoch 1279/5000
124/124 - 1s - loss: 0.2060 - auc: 0.9695 - val_loss: 0.2198 - val_auc: 0.9662 - 686ms/epoch - 6ms/step
Epoch 1280/5000
124/124 - 1s - loss: 0.1995 - auc: 0.9706 - val_loss: 0.1963 - val_auc: 0.9740 - 619ms/epoch - 5ms/step
Epoch 1281/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9744 - val_loss: 0.2068 - val_auc: 0.9709 - 675ms/epoch - 5ms/step
Epoch 1282/5000
124/124 - 1s - loss: 0.2098 - auc: 0.9683 - val_loss: 0.1883 - val_auc: 0.9767 - 622ms/epoch - 5ms/step
Epoch 1283/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9735 - val_loss: 0.2232 - val_auc: 0.9704 - 677ms/epoch - 5ms/step
Epoch 1284/5000
124/124 - 1s - loss: 0.2021 - auc: 0.9712 - val_loss: 0.1903 - val_auc: 0.9747 - 612ms/epoch - 5ms/step
Epoch 1285/5000
124/124 - 1s - loss: 0.2047 - auc: 0.9699 - val_loss: 0.1922 - val_auc: 0.9738 - 676ms/epoch - 5ms/step
Epoch 1286/5000
124/124 - 1s - loss: 0.2020 - auc: 0.9713 - val_loss: 0.1972 - val_auc: 0.9710 - 618ms/epoch - 5ms/step
Epoch 1287/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9727 - val_loss: 0.1907 - val_auc: 0.9753 - 614ms/epoch - 5ms/step
Epoch 1288/5000
124/124 - 1s - loss: 0.1997 - auc: 0.9711 - val_loss: 0.2073 - val_auc: 0.9736 - 666ms/epoch - 5ms/step
Epoch 1289/5000
124/124 - 1s - loss: 0.1960 - auc: 0.9720 - val_loss: 0.2063 - val_auc: 0.9694 - 604ms/epoch - 5ms/step
Epoch 1290/5000
124/124 - 1s - loss: 0.2019 - auc: 0.9711 - val_loss: 0.1905 - val_auc: 0.9741 - 614ms/epoch - 5ms/step
Epoch 1291/5000
124/124 - 1s - loss: 0.2049 - auc: 0.9684 - val_loss: 0.1899 - val_auc: 0.9737 - 673ms/epoch - 5ms/step
Epoch 1292/5000
124/124 - 1s - loss: 0.2012 - auc: 0.9708 - val_loss: 0.1939 - val_auc: 0.9722 - 632ms/epoch - 5ms/step
Epoch 1293/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9721 - val_loss: 0.2139 - val_auc: 0.9729 - 753ms/epoch - 6ms/step
Epoch 1294/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9736 - val_loss: 0.1978 - val_auc: 0.9724 - 634ms/epoch - 5ms/step
Epoch 1295/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9732 - val_loss: 0.2422 - val_auc: 0.9700 - 692ms/epoch - 6ms/step
Epoch 1296/5000
124/124 - 1s - loss: 0.2047 - auc: 0.9702 - val_loss: 0.2235 - val_auc: 0.9754 - 676ms/epoch - 5ms/step
Epoch 1297/5000
124/124 - 1s - loss: 0.2165 - auc: 0.9673 - val_loss: 0.2050 - val_auc: 0.9717 - 603ms/epoch - 5ms/step
Epoch 1298/5000
124/124 - 1s - loss: 0.2007 - auc: 0.9719 - val_loss: 0.1995 - val_auc: 0.9720 - 612ms/epoch - 5ms/step
Epoch 1299/5000
124/124 - 1s - loss: 0.1970 - auc: 0.9728 - val_loss: 0.1961 - val_auc: 0.9727 - 670ms/epoch - 5ms/step
Epoch 1300/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9732 - val_loss: 0.2038 - val_auc: 0.9736 - 613ms/epoch - 5ms/step
Epoch 1301/5000
124/124 - 1s - loss: 0.2057 - auc: 0.9696 - val_loss: 0.1967 - val_auc: 0.9749 - 610ms/epoch - 5ms/step
Epoch 1302/5000
124/124 - 1s - loss: 0.2106 - auc: 0.9669 - val_loss: 0.2427 - val_auc: 0.9681 - 605ms/epoch - 5ms/step
Epoch 1303/5000
124/124 - 1s - loss: 0.2097 - auc: 0.9685 - val_loss: 0.2005 - val_auc: 0.9732 - 663ms/epoch - 5ms/step
Epoch 1304/5000
124/124 - 1s - loss: 0.2167 - auc: 0.9650 - val_loss: 0.2251 - val_auc: 0.9695 - 606ms/epoch - 5ms/step
Epoch 1305/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9720 - val_loss: 0.1912 - val_auc: 0.9745 - 605ms/epoch - 5ms/step
Epoch 1306/5000
124/124 - 1s - loss: 0.2000 - auc: 0.9717 - val_loss: 0.1972 - val_auc: 0.9710 - 605ms/epoch - 5ms/step
Epoch 1307/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9727 - val_loss: 0.1928 - val_auc: 0.9730 - 609ms/epoch - 5ms/step
Epoch 1308/5000
124/124 - 1s - loss: 0.2012 - auc: 0.9711 - val_loss: 0.2311 - val_auc: 0.9711 - 668ms/epoch - 5ms/step
Epoch 1309/5000
124/124 - 1s - loss: 0.2004 - auc: 0.9716 - val_loss: 0.2063 - val_auc: 0.9718 - 613ms/epoch - 5ms/step
Epoch 1310/5000
124/124 - 1s - loss: 0.2016 - auc: 0.9706 - val_loss: 0.1979 - val_auc: 0.9734 - 610ms/epoch - 5ms/step
Epoch 1311/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9720 - val_loss: 0.1966 - val_auc: 0.9748 - 605ms/epoch - 5ms/step
Epoch 1312/5000
124/124 - 1s - loss: 0.1992 - auc: 0.9720 - val_loss: 0.1956 - val_auc: 0.9744 - 660ms/epoch - 5ms/step
Epoch 1313/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9738 - val_loss: 0.1962 - val_auc: 0.9704 - 611ms/epoch - 5ms/step
Epoch 1314/5000
124/124 - 1s - loss: 0.1981 - auc: 0.9716 - val_loss: 0.2009 - val_auc: 0.9715 - 609ms/epoch - 5ms/step
Epoch 1315/5000
124/124 - 1s - loss: 0.2044 - auc: 0.9699 - val_loss: 0.2262 - val_auc: 0.9667 - 609ms/epoch - 5ms/step
Epoch 1316/5000
124/124 - 1s - loss: 0.2132 - auc: 0.9664 - val_loss: 0.1942 - val_auc: 0.9746 - 660ms/epoch - 5ms/step
Epoch 1317/5000
124/124 - 1s - loss: 0.1996 - auc: 0.9714 - val_loss: 0.1954 - val_auc: 0.9732 - 611ms/epoch - 5ms/step
Epoch 1318/5000
124/124 - 1s - loss: 0.2054 - auc: 0.9684 - val_loss: 0.1862 - val_auc: 0.9758 - 610ms/epoch - 5ms/step
Epoch 1319/5000
124/124 - 1s - loss: 0.1974 - auc: 0.9726 - val_loss: 0.1940 - val_auc: 0.9714 - 674ms/epoch - 5ms/step
Epoch 1320/5000
124/124 - 1s - loss: 0.2030 - auc: 0.9700 - val_loss: 0.1997 - val_auc: 0.9689 - 621ms/epoch - 5ms/step
Epoch 1321/5000
124/124 - 1s - loss: 0.1993 - auc: 0.9717 - val_loss: 0.1923 - val_auc: 0.9735 - 676ms/epoch - 5ms/step
Epoch 1322/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9735 - val_loss: 0.2028 - val_auc: 0.9699 - 634ms/epoch - 5ms/step
Epoch 1323/5000
124/124 - 1s - loss: 0.1967 - auc: 0.9723 - val_loss: 0.1917 - val_auc: 0.9734 - 669ms/epoch - 5ms/step
Epoch 1324/5000
124/124 - 1s - loss: 0.1967 - auc: 0.9731 - val_loss: 0.2019 - val_auc: 0.9709 - 626ms/epoch - 5ms/step
Epoch 1325/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9733 - val_loss: 0.2091 - val_auc: 0.9742 - 684ms/epoch - 6ms/step
Epoch 1326/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9728 - val_loss: 0.1917 - val_auc: 0.9732 - 690ms/epoch - 6ms/step
Epoch 1327/5000
124/124 - 1s - loss: 0.1974 - auc: 0.9733 - val_loss: 0.2039 - val_auc: 0.9710 - 680ms/epoch - 5ms/step
Epoch 1328/5000
124/124 - 1s - loss: 0.2009 - auc: 0.9715 - val_loss: 0.2061 - val_auc: 0.9703 - 637ms/epoch - 5ms/step
Epoch 1329/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9726 - val_loss: 0.1997 - val_auc: 0.9734 - 640ms/epoch - 5ms/step
Epoch 1330/5000
124/124 - 1s - loss: 0.2005 - auc: 0.9717 - val_loss: 0.1931 - val_auc: 0.9739 - 672ms/epoch - 5ms/step
Epoch 1331/5000
124/124 - 1s - loss: 0.1970 - auc: 0.9726 - val_loss: 0.2126 - val_auc: 0.9718 - 626ms/epoch - 5ms/step
Epoch 1332/5000
124/124 - 1s - loss: 0.2051 - auc: 0.9688 - val_loss: 0.1913 - val_auc: 0.9720 - 672ms/epoch - 5ms/step
Epoch 1333/5000
124/124 - 1s - loss: 0.1998 - auc: 0.9720 - val_loss: 0.2298 - val_auc: 0.9737 - 680ms/epoch - 5ms/step
Epoch 1334/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9729 - val_loss: 0.2142 - val_auc: 0.9700 - 621ms/epoch - 5ms/step
Epoch 1335/5000
124/124 - 1s - loss: 0.1996 - auc: 0.9720 - val_loss: 0.2094 - val_auc: 0.9714 - 676ms/epoch - 5ms/step
Epoch 1336/5000
124/124 - 1s - loss: 0.1981 - auc: 0.9720 - val_loss: 0.1892 - val_auc: 0.9747 - 619ms/epoch - 5ms/step
Epoch 1337/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9722 - val_loss: 0.1934 - val_auc: 0.9741 - 607ms/epoch - 5ms/step
Epoch 1338/5000
124/124 - 1s - loss: 0.2042 - auc: 0.9703 - val_loss: 0.2236 - val_auc: 0.9694 - 667ms/epoch - 5ms/step
Epoch 1339/5000
124/124 - 1s - loss: 0.1996 - auc: 0.9721 - val_loss: 0.2673 - val_auc: 0.9731 - 619ms/epoch - 5ms/step
Epoch 1340/5000
124/124 - 1s - loss: 0.2149 - auc: 0.9678 - val_loss: 0.2031 - val_auc: 0.9686 - 619ms/epoch - 5ms/step
Epoch 1341/5000
124/124 - 1s - loss: 0.2069 - auc: 0.9700 - val_loss: 0.2039 - val_auc: 0.9750 - 669ms/epoch - 5ms/step
Epoch 1342/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9722 - val_loss: 0.2076 - val_auc: 0.9672 - 617ms/epoch - 5ms/step
Epoch 1343/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9712 - val_loss: 0.2126 - val_auc: 0.9727 - 664ms/epoch - 5ms/step
Epoch 1344/5000
124/124 - 1s - loss: 0.2024 - auc: 0.9712 - val_loss: 0.2104 - val_auc: 0.9681 - 610ms/epoch - 5ms/step
Epoch 1345/5000
124/124 - 1s - loss: 0.1982 - auc: 0.9719 - val_loss: 0.1957 - val_auc: 0.9718 - 612ms/epoch - 5ms/step
Epoch 1346/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9715 - val_loss: 0.1994 - val_auc: 0.9724 - 610ms/epoch - 5ms/step
Epoch 1347/5000
124/124 - 1s - loss: 0.1967 - auc: 0.9731 - val_loss: 0.2072 - val_auc: 0.9725 - 658ms/epoch - 5ms/step
Epoch 1348/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9745 - val_loss: 0.1924 - val_auc: 0.9726 - 608ms/epoch - 5ms/step
Epoch 1349/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9718 - val_loss: 0.2016 - val_auc: 0.9726 - 614ms/epoch - 5ms/step
Epoch 1350/5000
124/124 - 1s - loss: 0.1970 - auc: 0.9731 - val_loss: 0.1883 - val_auc: 0.9761 - 669ms/epoch - 5ms/step
Epoch 1351/5000
124/124 - 1s - loss: 0.1997 - auc: 0.9720 - val_loss: 0.1979 - val_auc: 0.9748 - 618ms/epoch - 5ms/step
Epoch 1352/5000
124/124 - 1s - loss: 0.2063 - auc: 0.9697 - val_loss: 0.1898 - val_auc: 0.9738 - 674ms/epoch - 5ms/step
Epoch 1353/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9727 - val_loss: 0.2387 - val_auc: 0.9732 - 631ms/epoch - 5ms/step
Epoch 1354/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9722 - val_loss: 0.2015 - val_auc: 0.9700 - 606ms/epoch - 5ms/step
Epoch 1355/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9716 - val_loss: 0.1976 - val_auc: 0.9712 - 667ms/epoch - 5ms/step
Epoch 1356/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9734 - val_loss: 0.1941 - val_auc: 0.9715 - 608ms/epoch - 5ms/step
Epoch 1357/5000
124/124 - 1s - loss: 0.2068 - auc: 0.9684 - val_loss: 0.2112 - val_auc: 0.9657 - 612ms/epoch - 5ms/step
Epoch 1358/5000
124/124 - 1s - loss: 0.2076 - auc: 0.9687 - val_loss: 0.2129 - val_auc: 0.9663 - 663ms/epoch - 5ms/step
Epoch 1359/5000
124/124 - 1s - loss: 0.2057 - auc: 0.9703 - val_loss: 0.1911 - val_auc: 0.9726 - 604ms/epoch - 5ms/step
Epoch 1360/5000
124/124 - 1s - loss: 0.2025 - auc: 0.9711 - val_loss: 0.1926 - val_auc: 0.9716 - 601ms/epoch - 5ms/step
Epoch 1361/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9751 - val_loss: 0.2410 - val_auc: 0.9633 - 605ms/epoch - 5ms/step
Epoch 1362/5000
124/124 - 1s - loss: 0.2091 - auc: 0.9687 - val_loss: 0.2097 - val_auc: 0.9763 - 606ms/epoch - 5ms/step
Epoch 1363/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9724 - val_loss: 0.1926 - val_auc: 0.9723 - 603ms/epoch - 5ms/step
Epoch 1364/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9720 - val_loss: 0.1957 - val_auc: 0.9729 - 605ms/epoch - 5ms/step
Epoch 1365/5000
124/124 - 1s - loss: 0.2026 - auc: 0.9703 - val_loss: 0.2377 - val_auc: 0.9728 - 667ms/epoch - 5ms/step
Epoch 1366/5000
124/124 - 1s - loss: 0.2109 - auc: 0.9680 - val_loss: 0.1947 - val_auc: 0.9748 - 607ms/epoch - 5ms/step
Epoch 1367/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9723 - val_loss: 0.1887 - val_auc: 0.9731 - 604ms/epoch - 5ms/step
Epoch 1368/5000
124/124 - 1s - loss: 0.2019 - auc: 0.9718 - val_loss: 0.1950 - val_auc: 0.9711 - 597ms/epoch - 5ms/step
Epoch 1369/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9715 - val_loss: 0.2238 - val_auc: 0.9692 - 671ms/epoch - 5ms/step
Epoch 1370/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9746 - val_loss: 0.1918 - val_auc: 0.9729 - 610ms/epoch - 5ms/step
Epoch 1371/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9751 - val_loss: 0.1997 - val_auc: 0.9690 - 624ms/epoch - 5ms/step
Epoch 1372/5000
124/124 - 1s - loss: 0.1990 - auc: 0.9732 - val_loss: 0.1929 - val_auc: 0.9722 - 672ms/epoch - 5ms/step
Epoch 1373/5000
124/124 - 1s - loss: 0.1970 - auc: 0.9730 - val_loss: 0.2034 - val_auc: 0.9742 - 613ms/epoch - 5ms/step
Epoch 1374/5000
124/124 - 1s - loss: 0.2012 - auc: 0.9716 - val_loss: 0.2007 - val_auc: 0.9711 - 666ms/epoch - 5ms/step
Epoch 1375/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9722 - val_loss: 0.1987 - val_auc: 0.9726 - 608ms/epoch - 5ms/step
Epoch 1376/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9753 - val_loss: 0.1953 - val_auc: 0.9705 - 611ms/epoch - 5ms/step
Epoch 1377/5000
124/124 - 1s - loss: 0.2062 - auc: 0.9705 - val_loss: 0.2297 - val_auc: 0.9706 - 613ms/epoch - 5ms/step
Epoch 1378/5000
124/124 - 1s - loss: 0.1970 - auc: 0.9728 - val_loss: 0.2088 - val_auc: 0.9708 - 658ms/epoch - 5ms/step
Epoch 1379/5000
124/124 - 1s - loss: 0.2019 - auc: 0.9715 - val_loss: 0.1960 - val_auc: 0.9715 - 619ms/epoch - 5ms/step
Epoch 1380/5000
124/124 - 1s - loss: 0.2215 - auc: 0.9638 - val_loss: 0.2042 - val_auc: 0.9670 - 611ms/epoch - 5ms/step
Epoch 1381/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9735 - val_loss: 0.1962 - val_auc: 0.9707 - 679ms/epoch - 5ms/step
Epoch 1382/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9727 - val_loss: 0.2008 - val_auc: 0.9701 - 618ms/epoch - 5ms/step
Epoch 1383/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9747 - val_loss: 0.2183 - val_auc: 0.9706 - 678ms/epoch - 5ms/step
Epoch 1384/5000
124/124 - 1s - loss: 0.1945 - auc: 0.9738 - val_loss: 0.1966 - val_auc: 0.9702 - 614ms/epoch - 5ms/step
Epoch 1385/5000
124/124 - 1s - loss: 0.1995 - auc: 0.9729 - val_loss: 0.2007 - val_auc: 0.9706 - 675ms/epoch - 5ms/step
Epoch 1386/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9745 - val_loss: 0.2058 - val_auc: 0.9676 - 616ms/epoch - 5ms/step
Epoch 1387/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9750 - val_loss: 0.2005 - val_auc: 0.9705 - 749ms/epoch - 6ms/step
Epoch 1388/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9743 - val_loss: 0.1969 - val_auc: 0.9716 - 557ms/epoch - 4ms/step
Epoch 1389/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9736 - val_loss: 0.2315 - val_auc: 0.9693 - 664ms/epoch - 5ms/step
Epoch 1390/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9713 - val_loss: 0.2141 - val_auc: 0.9717 - 621ms/epoch - 5ms/step
Epoch 1391/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9746 - val_loss: 0.1931 - val_auc: 0.9737 - 669ms/epoch - 5ms/step
Epoch 1392/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9749 - val_loss: 0.2263 - val_auc: 0.9700 - 620ms/epoch - 5ms/step
Epoch 1393/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9745 - val_loss: 0.2020 - val_auc: 0.9704 - 677ms/epoch - 5ms/step
Epoch 1394/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9734 - val_loss: 0.1893 - val_auc: 0.9752 - 618ms/epoch - 5ms/step
Epoch 1395/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9741 - val_loss: 0.2183 - val_auc: 0.9694 - 671ms/epoch - 5ms/step
Epoch 1396/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9736 - val_loss: 0.2299 - val_auc: 0.9721 - 624ms/epoch - 5ms/step
Epoch 1397/5000
124/124 - 1s - loss: 0.2154 - auc: 0.9659 - val_loss: 0.1995 - val_auc: 0.9709 - 676ms/epoch - 5ms/step
Epoch 1398/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9737 - val_loss: 0.1978 - val_auc: 0.9724 - 621ms/epoch - 5ms/step
Epoch 1399/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9746 - val_loss: 0.2043 - val_auc: 0.9733 - 667ms/epoch - 5ms/step
Epoch 1400/5000
124/124 - 1s - loss: 0.2002 - auc: 0.9731 - val_loss: 0.1941 - val_auc: 0.9731 - 633ms/epoch - 5ms/step
Epoch 1401/5000
124/124 - 1s - loss: 0.2007 - auc: 0.9726 - val_loss: 0.1943 - val_auc: 0.9746 - 676ms/epoch - 5ms/step
Epoch 1402/5000
124/124 - 1s - loss: 0.1988 - auc: 0.9728 - val_loss: 0.2019 - val_auc: 0.9717 - 627ms/epoch - 5ms/step
Epoch 1403/5000
124/124 - 1s - loss: 0.2007 - auc: 0.9725 - val_loss: 0.2149 - val_auc: 0.9700 - 673ms/epoch - 5ms/step
Epoch 1404/5000
124/124 - 1s - loss: 0.2008 - auc: 0.9725 - val_loss: 0.2102 - val_auc: 0.9715 - 619ms/epoch - 5ms/step
Epoch 1405/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9725 - val_loss: 0.2020 - val_auc: 0.9705 - 678ms/epoch - 5ms/step
Epoch 1406/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9762 - val_loss: 0.1971 - val_auc: 0.9708 - 608ms/epoch - 5ms/step
Epoch 1407/5000
124/124 - 1s - loss: 0.1960 - auc: 0.9737 - val_loss: 0.2366 - val_auc: 0.9701 - 667ms/epoch - 5ms/step
Epoch 1408/5000
124/124 - 1s - loss: 0.2020 - auc: 0.9720 - val_loss: 0.3289 - val_auc: 0.9699 - 613ms/epoch - 5ms/step
Epoch 1409/5000
124/124 - 1s - loss: 0.2003 - auc: 0.9717 - val_loss: 0.1928 - val_auc: 0.9728 - 617ms/epoch - 5ms/step
Epoch 1410/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9725 - val_loss: 0.1971 - val_auc: 0.9703 - 671ms/epoch - 5ms/step
Epoch 1411/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9747 - val_loss: 0.1962 - val_auc: 0.9704 - 622ms/epoch - 5ms/step
Epoch 1412/5000
124/124 - 1s - loss: 0.2052 - auc: 0.9707 - val_loss: 0.2036 - val_auc: 0.9716 - 689ms/epoch - 6ms/step
Epoch 1413/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9731 - val_loss: 0.2001 - val_auc: 0.9706 - 680ms/epoch - 5ms/step
Epoch 1414/5000
124/124 - 1s - loss: 0.2125 - auc: 0.9680 - val_loss: 0.1976 - val_auc: 0.9719 - 702ms/epoch - 6ms/step
Epoch 1415/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9733 - val_loss: 0.2283 - val_auc: 0.9733 - 689ms/epoch - 6ms/step
Epoch 1416/5000
124/124 - 1s - loss: 0.1980 - auc: 0.9731 - val_loss: 0.2054 - val_auc: 0.9720 - 691ms/epoch - 6ms/step
Epoch 1417/5000
124/124 - 1s - loss: 0.1986 - auc: 0.9736 - val_loss: 0.2227 - val_auc: 0.9726 - 652ms/epoch - 5ms/step
Epoch 1418/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9731 - val_loss: 0.1982 - val_auc: 0.9711 - 675ms/epoch - 5ms/step
Epoch 1419/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9752 - val_loss: 0.2082 - val_auc: 0.9715 - 687ms/epoch - 6ms/step
Epoch 1420/5000
124/124 - 1s - loss: 0.2000 - auc: 0.9733 - val_loss: 0.2019 - val_auc: 0.9682 - 694ms/epoch - 6ms/step
Epoch 1421/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9738 - val_loss: 0.1958 - val_auc: 0.9722 - 691ms/epoch - 6ms/step
Epoch 1422/5000
124/124 - 1s - loss: 0.1999 - auc: 0.9709 - val_loss: 0.2411 - val_auc: 0.9710 - 688ms/epoch - 6ms/step
Epoch 1423/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9745 - val_loss: 0.1975 - val_auc: 0.9735 - 627ms/epoch - 5ms/step
Epoch 1424/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9750 - val_loss: 0.1929 - val_auc: 0.9720 - 676ms/epoch - 5ms/step
Epoch 1425/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9744 - val_loss: 0.1919 - val_auc: 0.9731 - 620ms/epoch - 5ms/step
Epoch 1426/5000
124/124 - 1s - loss: 0.1961 - auc: 0.9743 - val_loss: 0.1908 - val_auc: 0.9738 - 680ms/epoch - 5ms/step
Epoch 1427/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9741 - val_loss: 0.1962 - val_auc: 0.9709 - 622ms/epoch - 5ms/step
Epoch 1428/5000
124/124 - 1s - loss: 0.2014 - auc: 0.9725 - val_loss: 0.2043 - val_auc: 0.9702 - 676ms/epoch - 5ms/step
Epoch 1429/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9743 - val_loss: 0.2148 - val_auc: 0.9698 - 622ms/epoch - 5ms/step
Epoch 1430/5000
124/124 - 1s - loss: 0.1997 - auc: 0.9725 - val_loss: 0.2063 - val_auc: 0.9691 - 678ms/epoch - 5ms/step
Epoch 1431/5000
124/124 - 1s - loss: 0.1990 - auc: 0.9727 - val_loss: 0.1939 - val_auc: 0.9718 - 673ms/epoch - 5ms/step
Epoch 1432/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9726 - val_loss: 0.2110 - val_auc: 0.9703 - 622ms/epoch - 5ms/step
Epoch 1433/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9739 - val_loss: 0.1951 - val_auc: 0.9738 - 618ms/epoch - 5ms/step
Epoch 1434/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9744 - val_loss: 0.1881 - val_auc: 0.9741 - 667ms/epoch - 5ms/step
Epoch 1435/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9749 - val_loss: 0.2037 - val_auc: 0.9729 - 615ms/epoch - 5ms/step
Epoch 1436/5000
124/124 - 1s - loss: 0.2070 - auc: 0.9718 - val_loss: 0.2062 - val_auc: 0.9705 - 667ms/epoch - 5ms/step
Epoch 1437/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9738 - val_loss: 0.1857 - val_auc: 0.9752 - 633ms/epoch - 5ms/step
Epoch 1438/5000
124/124 - 1s - loss: 0.2039 - auc: 0.9710 - val_loss: 0.1915 - val_auc: 0.9737 - 685ms/epoch - 6ms/step
Epoch 1439/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9740 - val_loss: 0.2246 - val_auc: 0.9666 - 615ms/epoch - 5ms/step
Epoch 1440/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9737 - val_loss: 0.1926 - val_auc: 0.9725 - 677ms/epoch - 5ms/step
Epoch 1441/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9742 - val_loss: 0.2101 - val_auc: 0.9723 - 675ms/epoch - 5ms/step
Epoch 1442/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9740 - val_loss: 0.2094 - val_auc: 0.9695 - 632ms/epoch - 5ms/step
Epoch 1443/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9752 - val_loss: 0.1940 - val_auc: 0.9707 - 692ms/epoch - 6ms/step
Epoch 1444/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9743 - val_loss: 0.1923 - val_auc: 0.9738 - 692ms/epoch - 6ms/step
Epoch 1445/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9746 - val_loss: 0.2025 - val_auc: 0.9731 - 699ms/epoch - 6ms/step
Epoch 1446/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9749 - val_loss: 0.2126 - val_auc: 0.9675 - 689ms/epoch - 6ms/step
Epoch 1447/5000
124/124 - 1s - loss: 0.2009 - auc: 0.9715 - val_loss: 0.1926 - val_auc: 0.9718 - 688ms/epoch - 6ms/step
Epoch 1448/5000
124/124 - 1s - loss: 0.2063 - auc: 0.9704 - val_loss: 0.1988 - val_auc: 0.9734 - 626ms/epoch - 5ms/step
Epoch 1449/5000
124/124 - 1s - loss: 0.2001 - auc: 0.9734 - val_loss: 0.2252 - val_auc: 0.9715 - 666ms/epoch - 5ms/step
Epoch 1450/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9725 - val_loss: 0.1930 - val_auc: 0.9734 - 625ms/epoch - 5ms/step
Epoch 1451/5000
124/124 - 1s - loss: 0.2016 - auc: 0.9719 - val_loss: 0.1991 - val_auc: 0.9707 - 683ms/epoch - 6ms/step
Epoch 1452/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9741 - val_loss: 0.2220 - val_auc: 0.9740 - 623ms/epoch - 5ms/step
Epoch 1453/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9761 - val_loss: 0.1966 - val_auc: 0.9715 - 680ms/epoch - 5ms/step
Epoch 1454/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9735 - val_loss: 0.1921 - val_auc: 0.9728 - 729ms/epoch - 6ms/step
Epoch 1455/5000
124/124 - 1s - loss: 0.1998 - auc: 0.9712 - val_loss: 0.1944 - val_auc: 0.9737 - 634ms/epoch - 5ms/step
Epoch 1456/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9742 - val_loss: 0.2085 - val_auc: 0.9739 - 629ms/epoch - 5ms/step
Epoch 1457/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9736 - val_loss: 0.2023 - val_auc: 0.9696 - 685ms/epoch - 6ms/step
Epoch 1458/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9749 - val_loss: 0.1960 - val_auc: 0.9745 - 621ms/epoch - 5ms/step
Epoch 1459/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9752 - val_loss: 0.1963 - val_auc: 0.9738 - 678ms/epoch - 5ms/step
Epoch 1460/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9720 - val_loss: 0.2055 - val_auc: 0.9676 - 678ms/epoch - 5ms/step
Epoch 1461/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9771 - val_loss: 0.2299 - val_auc: 0.9660 - 707ms/epoch - 6ms/step
Epoch 1462/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9744 - val_loss: 0.1944 - val_auc: 0.9717 - 703ms/epoch - 6ms/step
Epoch 1463/5000
124/124 - 1s - loss: 0.2100 - auc: 0.9692 - val_loss: 0.2331 - val_auc: 0.9697 - 1000ms/epoch - 8ms/step
Epoch 1464/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9726 - val_loss: 0.1963 - val_auc: 0.9693 - 815ms/epoch - 7ms/step
Epoch 1465/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9740 - val_loss: 0.2003 - val_auc: 0.9696 - 675ms/epoch - 5ms/step
Epoch 1466/5000
124/124 - 1s - loss: 0.2015 - auc: 0.9723 - val_loss: 0.1965 - val_auc: 0.9726 - 678ms/epoch - 5ms/step
Epoch 1467/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9743 - val_loss: 0.2051 - val_auc: 0.9708 - 630ms/epoch - 5ms/step
Epoch 1468/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9742 - val_loss: 0.2166 - val_auc: 0.9649 - 671ms/epoch - 5ms/step
Epoch 1469/5000
124/124 - 1s - loss: 0.2001 - auc: 0.9723 - val_loss: 0.1951 - val_auc: 0.9716 - 624ms/epoch - 5ms/step
Epoch 1470/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9738 - val_loss: 0.2093 - val_auc: 0.9714 - 676ms/epoch - 5ms/step
Epoch 1471/5000
124/124 - 1s - loss: 0.1932 - auc: 0.9749 - val_loss: 0.2588 - val_auc: 0.9709 - 630ms/epoch - 5ms/step
Epoch 1472/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9734 - val_loss: 0.2307 - val_auc: 0.9712 - 678ms/epoch - 5ms/step
Epoch 1473/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9745 - val_loss: 0.2413 - val_auc: 0.9691 - 674ms/epoch - 5ms/step
Epoch 1474/5000
124/124 - 1s - loss: 0.1932 - auc: 0.9748 - val_loss: 0.1992 - val_auc: 0.9710 - 644ms/epoch - 5ms/step
Epoch 1475/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9746 - val_loss: 0.2003 - val_auc: 0.9687 - 656ms/epoch - 5ms/step
Epoch 1476/5000
124/124 - 1s - loss: 0.2022 - auc: 0.9704 - val_loss: 0.2272 - val_auc: 0.9750 - 628ms/epoch - 5ms/step
Epoch 1477/5000
124/124 - 1s - loss: 0.2144 - auc: 0.9692 - val_loss: 0.2186 - val_auc: 0.9660 - 678ms/epoch - 5ms/step
Epoch 1478/5000
124/124 - 1s - loss: 0.1982 - auc: 0.9740 - val_loss: 0.2440 - val_auc: 0.9699 - 615ms/epoch - 5ms/step
Epoch 1479/5000
124/124 - 1s - loss: 0.2014 - auc: 0.9732 - val_loss: 0.2002 - val_auc: 0.9712 - 683ms/epoch - 6ms/step
Epoch 1480/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9734 - val_loss: 0.1924 - val_auc: 0.9732 - 622ms/epoch - 5ms/step
Epoch 1481/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9747 - val_loss: 0.1962 - val_auc: 0.9721 - 670ms/epoch - 5ms/step
Epoch 1482/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9732 - val_loss: 0.1935 - val_auc: 0.9709 - 623ms/epoch - 5ms/step
Epoch 1483/5000
124/124 - 1s - loss: 0.1999 - auc: 0.9721 - val_loss: 0.2138 - val_auc: 0.9712 - 676ms/epoch - 5ms/step
Epoch 1484/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9748 - val_loss: 0.2024 - val_auc: 0.9730 - 676ms/epoch - 5ms/step
Epoch 1485/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9753 - val_loss: 0.1989 - val_auc: 0.9692 - 624ms/epoch - 5ms/step
Epoch 1486/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9734 - val_loss: 0.2437 - val_auc: 0.9693 - 684ms/epoch - 6ms/step
Epoch 1487/5000
124/124 - 1s - loss: 0.2074 - auc: 0.9713 - val_loss: 0.1983 - val_auc: 0.9730 - 615ms/epoch - 5ms/step
Epoch 1488/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9747 - val_loss: 0.2007 - val_auc: 0.9697 - 676ms/epoch - 5ms/step
Epoch 1489/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9728 - val_loss: 0.2056 - val_auc: 0.9704 - 617ms/epoch - 5ms/step
Epoch 1490/5000
124/124 - 1s - loss: 0.1932 - auc: 0.9744 - val_loss: 0.2012 - val_auc: 0.9688 - 674ms/epoch - 5ms/step
Epoch 1491/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9755 - val_loss: 0.2092 - val_auc: 0.9724 - 621ms/epoch - 5ms/step
Epoch 1492/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9738 - val_loss: 0.2145 - val_auc: 0.9672 - 671ms/epoch - 5ms/step
Epoch 1493/5000
124/124 - 1s - loss: 0.1981 - auc: 0.9730 - val_loss: 0.2022 - val_auc: 0.9700 - 620ms/epoch - 5ms/step
Epoch 1494/5000
124/124 - 1s - loss: 0.2036 - auc: 0.9713 - val_loss: 0.1957 - val_auc: 0.9737 - 680ms/epoch - 5ms/step
Epoch 1495/5000
124/124 - 1s - loss: 0.2018 - auc: 0.9731 - val_loss: 0.1972 - val_auc: 0.9712 - 620ms/epoch - 5ms/step
Epoch 1496/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9747 - val_loss: 0.2040 - val_auc: 0.9681 - 683ms/epoch - 6ms/step
Epoch 1497/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9752 - val_loss: 0.1999 - val_auc: 0.9735 - 682ms/epoch - 6ms/step
Epoch 1498/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9758 - val_loss: 0.1939 - val_auc: 0.9728 - 617ms/epoch - 5ms/step
Epoch 1499/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9744 - val_loss: 0.1966 - val_auc: 0.9722 - 623ms/epoch - 5ms/step
Epoch 1500/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9741 - val_loss: 0.1896 - val_auc: 0.9740 - 675ms/epoch - 5ms/step
Epoch 1501/5000
124/124 - 1s - loss: 0.2046 - auc: 0.9701 - val_loss: 0.2296 - val_auc: 0.9662 - 679ms/epoch - 5ms/step
Epoch 1502/5000
124/124 - 1s - loss: 0.1953 - auc: 0.9743 - val_loss: 0.2092 - val_auc: 0.9666 - 631ms/epoch - 5ms/step
Epoch 1503/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9740 - val_loss: 0.2086 - val_auc: 0.9667 - 681ms/epoch - 5ms/step
Epoch 1504/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9735 - val_loss: 0.1989 - val_auc: 0.9711 - 690ms/epoch - 6ms/step
Epoch 1505/5000
124/124 - 1s - loss: 0.2085 - auc: 0.9702 - val_loss: 0.1954 - val_auc: 0.9744 - 699ms/epoch - 6ms/step
Epoch 1506/5000
124/124 - 1s - loss: 0.2043 - auc: 0.9721 - val_loss: 0.1959 - val_auc: 0.9718 - 683ms/epoch - 6ms/step
Epoch 1507/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9755 - val_loss: 0.1905 - val_auc: 0.9736 - 638ms/epoch - 5ms/step
Epoch 1508/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9746 - val_loss: 0.1861 - val_auc: 0.9750 - 686ms/epoch - 6ms/step
Epoch 1509/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9735 - val_loss: 0.1949 - val_auc: 0.9711 - 701ms/epoch - 6ms/step
Epoch 1510/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9755 - val_loss: 0.2192 - val_auc: 0.9704 - 678ms/epoch - 5ms/step
Epoch 1511/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9737 - val_loss: 0.2117 - val_auc: 0.9720 - 681ms/epoch - 5ms/step
Epoch 1512/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9741 - val_loss: 0.2065 - val_auc: 0.9673 - 632ms/epoch - 5ms/step
Epoch 1513/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9746 - val_loss: 0.2167 - val_auc: 0.9672 - 681ms/epoch - 5ms/step
Epoch 1514/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9738 - val_loss: 0.2342 - val_auc: 0.9705 - 614ms/epoch - 5ms/step
Epoch 1515/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9736 - val_loss: 0.2143 - val_auc: 0.9690 - 681ms/epoch - 5ms/step
Epoch 1516/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9739 - val_loss: 0.1958 - val_auc: 0.9712 - 680ms/epoch - 5ms/step
Epoch 1517/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9722 - val_loss: 0.2053 - val_auc: 0.9700 - 691ms/epoch - 6ms/step
Epoch 1518/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9752 - val_loss: 0.2331 - val_auc: 0.9695 - 623ms/epoch - 5ms/step
Epoch 1519/5000
124/124 - 1s - loss: 0.1998 - auc: 0.9719 - val_loss: 0.2061 - val_auc: 0.9693 - 678ms/epoch - 5ms/step
Epoch 1520/5000
124/124 - 1s - loss: 0.2011 - auc: 0.9720 - val_loss: 0.2118 - val_auc: 0.9713 - 624ms/epoch - 5ms/step
Epoch 1521/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9756 - val_loss: 0.2036 - val_auc: 0.9703 - 673ms/epoch - 5ms/step
Epoch 1522/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9746 - val_loss: 0.2204 - val_auc: 0.9710 - 622ms/epoch - 5ms/step
Epoch 1523/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9743 - val_loss: 0.1981 - val_auc: 0.9707 - 671ms/epoch - 5ms/step
Epoch 1524/5000
124/124 - 1s - loss: 0.2163 - auc: 0.9692 - val_loss: 0.1953 - val_auc: 0.9714 - 628ms/epoch - 5ms/step
Epoch 1525/5000
124/124 - 1s - loss: 0.2007 - auc: 0.9722 - val_loss: 0.1962 - val_auc: 0.9708 - 674ms/epoch - 5ms/step
Epoch 1526/5000
124/124 - 1s - loss: 0.2055 - auc: 0.9721 - val_loss: 0.1907 - val_auc: 0.9732 - 614ms/epoch - 5ms/step
Epoch 1527/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9727 - val_loss: 0.1994 - val_auc: 0.9701 - 671ms/epoch - 5ms/step
Epoch 1528/5000
124/124 - 1s - loss: 0.1952 - auc: 0.9750 - val_loss: 0.1990 - val_auc: 0.9693 - 623ms/epoch - 5ms/step
Epoch 1529/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9749 - val_loss: 0.2433 - val_auc: 0.9653 - 676ms/epoch - 5ms/step
Epoch 1530/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9732 - val_loss: 0.1908 - val_auc: 0.9716 - 618ms/epoch - 5ms/step
Epoch 1531/5000
124/124 - 1s - loss: 0.1952 - auc: 0.9735 - val_loss: 0.1911 - val_auc: 0.9732 - 681ms/epoch - 5ms/step
Epoch 1532/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9739 - val_loss: 0.1969 - val_auc: 0.9717 - 625ms/epoch - 5ms/step
Epoch 1533/5000
124/124 - 1s - loss: 0.2035 - auc: 0.9712 - val_loss: 0.2147 - val_auc: 0.9702 - 683ms/epoch - 6ms/step
Epoch 1534/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9752 - val_loss: 0.2009 - val_auc: 0.9722 - 693ms/epoch - 6ms/step
Epoch 1535/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9742 - val_loss: 0.2176 - val_auc: 0.9669 - 680ms/epoch - 5ms/step
Epoch 1536/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9760 - val_loss: 0.2200 - val_auc: 0.9728 - 629ms/epoch - 5ms/step
Epoch 1537/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9740 - val_loss: 0.2028 - val_auc: 0.9696 - 677ms/epoch - 5ms/step
Epoch 1538/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9732 - val_loss: 0.2142 - val_auc: 0.9725 - 623ms/epoch - 5ms/step
Epoch 1539/5000
124/124 - 1s - loss: 0.1998 - auc: 0.9727 - val_loss: 0.1976 - val_auc: 0.9733 - 683ms/epoch - 6ms/step
Epoch 1540/5000
124/124 - 1s - loss: 0.1952 - auc: 0.9744 - val_loss: 0.2110 - val_auc: 0.9716 - 683ms/epoch - 6ms/step
Epoch 1541/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9742 - val_loss: 0.1925 - val_auc: 0.9743 - 616ms/epoch - 5ms/step
Epoch 1542/5000
124/124 - 1s - loss: 0.2043 - auc: 0.9716 - val_loss: 0.2063 - val_auc: 0.9714 - 686ms/epoch - 6ms/step
Epoch 1543/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9742 - val_loss: 0.1982 - val_auc: 0.9707 - 625ms/epoch - 5ms/step
Epoch 1544/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9750 - val_loss: 0.1910 - val_auc: 0.9729 - 672ms/epoch - 5ms/step
Epoch 1545/5000
124/124 - 1s - loss: 0.2028 - auc: 0.9709 - val_loss: 0.1933 - val_auc: 0.9729 - 677ms/epoch - 5ms/step
Epoch 1546/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9764 - val_loss: 0.1970 - val_auc: 0.9710 - 627ms/epoch - 5ms/step
Epoch 1547/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9727 - val_loss: 0.1957 - val_auc: 0.9717 - 673ms/epoch - 5ms/step
Epoch 1548/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9746 - val_loss: 0.1999 - val_auc: 0.9732 - 619ms/epoch - 5ms/step
Epoch 1549/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9745 - val_loss: 0.2017 - val_auc: 0.9722 - 675ms/epoch - 5ms/step
Epoch 1550/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9742 - val_loss: 0.1954 - val_auc: 0.9728 - 620ms/epoch - 5ms/step
Epoch 1551/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9748 - val_loss: 0.1899 - val_auc: 0.9736 - 682ms/epoch - 6ms/step
Epoch 1552/5000
124/124 - 1s - loss: 0.2007 - auc: 0.9722 - val_loss: 0.2070 - val_auc: 0.9680 - 621ms/epoch - 5ms/step
Epoch 1553/5000
124/124 - 1s - loss: 0.1981 - auc: 0.9740 - val_loss: 0.2306 - val_auc: 0.9691 - 689ms/epoch - 6ms/step
Epoch 1554/5000
124/124 - 1s - loss: 0.1952 - auc: 0.9734 - val_loss: 0.2016 - val_auc: 0.9718 - 672ms/epoch - 5ms/step
Epoch 1555/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9759 - val_loss: 0.2030 - val_auc: 0.9689 - 619ms/epoch - 5ms/step
Epoch 1556/5000
124/124 - 1s - loss: 0.2021 - auc: 0.9721 - val_loss: 0.2109 - val_auc: 0.9663 - 618ms/epoch - 5ms/step
Epoch 1557/5000
124/124 - 1s - loss: 0.2035 - auc: 0.9704 - val_loss: 0.1958 - val_auc: 0.9733 - 676ms/epoch - 5ms/step
Epoch 1558/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9756 - val_loss: 0.2015 - val_auc: 0.9697 - 684ms/epoch - 6ms/step
Epoch 1559/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9736 - val_loss: 0.1945 - val_auc: 0.9727 - 638ms/epoch - 5ms/step
Epoch 1560/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9761 - val_loss: 0.1934 - val_auc: 0.9727 - 669ms/epoch - 5ms/step
Epoch 1561/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9751 - val_loss: 0.1919 - val_auc: 0.9735 - 677ms/epoch - 5ms/step
Epoch 1562/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9767 - val_loss: 0.2065 - val_auc: 0.9714 - 644ms/epoch - 5ms/step
Epoch 1563/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9734 - val_loss: 0.1966 - val_auc: 0.9714 - 673ms/epoch - 5ms/step
Epoch 1564/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9747 - val_loss: 0.2124 - val_auc: 0.9708 - 678ms/epoch - 5ms/step
Epoch 1565/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9739 - val_loss: 0.2388 - val_auc: 0.9708 - 625ms/epoch - 5ms/step
Epoch 1566/5000
124/124 - 1s - loss: 0.1999 - auc: 0.9728 - val_loss: 0.1982 - val_auc: 0.9719 - 673ms/epoch - 5ms/step
Epoch 1567/5000
124/124 - 1s - loss: 0.2001 - auc: 0.9727 - val_loss: 0.2081 - val_auc: 0.9699 - 622ms/epoch - 5ms/step
Epoch 1568/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9742 - val_loss: 0.2063 - val_auc: 0.9722 - 683ms/epoch - 6ms/step
Epoch 1569/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9736 - val_loss: 0.1962 - val_auc: 0.9724 - 616ms/epoch - 5ms/step
Epoch 1570/5000
124/124 - 1s - loss: 0.2037 - auc: 0.9716 - val_loss: 0.2349 - val_auc: 0.9695 - 669ms/epoch - 5ms/step
Epoch 1571/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9748 - val_loss: 0.1982 - val_auc: 0.9717 - 622ms/epoch - 5ms/step
Epoch 1572/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9768 - val_loss: 0.2082 - val_auc: 0.9706 - 677ms/epoch - 5ms/step
Epoch 1573/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9733 - val_loss: 0.2059 - val_auc: 0.9692 - 620ms/epoch - 5ms/step
Epoch 1574/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9739 - val_loss: 0.2002 - val_auc: 0.9718 - 681ms/epoch - 5ms/step
Epoch 1575/5000
124/124 - 1s - loss: 0.1980 - auc: 0.9739 - val_loss: 0.1997 - val_auc: 0.9726 - 605ms/epoch - 5ms/step
Epoch 1576/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9729 - val_loss: 0.2275 - val_auc: 0.9711 - 599ms/epoch - 5ms/step
Epoch 1577/5000
124/124 - 1s - loss: 0.2083 - auc: 0.9696 - val_loss: 0.2005 - val_auc: 0.9729 - 595ms/epoch - 5ms/step
Epoch 1578/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9726 - val_loss: 0.1951 - val_auc: 0.9719 - 676ms/epoch - 5ms/step
Epoch 1579/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9752 - val_loss: 0.2126 - val_auc: 0.9718 - 630ms/epoch - 5ms/step
Epoch 1580/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9746 - val_loss: 0.1998 - val_auc: 0.9692 - 680ms/epoch - 5ms/step
Epoch 1581/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9741 - val_loss: 0.2032 - val_auc: 0.9684 - 628ms/epoch - 5ms/step
Epoch 1582/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9724 - val_loss: 0.1906 - val_auc: 0.9729 - 682ms/epoch - 5ms/step
Epoch 1583/5000
124/124 - 1s - loss: 0.2029 - auc: 0.9702 - val_loss: 0.2002 - val_auc: 0.9720 - 677ms/epoch - 5ms/step
Epoch 1584/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9727 - val_loss: 0.1978 - val_auc: 0.9697 - 621ms/epoch - 5ms/step
Epoch 1585/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9737 - val_loss: 0.2064 - val_auc: 0.9708 - 613ms/epoch - 5ms/step
Epoch 1586/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9746 - val_loss: 0.2001 - val_auc: 0.9729 - 619ms/epoch - 5ms/step
Epoch 1587/5000
124/124 - 1s - loss: 0.2037 - auc: 0.9710 - val_loss: 0.1990 - val_auc: 0.9698 - 608ms/epoch - 5ms/step
Epoch 1588/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9757 - val_loss: 0.2012 - val_auc: 0.9686 - 607ms/epoch - 5ms/step
Epoch 1589/5000
124/124 - 1s - loss: 0.1999 - auc: 0.9733 - val_loss: 0.2026 - val_auc: 0.9718 - 620ms/epoch - 5ms/step
Epoch 1590/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9756 - val_loss: 0.2086 - val_auc: 0.9687 - 613ms/epoch - 5ms/step
Epoch 1591/5000
124/124 - 1s - loss: 0.2062 - auc: 0.9709 - val_loss: 0.2042 - val_auc: 0.9720 - 611ms/epoch - 5ms/step
Epoch 1592/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9753 - val_loss: 0.1977 - val_auc: 0.9711 - 615ms/epoch - 5ms/step
Epoch 1593/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9752 - val_loss: 0.1912 - val_auc: 0.9724 - 680ms/epoch - 5ms/step
Epoch 1594/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9741 - val_loss: 0.2128 - val_auc: 0.9654 - 623ms/epoch - 5ms/step
Epoch 1595/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9756 - val_loss: 0.1974 - val_auc: 0.9705 - 684ms/epoch - 6ms/step
Epoch 1596/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9745 - val_loss: 0.1964 - val_auc: 0.9711 - 621ms/epoch - 5ms/step
Epoch 1597/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9738 - val_loss: 0.2050 - val_auc: 0.9690 - 620ms/epoch - 5ms/step
Epoch 1598/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9736 - val_loss: 0.1921 - val_auc: 0.9702 - 614ms/epoch - 5ms/step
Epoch 1599/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9731 - val_loss: 0.2346 - val_auc: 0.9735 - 675ms/epoch - 5ms/step
Epoch 1600/5000
124/124 - 1s - loss: 0.2053 - auc: 0.9710 - val_loss: 0.1973 - val_auc: 0.9709 - 623ms/epoch - 5ms/step
Epoch 1601/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9735 - val_loss: 0.2463 - val_auc: 0.9709 - 668ms/epoch - 5ms/step
Epoch 1602/5000
124/124 - 1s - loss: 0.2115 - auc: 0.9692 - val_loss: 0.2016 - val_auc: 0.9729 - 611ms/epoch - 5ms/step
Epoch 1603/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9739 - val_loss: 0.2084 - val_auc: 0.9724 - 611ms/epoch - 5ms/step
Epoch 1604/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9736 - val_loss: 0.1984 - val_auc: 0.9720 - 601ms/epoch - 5ms/step
Epoch 1605/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9727 - val_loss: 0.2062 - val_auc: 0.9688 - 659ms/epoch - 5ms/step
Epoch 1606/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9763 - val_loss: 0.2496 - val_auc: 0.9632 - 605ms/epoch - 5ms/step
Epoch 1607/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9741 - val_loss: 0.1911 - val_auc: 0.9728 - 599ms/epoch - 5ms/step
Epoch 1608/5000
124/124 - 1s - loss: 0.2104 - auc: 0.9690 - val_loss: 0.1908 - val_auc: 0.9731 - 595ms/epoch - 5ms/step
Epoch 1609/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9743 - val_loss: 0.2178 - val_auc: 0.9640 - 593ms/epoch - 5ms/step
Epoch 1610/5000
124/124 - 1s - loss: 0.2027 - auc: 0.9726 - val_loss: 0.2196 - val_auc: 0.9703 - 541ms/epoch - 4ms/step
Epoch 1611/5000
124/124 - 1s - loss: 0.2007 - auc: 0.9726 - val_loss: 0.1995 - val_auc: 0.9731 - 595ms/epoch - 5ms/step
Epoch 1612/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9755 - val_loss: 0.1961 - val_auc: 0.9719 - 597ms/epoch - 5ms/step
Epoch 1613/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9749 - val_loss: 0.2016 - val_auc: 0.9717 - 602ms/epoch - 5ms/step
Epoch 1614/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9760 - val_loss: 0.1978 - val_auc: 0.9720 - 653ms/epoch - 5ms/step
Epoch 1615/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9721 - val_loss: 0.1944 - val_auc: 0.9705 - 605ms/epoch - 5ms/step
Epoch 1616/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9746 - val_loss: 0.1951 - val_auc: 0.9729 - 610ms/epoch - 5ms/step
Epoch 1617/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9750 - val_loss: 0.2014 - val_auc: 0.9691 - 602ms/epoch - 5ms/step
Epoch 1618/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9748 - val_loss: 0.2022 - val_auc: 0.9688 - 598ms/epoch - 5ms/step
Epoch 1619/5000
124/124 - 1s - loss: 0.2091 - auc: 0.9699 - val_loss: 0.2225 - val_auc: 0.9706 - 598ms/epoch - 5ms/step
Epoch 1620/5000
124/124 - 1s - loss: 0.1990 - auc: 0.9733 - val_loss: 0.2058 - val_auc: 0.9696 - 602ms/epoch - 5ms/step
Epoch 1621/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9765 - val_loss: 0.1890 - val_auc: 0.9737 - 594ms/epoch - 5ms/step
Epoch 1622/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9749 - val_loss: 0.2174 - val_auc: 0.9704 - 592ms/epoch - 5ms/step
Epoch 1623/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9747 - val_loss: 0.2411 - val_auc: 0.9679 - 599ms/epoch - 5ms/step
Epoch 1624/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9745 - val_loss: 0.1946 - val_auc: 0.9734 - 600ms/epoch - 5ms/step
Epoch 1625/5000
124/124 - 1s - loss: 0.2041 - auc: 0.9722 - val_loss: 0.1968 - val_auc: 0.9721 - 605ms/epoch - 5ms/step
Epoch 1626/5000
124/124 - 1s - loss: 0.2005 - auc: 0.9725 - val_loss: 0.2138 - val_auc: 0.9713 - 609ms/epoch - 5ms/step
Epoch 1627/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9735 - val_loss: 0.1994 - val_auc: 0.9734 - 664ms/epoch - 5ms/step
Epoch 1628/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9750 - val_loss: 0.2182 - val_auc: 0.9715 - 613ms/epoch - 5ms/step
Epoch 1629/5000
124/124 - 1s - loss: 0.2015 - auc: 0.9723 - val_loss: 0.2162 - val_auc: 0.9692 - 622ms/epoch - 5ms/step
Epoch 1630/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9740 - val_loss: 0.2169 - val_auc: 0.9675 - 664ms/epoch - 5ms/step
Epoch 1631/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9737 - val_loss: 0.2016 - val_auc: 0.9708 - 599ms/epoch - 5ms/step
Epoch 1632/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9733 - val_loss: 0.2444 - val_auc: 0.9717 - 613ms/epoch - 5ms/step
Epoch 1633/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9738 - val_loss: 0.1956 - val_auc: 0.9704 - 595ms/epoch - 5ms/step
Epoch 1634/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9735 - val_loss: 0.2019 - val_auc: 0.9714 - 601ms/epoch - 5ms/step
Epoch 1635/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9749 - val_loss: 0.2138 - val_auc: 0.9678 - 602ms/epoch - 5ms/step
Epoch 1636/5000
124/124 - 1s - loss: 0.2039 - auc: 0.9712 - val_loss: 0.2060 - val_auc: 0.9691 - 602ms/epoch - 5ms/step
Epoch 1637/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9754 - val_loss: 0.2453 - val_auc: 0.9623 - 656ms/epoch - 5ms/step
Epoch 1638/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9750 - val_loss: 0.2116 - val_auc: 0.9673 - 545ms/epoch - 4ms/step
Epoch 1639/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9758 - val_loss: 0.1935 - val_auc: 0.9720 - 593ms/epoch - 5ms/step
Epoch 1640/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9741 - val_loss: 0.2182 - val_auc: 0.9695 - 656ms/epoch - 5ms/step
Epoch 1641/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9737 - val_loss: 0.2397 - val_auc: 0.9684 - 605ms/epoch - 5ms/step
Epoch 1642/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9740 - val_loss: 0.2043 - val_auc: 0.9717 - 604ms/epoch - 5ms/step
Epoch 1643/5000
124/124 - 1s - loss: 0.1988 - auc: 0.9714 - val_loss: 0.2042 - val_auc: 0.9706 - 598ms/epoch - 5ms/step
Epoch 1644/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9760 - val_loss: 0.2063 - val_auc: 0.9683 - 601ms/epoch - 5ms/step
Epoch 1645/5000
124/124 - 1s - loss: 0.2045 - auc: 0.9717 - val_loss: 0.1963 - val_auc: 0.9709 - 604ms/epoch - 5ms/step
Epoch 1646/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9754 - val_loss: 0.2086 - val_auc: 0.9721 - 612ms/epoch - 5ms/step
Epoch 1647/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9763 - val_loss: 0.1917 - val_auc: 0.9720 - 601ms/epoch - 5ms/step
Epoch 1648/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9730 - val_loss: 0.1984 - val_auc: 0.9704 - 706ms/epoch - 6ms/step
Epoch 1649/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9759 - val_loss: 0.2103 - val_auc: 0.9710 - 601ms/epoch - 5ms/step
Epoch 1650/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9741 - val_loss: 0.2017 - val_auc: 0.9685 - 834ms/epoch - 7ms/step
Epoch 1651/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9739 - val_loss: 0.2673 - val_auc: 0.9714 - 768ms/epoch - 6ms/step
Epoch 1652/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9720 - val_loss: 0.1962 - val_auc: 0.9704 - 602ms/epoch - 5ms/step
Epoch 1653/5000
124/124 - 1s - loss: 0.1974 - auc: 0.9737 - val_loss: 0.1994 - val_auc: 0.9712 - 613ms/epoch - 5ms/step
Epoch 1654/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9738 - val_loss: 0.2282 - val_auc: 0.9715 - 601ms/epoch - 5ms/step
Epoch 1655/5000
124/124 - 1s - loss: 0.2161 - auc: 0.9673 - val_loss: 0.2206 - val_auc: 0.9673 - 603ms/epoch - 5ms/step
Epoch 1656/5000
124/124 - 1s - loss: 0.2098 - auc: 0.9698 - val_loss: 0.2199 - val_auc: 0.9697 - 602ms/epoch - 5ms/step
Epoch 1657/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9758 - val_loss: 0.1953 - val_auc: 0.9740 - 658ms/epoch - 5ms/step
Epoch 1658/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9757 - val_loss: 0.1987 - val_auc: 0.9716 - 606ms/epoch - 5ms/step
Epoch 1659/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9752 - val_loss: 0.1926 - val_auc: 0.9729 - 598ms/epoch - 5ms/step
Epoch 1660/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9753 - val_loss: 0.1951 - val_auc: 0.9714 - 597ms/epoch - 5ms/step
Epoch 1661/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9725 - val_loss: 0.1961 - val_auc: 0.9720 - 611ms/epoch - 5ms/step
Epoch 1662/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9730 - val_loss: 0.2125 - val_auc: 0.9672 - 602ms/epoch - 5ms/step
Epoch 1663/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9749 - val_loss: 0.2074 - val_auc: 0.9682 - 601ms/epoch - 5ms/step
Epoch 1664/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9759 - val_loss: 0.2081 - val_auc: 0.9711 - 669ms/epoch - 5ms/step
Epoch 1665/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9760 - val_loss: 0.1915 - val_auc: 0.9741 - 601ms/epoch - 5ms/step
Epoch 1666/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9736 - val_loss: 0.1975 - val_auc: 0.9699 - 600ms/epoch - 5ms/step
Epoch 1667/5000
124/124 - 1s - loss: 0.2016 - auc: 0.9725 - val_loss: 0.2090 - val_auc: 0.9716 - 667ms/epoch - 5ms/step
Epoch 1668/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9751 - val_loss: 0.1945 - val_auc: 0.9716 - 538ms/epoch - 4ms/step
Epoch 1669/5000
124/124 - 1s - loss: 0.1960 - auc: 0.9744 - val_loss: 0.1950 - val_auc: 0.9728 - 591ms/epoch - 5ms/step
Epoch 1670/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9745 - val_loss: 0.2016 - val_auc: 0.9721 - 600ms/epoch - 5ms/step
Epoch 1671/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9744 - val_loss: 0.2326 - val_auc: 0.9716 - 594ms/epoch - 5ms/step
Epoch 1672/5000
124/124 - 1s - loss: 0.2063 - auc: 0.9707 - val_loss: 0.2096 - val_auc: 0.9674 - 606ms/epoch - 5ms/step
Epoch 1673/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9762 - val_loss: 0.1986 - val_auc: 0.9704 - 606ms/epoch - 5ms/step
Epoch 1674/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9748 - val_loss: 0.2107 - val_auc: 0.9703 - 600ms/epoch - 5ms/step
Epoch 1675/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9751 - val_loss: 0.2014 - val_auc: 0.9694 - 601ms/epoch - 5ms/step
Epoch 1676/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9729 - val_loss: 0.2191 - val_auc: 0.9714 - 599ms/epoch - 5ms/step
Epoch 1677/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9743 - val_loss: 0.2263 - val_auc: 0.9693 - 601ms/epoch - 5ms/step
Epoch 1678/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9742 - val_loss: 0.2042 - val_auc: 0.9688 - 664ms/epoch - 5ms/step
Epoch 1679/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9763 - val_loss: 0.1927 - val_auc: 0.9735 - 599ms/epoch - 5ms/step
Epoch 1680/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9744 - val_loss: 0.2092 - val_auc: 0.9673 - 607ms/epoch - 5ms/step
Epoch 1681/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9742 - val_loss: 0.2061 - val_auc: 0.9725 - 603ms/epoch - 5ms/step
Epoch 1682/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9755 - val_loss: 0.2045 - val_auc: 0.9713 - 596ms/epoch - 5ms/step
Epoch 1683/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9748 - val_loss: 0.1932 - val_auc: 0.9727 - 598ms/epoch - 5ms/step
Epoch 1684/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9741 - val_loss: 0.2609 - val_auc: 0.9706 - 596ms/epoch - 5ms/step
Epoch 1685/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9725 - val_loss: 0.1952 - val_auc: 0.9700 - 600ms/epoch - 5ms/step
Epoch 1686/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9740 - val_loss: 0.2019 - val_auc: 0.9676 - 595ms/epoch - 5ms/step
Epoch 1687/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9743 - val_loss: 0.1951 - val_auc: 0.9731 - 592ms/epoch - 5ms/step
Epoch 1688/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9732 - val_loss: 0.2029 - val_auc: 0.9712 - 592ms/epoch - 5ms/step
Epoch 1689/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9749 - val_loss: 0.2063 - val_auc: 0.9712 - 602ms/epoch - 5ms/step
Epoch 1690/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9739 - val_loss: 0.2210 - val_auc: 0.9730 - 610ms/epoch - 5ms/step
Epoch 1691/5000
124/124 - 1s - loss: 0.2116 - auc: 0.9699 - val_loss: 0.1997 - val_auc: 0.9702 - 601ms/epoch - 5ms/step
Epoch 1692/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9758 - val_loss: 0.1974 - val_auc: 0.9716 - 604ms/epoch - 5ms/step
Epoch 1693/5000
124/124 - 1s - loss: 0.2065 - auc: 0.9717 - val_loss: 0.1921 - val_auc: 0.9714 - 667ms/epoch - 5ms/step
Epoch 1694/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9759 - val_loss: 0.2244 - val_auc: 0.9662 - 620ms/epoch - 5ms/step
Epoch 1695/5000
124/124 - 1s - loss: 0.2042 - auc: 0.9702 - val_loss: 0.2233 - val_auc: 0.9703 - 671ms/epoch - 5ms/step
Epoch 1696/5000
124/124 - 1s - loss: 0.1998 - auc: 0.9725 - val_loss: 0.1913 - val_auc: 0.9721 - 624ms/epoch - 5ms/step
Epoch 1697/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9777 - val_loss: 0.2101 - val_auc: 0.9684 - 615ms/epoch - 5ms/step
Epoch 1698/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9736 - val_loss: 0.1940 - val_auc: 0.9723 - 665ms/epoch - 5ms/step
Epoch 1699/5000
124/124 - 1s - loss: 0.2052 - auc: 0.9706 - val_loss: 0.1974 - val_auc: 0.9723 - 601ms/epoch - 5ms/step
Epoch 1700/5000
124/124 - 1s - loss: 0.2023 - auc: 0.9727 - val_loss: 0.1962 - val_auc: 0.9718 - 603ms/epoch - 5ms/step
Epoch 1701/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9753 - val_loss: 0.2014 - val_auc: 0.9686 - 604ms/epoch - 5ms/step
Epoch 1702/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9755 - val_loss: 0.2017 - val_auc: 0.9695 - 605ms/epoch - 5ms/step
Epoch 1703/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9754 - val_loss: 0.2112 - val_auc: 0.9717 - 612ms/epoch - 5ms/step
Epoch 1704/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9739 - val_loss: 0.2049 - val_auc: 0.9703 - 617ms/epoch - 5ms/step
Epoch 1705/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9752 - val_loss: 0.2177 - val_auc: 0.9699 - 613ms/epoch - 5ms/step
Epoch 1706/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9766 - val_loss: 0.2068 - val_auc: 0.9680 - 599ms/epoch - 5ms/step
Epoch 1707/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9768 - val_loss: 0.2024 - val_auc: 0.9702 - 597ms/epoch - 5ms/step
Epoch 1708/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9734 - val_loss: 0.1974 - val_auc: 0.9717 - 597ms/epoch - 5ms/step
Epoch 1709/5000
124/124 - 1s - loss: 0.2055 - auc: 0.9730 - val_loss: 0.1981 - val_auc: 0.9700 - 598ms/epoch - 5ms/step
Epoch 1710/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9757 - val_loss: 0.2107 - val_auc: 0.9670 - 603ms/epoch - 5ms/step
Epoch 1711/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9733 - val_loss: 0.2093 - val_auc: 0.9677 - 591ms/epoch - 5ms/step
Epoch 1712/5000
124/124 - 1s - loss: 0.2091 - auc: 0.9694 - val_loss: 0.2003 - val_auc: 0.9700 - 598ms/epoch - 5ms/step
Epoch 1713/5000
124/124 - 1s - loss: 0.2003 - auc: 0.9721 - val_loss: 0.2104 - val_auc: 0.9686 - 610ms/epoch - 5ms/step
Epoch 1714/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9725 - val_loss: 0.2012 - val_auc: 0.9693 - 603ms/epoch - 5ms/step
Epoch 1715/5000
124/124 - 1s - loss: 0.2024 - auc: 0.9723 - val_loss: 0.2182 - val_auc: 0.9692 - 549ms/epoch - 4ms/step
Epoch 1716/5000
124/124 - 1s - loss: 0.2048 - auc: 0.9719 - val_loss: 0.2294 - val_auc: 0.9664 - 593ms/epoch - 5ms/step
Epoch 1717/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9751 - val_loss: 0.1985 - val_auc: 0.9723 - 595ms/epoch - 5ms/step
Epoch 1718/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9775 - val_loss: 0.2066 - val_auc: 0.9744 - 599ms/epoch - 5ms/step
Epoch 1719/5000
124/124 - 1s - loss: 0.1974 - auc: 0.9734 - val_loss: 0.1932 - val_auc: 0.9716 - 603ms/epoch - 5ms/step
Epoch 1720/5000
124/124 - 1s - loss: 0.1958 - auc: 0.9742 - val_loss: 0.2110 - val_auc: 0.9718 - 601ms/epoch - 5ms/step
Epoch 1721/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9746 - val_loss: 0.2012 - val_auc: 0.9690 - 604ms/epoch - 5ms/step
Epoch 1722/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9765 - val_loss: 0.1996 - val_auc: 0.9705 - 602ms/epoch - 5ms/step
Epoch 1723/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9758 - val_loss: 0.1943 - val_auc: 0.9699 - 597ms/epoch - 5ms/step
Epoch 1724/5000
124/124 - 1s - loss: 0.1988 - auc: 0.9729 - val_loss: 0.2033 - val_auc: 0.9706 - 607ms/epoch - 5ms/step
Epoch 1725/5000
124/124 - 1s - loss: 0.2017 - auc: 0.9722 - val_loss: 0.1981 - val_auc: 0.9705 - 609ms/epoch - 5ms/step
Epoch 1726/5000
124/124 - 1s - loss: 0.1961 - auc: 0.9745 - val_loss: 0.2034 - val_auc: 0.9699 - 670ms/epoch - 5ms/step
Epoch 1727/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9762 - val_loss: 0.3611 - val_auc: 0.9488 - 615ms/epoch - 5ms/step
Epoch 1728/5000
124/124 - 1s - loss: 0.2147 - auc: 0.9685 - val_loss: 0.1984 - val_auc: 0.9713 - 601ms/epoch - 5ms/step
Epoch 1729/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9746 - val_loss: 0.1994 - val_auc: 0.9697 - 613ms/epoch - 5ms/step
Epoch 1730/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9756 - val_loss: 0.1969 - val_auc: 0.9706 - 656ms/epoch - 5ms/step
Epoch 1731/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9753 - val_loss: 0.2006 - val_auc: 0.9715 - 600ms/epoch - 5ms/step
Epoch 1732/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9762 - val_loss: 0.2253 - val_auc: 0.9687 - 600ms/epoch - 5ms/step
Epoch 1733/5000
124/124 - 1s - loss: 0.2016 - auc: 0.9731 - val_loss: 0.2382 - val_auc: 0.9706 - 602ms/epoch - 5ms/step
Epoch 1734/5000
124/124 - 1s - loss: 0.1974 - auc: 0.9732 - val_loss: 0.1989 - val_auc: 0.9713 - 593ms/epoch - 5ms/step
Epoch 1735/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9754 - val_loss: 0.1936 - val_auc: 0.9732 - 592ms/epoch - 5ms/step
Epoch 1736/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9745 - val_loss: 0.2054 - val_auc: 0.9707 - 548ms/epoch - 4ms/step
Epoch 1737/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9742 - val_loss: 0.2036 - val_auc: 0.9694 - 596ms/epoch - 5ms/step
Epoch 1738/5000
124/124 - 1s - loss: 0.2055 - auc: 0.9702 - val_loss: 0.2084 - val_auc: 0.9704 - 540ms/epoch - 4ms/step
Epoch 1739/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9744 - val_loss: 0.2088 - val_auc: 0.9701 - 598ms/epoch - 5ms/step
Epoch 1740/5000
124/124 - 1s - loss: 0.1982 - auc: 0.9745 - val_loss: 0.1978 - val_auc: 0.9724 - 593ms/epoch - 5ms/step
Epoch 1741/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9775 - val_loss: 0.1960 - val_auc: 0.9724 - 590ms/epoch - 5ms/step
Epoch 1742/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9753 - val_loss: 0.2066 - val_auc: 0.9724 - 589ms/epoch - 5ms/step
Epoch 1743/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9745 - val_loss: 0.1959 - val_auc: 0.9707 - 593ms/epoch - 5ms/step
Epoch 1744/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9724 - val_loss: 0.1937 - val_auc: 0.9735 - 590ms/epoch - 5ms/step
Epoch 1745/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9749 - val_loss: 0.1956 - val_auc: 0.9707 - 601ms/epoch - 5ms/step
Epoch 1746/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9754 - val_loss: 0.1999 - val_auc: 0.9709 - 611ms/epoch - 5ms/step
Epoch 1747/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9748 - val_loss: 0.2064 - val_auc: 0.9664 - 615ms/epoch - 5ms/step
Epoch 1748/5000
124/124 - 1s - loss: 0.1945 - auc: 0.9744 - val_loss: 0.2065 - val_auc: 0.9704 - 602ms/epoch - 5ms/step
Epoch 1749/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9740 - val_loss: 0.1976 - val_auc: 0.9716 - 590ms/epoch - 5ms/step
Epoch 1750/5000
124/124 - 1s - loss: 0.2076 - auc: 0.9709 - val_loss: 0.2097 - val_auc: 0.9720 - 594ms/epoch - 5ms/step
Epoch 1751/5000
124/124 - 1s - loss: 0.2151 - auc: 0.9680 - val_loss: 0.2326 - val_auc: 0.9708 - 603ms/epoch - 5ms/step
Epoch 1752/5000
124/124 - 1s - loss: 0.2069 - auc: 0.9719 - val_loss: 0.2134 - val_auc: 0.9643 - 658ms/epoch - 5ms/step
Epoch 1753/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9741 - val_loss: 0.2106 - val_auc: 0.9732 - 537ms/epoch - 4ms/step
Epoch 1754/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9742 - val_loss: 0.1986 - val_auc: 0.9717 - 596ms/epoch - 5ms/step
Epoch 1755/5000
124/124 - 1s - loss: 0.1970 - auc: 0.9743 - val_loss: 0.2147 - val_auc: 0.9682 - 601ms/epoch - 5ms/step
Epoch 1756/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9746 - val_loss: 0.2014 - val_auc: 0.9704 - 594ms/epoch - 5ms/step
Epoch 1757/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9734 - val_loss: 0.1993 - val_auc: 0.9720 - 595ms/epoch - 5ms/step
Epoch 1758/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9726 - val_loss: 0.2001 - val_auc: 0.9705 - 594ms/epoch - 5ms/step
Epoch 1759/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9748 - val_loss: 0.1998 - val_auc: 0.9695 - 596ms/epoch - 5ms/step
Epoch 1760/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9769 - val_loss: 0.2137 - val_auc: 0.9640 - 597ms/epoch - 5ms/step
Epoch 1761/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9740 - val_loss: 0.2175 - val_auc: 0.9718 - 595ms/epoch - 5ms/step
Epoch 1762/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9735 - val_loss: 0.1985 - val_auc: 0.9727 - 605ms/epoch - 5ms/step
Epoch 1763/5000
124/124 - 1s - loss: 0.1995 - auc: 0.9713 - val_loss: 0.2011 - val_auc: 0.9723 - 597ms/epoch - 5ms/step
Epoch 1764/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9763 - val_loss: 0.2048 - val_auc: 0.9737 - 596ms/epoch - 5ms/step
Epoch 1765/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9743 - val_loss: 0.2114 - val_auc: 0.9711 - 598ms/epoch - 5ms/step
Epoch 1766/5000
124/124 - 1s - loss: 0.2100 - auc: 0.9712 - val_loss: 0.2701 - val_auc: 0.9711 - 592ms/epoch - 5ms/step
Epoch 1767/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9741 - val_loss: 0.2047 - val_auc: 0.9717 - 593ms/epoch - 5ms/step
Epoch 1768/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9754 - val_loss: 0.1970 - val_auc: 0.9709 - 604ms/epoch - 5ms/step
Epoch 1769/5000
124/124 - 1s - loss: 0.2013 - auc: 0.9728 - val_loss: 0.2209 - val_auc: 0.9666 - 597ms/epoch - 5ms/step
Epoch 1770/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9743 - val_loss: 0.2013 - val_auc: 0.9690 - 602ms/epoch - 5ms/step
Epoch 1771/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9747 - val_loss: 0.1991 - val_auc: 0.9704 - 594ms/epoch - 5ms/step
Epoch 1772/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9754 - val_loss: 0.2117 - val_auc: 0.9699 - 600ms/epoch - 5ms/step
Epoch 1773/5000
124/124 - 1s - loss: 0.2022 - auc: 0.9735 - val_loss: 0.1977 - val_auc: 0.9712 - 595ms/epoch - 5ms/step
Epoch 1774/5000
124/124 - 1s - loss: 0.2034 - auc: 0.9728 - val_loss: 0.1971 - val_auc: 0.9702 - 595ms/epoch - 5ms/step
Epoch 1775/5000
124/124 - 1s - loss: 0.1982 - auc: 0.9730 - val_loss: 0.2079 - val_auc: 0.9660 - 598ms/epoch - 5ms/step
Epoch 1776/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9750 - val_loss: 0.2090 - val_auc: 0.9708 - 591ms/epoch - 5ms/step
Epoch 1777/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9747 - val_loss: 0.2059 - val_auc: 0.9715 - 600ms/epoch - 5ms/step
Epoch 1778/5000
124/124 - 1s - loss: 0.2101 - auc: 0.9700 - val_loss: 0.2221 - val_auc: 0.9695 - 594ms/epoch - 5ms/step
Epoch 1779/5000
124/124 - 1s - loss: 0.2126 - auc: 0.9694 - val_loss: 0.2075 - val_auc: 0.9690 - 604ms/epoch - 5ms/step
Epoch 1780/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9757 - val_loss: 0.1953 - val_auc: 0.9720 - 604ms/epoch - 5ms/step
Epoch 1781/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9748 - val_loss: 0.2292 - val_auc: 0.9674 - 604ms/epoch - 5ms/step
Epoch 1782/5000
124/124 - 1s - loss: 0.2043 - auc: 0.9701 - val_loss: 0.2165 - val_auc: 0.9710 - 597ms/epoch - 5ms/step
Epoch 1783/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9749 - val_loss: 0.2041 - val_auc: 0.9692 - 599ms/epoch - 5ms/step
Epoch 1784/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9736 - val_loss: 0.1948 - val_auc: 0.9715 - 596ms/epoch - 5ms/step
Epoch 1785/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9751 - val_loss: 0.2086 - val_auc: 0.9696 - 595ms/epoch - 5ms/step
Epoch 1786/5000
124/124 - 1s - loss: 0.2030 - auc: 0.9706 - val_loss: 0.1974 - val_auc: 0.9722 - 594ms/epoch - 5ms/step
Epoch 1787/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9763 - val_loss: 0.2183 - val_auc: 0.9726 - 595ms/epoch - 5ms/step
Epoch 1788/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9757 - val_loss: 0.2240 - val_auc: 0.9708 - 602ms/epoch - 5ms/step
Epoch 1789/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9744 - val_loss: 0.1937 - val_auc: 0.9731 - 606ms/epoch - 5ms/step
Epoch 1790/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9748 - val_loss: 0.2181 - val_auc: 0.9666 - 674ms/epoch - 5ms/step
Epoch 1791/5000
124/124 - 1s - loss: 0.2004 - auc: 0.9727 - val_loss: 0.2025 - val_auc: 0.9714 - 611ms/epoch - 5ms/step
Epoch 1792/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9731 - val_loss: 0.2134 - val_auc: 0.9721 - 609ms/epoch - 5ms/step
Epoch 1793/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9741 - val_loss: 0.2102 - val_auc: 0.9702 - 668ms/epoch - 5ms/step
Epoch 1794/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9742 - val_loss: 0.2166 - val_auc: 0.9731 - 612ms/epoch - 5ms/step
Epoch 1795/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9763 - val_loss: 0.1907 - val_auc: 0.9731 - 686ms/epoch - 6ms/step
Epoch 1796/5000
124/124 - 1s - loss: 0.1988 - auc: 0.9718 - val_loss: 0.1964 - val_auc: 0.9693 - 617ms/epoch - 5ms/step
Epoch 1797/5000
124/124 - 1s - loss: 0.1993 - auc: 0.9730 - val_loss: 0.2059 - val_auc: 0.9687 - 676ms/epoch - 5ms/step
Epoch 1798/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9740 - val_loss: 0.1996 - val_auc: 0.9708 - 617ms/epoch - 5ms/step
Epoch 1799/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9739 - val_loss: 0.2412 - val_auc: 0.9692 - 613ms/epoch - 5ms/step
Epoch 1800/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9734 - val_loss: 0.2136 - val_auc: 0.9706 - 655ms/epoch - 5ms/step
Epoch 1801/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9749 - val_loss: 0.2027 - val_auc: 0.9706 - 606ms/epoch - 5ms/step
Epoch 1802/5000
124/124 - 1s - loss: 0.2027 - auc: 0.9712 - val_loss: 0.1889 - val_auc: 0.9731 - 599ms/epoch - 5ms/step
Epoch 1803/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9744 - val_loss: 0.1852 - val_auc: 0.9753 - 602ms/epoch - 5ms/step
Epoch 1804/5000
124/124 - 1s - loss: 0.2021 - auc: 0.9723 - val_loss: 0.1898 - val_auc: 0.9752 - 597ms/epoch - 5ms/step
Epoch 1805/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9754 - val_loss: 0.2228 - val_auc: 0.9673 - 602ms/epoch - 5ms/step
Epoch 1806/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9723 - val_loss: 0.1929 - val_auc: 0.9762 - 597ms/epoch - 5ms/step
Epoch 1807/5000
124/124 - 1s - loss: 0.1960 - auc: 0.9740 - val_loss: 0.1927 - val_auc: 0.9719 - 591ms/epoch - 5ms/step
Epoch 1808/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9755 - val_loss: 0.2197 - val_auc: 0.9648 - 590ms/epoch - 5ms/step
Epoch 1809/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9734 - val_loss: 0.1908 - val_auc: 0.9733 - 675ms/epoch - 5ms/step
Epoch 1810/5000
124/124 - 1s - loss: 0.2098 - auc: 0.9698 - val_loss: 0.2002 - val_auc: 0.9721 - 540ms/epoch - 4ms/step
Epoch 1811/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9746 - val_loss: 0.2107 - val_auc: 0.9705 - 608ms/epoch - 5ms/step
Epoch 1812/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9745 - val_loss: 0.2070 - val_auc: 0.9686 - 666ms/epoch - 5ms/step
Epoch 1813/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9757 - val_loss: 0.2375 - val_auc: 0.9673 - 598ms/epoch - 5ms/step
Epoch 1814/5000
124/124 - 1s - loss: 0.1982 - auc: 0.9736 - val_loss: 0.1988 - val_auc: 0.9703 - 540ms/epoch - 4ms/step
Epoch 1815/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9756 - val_loss: 0.1981 - val_auc: 0.9718 - 595ms/epoch - 5ms/step
Epoch 1816/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9773 - val_loss: 0.2118 - val_auc: 0.9727 - 598ms/epoch - 5ms/step
Epoch 1817/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9741 - val_loss: 0.2210 - val_auc: 0.9710 - 541ms/epoch - 4ms/step
Epoch 1818/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9737 - val_loss: 0.1895 - val_auc: 0.9733 - 583ms/epoch - 5ms/step
Epoch 1819/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9756 - val_loss: 0.1980 - val_auc: 0.9715 - 590ms/epoch - 5ms/step
Epoch 1820/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9744 - val_loss: 0.2006 - val_auc: 0.9709 - 593ms/epoch - 5ms/step
Epoch 1821/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9758 - val_loss: 0.1940 - val_auc: 0.9703 - 598ms/epoch - 5ms/step
Epoch 1822/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9742 - val_loss: 0.1998 - val_auc: 0.9707 - 601ms/epoch - 5ms/step
Epoch 1823/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9751 - val_loss: 0.2043 - val_auc: 0.9686 - 609ms/epoch - 5ms/step
Epoch 1824/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9754 - val_loss: 0.2079 - val_auc: 0.9670 - 613ms/epoch - 5ms/step
Epoch 1825/5000
124/124 - 1s - loss: 0.1945 - auc: 0.9748 - val_loss: 0.3141 - val_auc: 0.9702 - 659ms/epoch - 5ms/step
Epoch 1826/5000
124/124 - 1s - loss: 0.2057 - auc: 0.9698 - val_loss: 0.1961 - val_auc: 0.9720 - 617ms/epoch - 5ms/step
Epoch 1827/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9770 - val_loss: 0.2029 - val_auc: 0.9679 - 615ms/epoch - 5ms/step
Epoch 1828/5000
124/124 - 1s - loss: 0.1953 - auc: 0.9749 - val_loss: 0.2001 - val_auc: 0.9697 - 669ms/epoch - 5ms/step
Epoch 1829/5000
124/124 - 1s - loss: 0.2017 - auc: 0.9715 - val_loss: 0.1959 - val_auc: 0.9712 - 609ms/epoch - 5ms/step
Epoch 1830/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9763 - val_loss: 0.2459 - val_auc: 0.9661 - 609ms/epoch - 5ms/step
Epoch 1831/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9761 - val_loss: 0.2194 - val_auc: 0.9665 - 665ms/epoch - 5ms/step
Epoch 1832/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9747 - val_loss: 0.2059 - val_auc: 0.9678 - 604ms/epoch - 5ms/step
Epoch 1833/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9740 - val_loss: 0.2012 - val_auc: 0.9736 - 614ms/epoch - 5ms/step
Epoch 1834/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9747 - val_loss: 0.2074 - val_auc: 0.9687 - 605ms/epoch - 5ms/step
Epoch 1835/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9738 - val_loss: 0.2283 - val_auc: 0.9649 - 607ms/epoch - 5ms/step
Epoch 1836/5000
124/124 - 1s - loss: 0.2037 - auc: 0.9718 - val_loss: 0.2089 - val_auc: 0.9681 - 657ms/epoch - 5ms/step
Epoch 1837/5000
124/124 - 1s - loss: 0.2060 - auc: 0.9713 - val_loss: 0.1994 - val_auc: 0.9723 - 602ms/epoch - 5ms/step
Epoch 1838/5000
124/124 - 1s - loss: 0.1982 - auc: 0.9736 - val_loss: 0.1979 - val_auc: 0.9703 - 594ms/epoch - 5ms/step
Epoch 1839/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9755 - val_loss: 0.1995 - val_auc: 0.9703 - 549ms/epoch - 4ms/step
Epoch 1840/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9769 - val_loss: 0.1994 - val_auc: 0.9703 - 544ms/epoch - 4ms/step
Epoch 1841/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9764 - val_loss: 0.1916 - val_auc: 0.9711 - 597ms/epoch - 5ms/step
Epoch 1842/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9769 - val_loss: 0.2003 - val_auc: 0.9714 - 604ms/epoch - 5ms/step
Epoch 1843/5000
124/124 - 1s - loss: 0.1899 - auc: 0.9765 - val_loss: 0.2178 - val_auc: 0.9734 - 594ms/epoch - 5ms/step
Epoch 1844/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9741 - val_loss: 0.2052 - val_auc: 0.9699 - 616ms/epoch - 5ms/step
Epoch 1845/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9754 - val_loss: 0.1979 - val_auc: 0.9689 - 683ms/epoch - 6ms/step
Epoch 1846/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9733 - val_loss: 0.2005 - val_auc: 0.9676 - 613ms/epoch - 5ms/step
Epoch 1847/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9758 - val_loss: 0.2016 - val_auc: 0.9688 - 827ms/epoch - 7ms/step
Epoch 1848/5000
124/124 - 1s - loss: 0.2031 - auc: 0.9712 - val_loss: 0.2120 - val_auc: 0.9681 - 770ms/epoch - 6ms/step
Epoch 1849/5000
124/124 - 1s - loss: 0.1899 - auc: 0.9769 - val_loss: 0.1985 - val_auc: 0.9710 - 609ms/epoch - 5ms/step
Epoch 1850/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9732 - val_loss: 0.2163 - val_auc: 0.9700 - 597ms/epoch - 5ms/step
Epoch 1851/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9737 - val_loss: 0.2078 - val_auc: 0.9651 - 596ms/epoch - 5ms/step
Epoch 1852/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9750 - val_loss: 0.2030 - val_auc: 0.9684 - 595ms/epoch - 5ms/step
Epoch 1853/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9735 - val_loss: 0.2010 - val_auc: 0.9708 - 606ms/epoch - 5ms/step
Epoch 1854/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9747 - val_loss: 0.1979 - val_auc: 0.9696 - 598ms/epoch - 5ms/step
Epoch 1855/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9745 - val_loss: 0.1986 - val_auc: 0.9694 - 586ms/epoch - 5ms/step
Epoch 1856/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9746 - val_loss: 0.2130 - val_auc: 0.9709 - 594ms/epoch - 5ms/step
Epoch 1857/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9763 - val_loss: 0.1994 - val_auc: 0.9704 - 588ms/epoch - 5ms/step
Epoch 1858/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9748 - val_loss: 0.2198 - val_auc: 0.9695 - 599ms/epoch - 5ms/step
Epoch 1859/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9739 - val_loss: 0.1961 - val_auc: 0.9697 - 591ms/epoch - 5ms/step
Epoch 1860/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9752 - val_loss: 0.1977 - val_auc: 0.9712 - 610ms/epoch - 5ms/step
Epoch 1861/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9749 - val_loss: 0.2241 - val_auc: 0.9709 - 597ms/epoch - 5ms/step
Epoch 1862/5000
124/124 - 1s - loss: 0.1990 - auc: 0.9725 - val_loss: 0.2456 - val_auc: 0.9679 - 601ms/epoch - 5ms/step
Epoch 1863/5000
124/124 - 1s - loss: 0.2000 - auc: 0.9725 - val_loss: 0.2166 - val_auc: 0.9680 - 594ms/epoch - 5ms/step
Epoch 1864/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9755 - val_loss: 0.2070 - val_auc: 0.9713 - 597ms/epoch - 5ms/step
Epoch 1865/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9734 - val_loss: 0.2133 - val_auc: 0.9700 - 604ms/epoch - 5ms/step
Epoch 1866/5000
124/124 - 1s - loss: 0.1980 - auc: 0.9739 - val_loss: 0.1919 - val_auc: 0.9714 - 592ms/epoch - 5ms/step
Epoch 1867/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9754 - val_loss: 0.1959 - val_auc: 0.9714 - 590ms/epoch - 5ms/step
Epoch 1868/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9741 - val_loss: 0.1967 - val_auc: 0.9709 - 594ms/epoch - 5ms/step
Epoch 1869/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9757 - val_loss: 0.1987 - val_auc: 0.9706 - 604ms/epoch - 5ms/step
Epoch 1870/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9760 - val_loss: 0.2064 - val_auc: 0.9688 - 595ms/epoch - 5ms/step
Epoch 1871/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9745 - val_loss: 0.1916 - val_auc: 0.9710 - 595ms/epoch - 5ms/step
Epoch 1872/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9762 - val_loss: 0.1874 - val_auc: 0.9743 - 590ms/epoch - 5ms/step
Epoch 1873/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9740 - val_loss: 0.2023 - val_auc: 0.9690 - 598ms/epoch - 5ms/step
Epoch 1874/5000
124/124 - 1s - loss: 0.2000 - auc: 0.9729 - val_loss: 0.2032 - val_auc: 0.9691 - 539ms/epoch - 4ms/step
Epoch 1875/5000
124/124 - 1s - loss: 0.2008 - auc: 0.9717 - val_loss: 0.2139 - val_auc: 0.9709 - 599ms/epoch - 5ms/step
Epoch 1876/5000
124/124 - 1s - loss: 0.1996 - auc: 0.9735 - val_loss: 0.2257 - val_auc: 0.9702 - 596ms/epoch - 5ms/step
Epoch 1877/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9736 - val_loss: 0.1996 - val_auc: 0.9728 - 656ms/epoch - 5ms/step
Epoch 1878/5000
124/124 - 1s - loss: 0.2038 - auc: 0.9706 - val_loss: 0.2076 - val_auc: 0.9720 - 601ms/epoch - 5ms/step
Epoch 1879/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9748 - val_loss: 0.2301 - val_auc: 0.9713 - 597ms/epoch - 5ms/step
Epoch 1880/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9754 - val_loss: 0.2082 - val_auc: 0.9674 - 543ms/epoch - 4ms/step
Epoch 1881/5000
124/124 - 1s - loss: 0.1960 - auc: 0.9737 - val_loss: 0.2082 - val_auc: 0.9667 - 595ms/epoch - 5ms/step
Epoch 1882/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9764 - val_loss: 0.2154 - val_auc: 0.9703 - 591ms/epoch - 5ms/step
Epoch 1883/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9765 - val_loss: 0.1924 - val_auc: 0.9730 - 594ms/epoch - 5ms/step
Epoch 1884/5000
124/124 - 1s - loss: 0.1996 - auc: 0.9729 - val_loss: 0.2096 - val_auc: 0.9699 - 593ms/epoch - 5ms/step
Epoch 1885/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9745 - val_loss: 0.1975 - val_auc: 0.9710 - 594ms/epoch - 5ms/step
Epoch 1886/5000
124/124 - 1s - loss: 0.1834 - auc: 0.9778 - val_loss: 0.1984 - val_auc: 0.9689 - 598ms/epoch - 5ms/step
Epoch 1887/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9748 - val_loss: 0.2106 - val_auc: 0.9674 - 611ms/epoch - 5ms/step
Epoch 1888/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9743 - val_loss: 0.1996 - val_auc: 0.9704 - 600ms/epoch - 5ms/step
Epoch 1889/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9753 - val_loss: 0.1967 - val_auc: 0.9706 - 662ms/epoch - 5ms/step
Epoch 1890/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9752 - val_loss: 0.2225 - val_auc: 0.9672 - 614ms/epoch - 5ms/step
Epoch 1891/5000
124/124 - 1s - loss: 0.1953 - auc: 0.9736 - val_loss: 0.2128 - val_auc: 0.9726 - 617ms/epoch - 5ms/step
Epoch 1892/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9750 - val_loss: 0.1927 - val_auc: 0.9707 - 616ms/epoch - 5ms/step
Epoch 1893/5000
124/124 - 1s - loss: 0.1958 - auc: 0.9743 - val_loss: 0.2790 - val_auc: 0.9684 - 622ms/epoch - 5ms/step
Epoch 1894/5000
124/124 - 1s - loss: 0.2038 - auc: 0.9720 - val_loss: 0.2170 - val_auc: 0.9677 - 666ms/epoch - 5ms/step
Epoch 1895/5000
124/124 - 1s - loss: 0.2072 - auc: 0.9702 - val_loss: 0.2405 - val_auc: 0.9667 - 610ms/epoch - 5ms/step
Epoch 1896/5000
124/124 - 1s - loss: 0.1993 - auc: 0.9732 - val_loss: 0.1948 - val_auc: 0.9733 - 604ms/epoch - 5ms/step
Epoch 1897/5000
124/124 - 1s - loss: 0.2003 - auc: 0.9732 - val_loss: 0.2179 - val_auc: 0.9704 - 606ms/epoch - 5ms/step
Epoch 1898/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9739 - val_loss: 0.2122 - val_auc: 0.9720 - 660ms/epoch - 5ms/step
Epoch 1899/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9754 - val_loss: 0.1968 - val_auc: 0.9705 - 600ms/epoch - 5ms/step
Epoch 1900/5000
124/124 - 1s - loss: 0.1953 - auc: 0.9746 - val_loss: 0.2026 - val_auc: 0.9702 - 595ms/epoch - 5ms/step
Epoch 1901/5000
124/124 - 1s - loss: 0.2009 - auc: 0.9724 - val_loss: 0.2139 - val_auc: 0.9710 - 551ms/epoch - 4ms/step
Epoch 1902/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9762 - val_loss: 0.2105 - val_auc: 0.9713 - 593ms/epoch - 5ms/step
Epoch 1903/5000
124/124 - 1s - loss: 0.2065 - auc: 0.9709 - val_loss: 0.2023 - val_auc: 0.9691 - 598ms/epoch - 5ms/step
Epoch 1904/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9748 - val_loss: 0.1943 - val_auc: 0.9716 - 543ms/epoch - 4ms/step
Epoch 1905/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9740 - val_loss: 0.1973 - val_auc: 0.9706 - 594ms/epoch - 5ms/step
Epoch 1906/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9762 - val_loss: 0.2055 - val_auc: 0.9710 - 593ms/epoch - 5ms/step
Epoch 1907/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9745 - val_loss: 0.2280 - val_auc: 0.9662 - 605ms/epoch - 5ms/step
Epoch 1908/5000
124/124 - 1s - loss: 0.2080 - auc: 0.9703 - val_loss: 0.2975 - val_auc: 0.9653 - 595ms/epoch - 5ms/step
Epoch 1909/5000
124/124 - 1s - loss: 0.2039 - auc: 0.9722 - val_loss: 0.1960 - val_auc: 0.9711 - 596ms/epoch - 5ms/step
Epoch 1910/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9749 - val_loss: 0.1907 - val_auc: 0.9730 - 603ms/epoch - 5ms/step
Epoch 1911/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9737 - val_loss: 0.2992 - val_auc: 0.9641 - 655ms/epoch - 5ms/step
Epoch 1912/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9752 - val_loss: 0.2083 - val_auc: 0.9695 - 541ms/epoch - 4ms/step
Epoch 1913/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9767 - val_loss: 0.2124 - val_auc: 0.9730 - 593ms/epoch - 5ms/step
Epoch 1914/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9747 - val_loss: 0.2303 - val_auc: 0.9696 - 593ms/epoch - 5ms/step
Epoch 1915/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9739 - val_loss: 0.2050 - val_auc: 0.9704 - 590ms/epoch - 5ms/step
Epoch 1916/5000
124/124 - 1s - loss: 0.1980 - auc: 0.9724 - val_loss: 0.2057 - val_auc: 0.9691 - 599ms/epoch - 5ms/step
Epoch 1917/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9738 - val_loss: 0.1946 - val_auc: 0.9698 - 592ms/epoch - 5ms/step
Epoch 1918/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9749 - val_loss: 0.2351 - val_auc: 0.9586 - 602ms/epoch - 5ms/step
Epoch 1919/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9730 - val_loss: 0.2054 - val_auc: 0.9693 - 594ms/epoch - 5ms/step
Epoch 1920/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9738 - val_loss: 0.2022 - val_auc: 0.9721 - 599ms/epoch - 5ms/step
Epoch 1921/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9738 - val_loss: 0.2083 - val_auc: 0.9698 - 610ms/epoch - 5ms/step
Epoch 1922/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9751 - val_loss: 0.1978 - val_auc: 0.9724 - 609ms/epoch - 5ms/step
Epoch 1923/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9735 - val_loss: 0.2102 - val_auc: 0.9658 - 662ms/epoch - 5ms/step
Epoch 1924/5000
124/124 - 1s - loss: 0.2085 - auc: 0.9715 - val_loss: 0.2029 - val_auc: 0.9685 - 610ms/epoch - 5ms/step
Epoch 1925/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9733 - val_loss: 0.1959 - val_auc: 0.9736 - 606ms/epoch - 5ms/step
Epoch 1926/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9761 - val_loss: 0.1989 - val_auc: 0.9689 - 605ms/epoch - 5ms/step
Epoch 1927/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9763 - val_loss: 0.2041 - val_auc: 0.9711 - 598ms/epoch - 5ms/step
Epoch 1928/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9753 - val_loss: 0.2059 - val_auc: 0.9679 - 596ms/epoch - 5ms/step
Epoch 1929/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9754 - val_loss: 0.2045 - val_auc: 0.9675 - 595ms/epoch - 5ms/step
Epoch 1930/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9749 - val_loss: 0.2418 - val_auc: 0.9641 - 597ms/epoch - 5ms/step
Epoch 1931/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9749 - val_loss: 0.1984 - val_auc: 0.9705 - 594ms/epoch - 5ms/step
Epoch 1932/5000
124/124 - 1s - loss: 0.1953 - auc: 0.9743 - val_loss: 0.2003 - val_auc: 0.9715 - 593ms/epoch - 5ms/step
Epoch 1933/5000
124/124 - 1s - loss: 0.1958 - auc: 0.9733 - val_loss: 0.1972 - val_auc: 0.9708 - 599ms/epoch - 5ms/step
Epoch 1934/5000
124/124 - 1s - loss: 0.2010 - auc: 0.9723 - val_loss: 0.2209 - val_auc: 0.9685 - 596ms/epoch - 5ms/step
Epoch 1935/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9744 - val_loss: 0.1995 - val_auc: 0.9716 - 599ms/epoch - 5ms/step
Epoch 1936/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9735 - val_loss: 0.2038 - val_auc: 0.9698 - 602ms/epoch - 5ms/step
Epoch 1937/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9726 - val_loss: 0.1921 - val_auc: 0.9729 - 601ms/epoch - 5ms/step
Epoch 1938/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9749 - val_loss: 0.2101 - val_auc: 0.9704 - 600ms/epoch - 5ms/step
Epoch 1939/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9746 - val_loss: 0.2006 - val_auc: 0.9709 - 601ms/epoch - 5ms/step
Epoch 1940/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9765 - val_loss: 0.1996 - val_auc: 0.9704 - 594ms/epoch - 5ms/step
Epoch 1941/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9720 - val_loss: 0.2066 - val_auc: 0.9671 - 598ms/epoch - 5ms/step
Epoch 1942/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9761 - val_loss: 0.2086 - val_auc: 0.9684 - 604ms/epoch - 5ms/step
Epoch 1943/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9747 - val_loss: 0.2030 - val_auc: 0.9678 - 665ms/epoch - 5ms/step
Epoch 1944/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9756 - val_loss: 0.2231 - val_auc: 0.9713 - 591ms/epoch - 5ms/step
Epoch 1945/5000
124/124 - 1s - loss: 0.2026 - auc: 0.9728 - val_loss: 0.2108 - val_auc: 0.9660 - 543ms/epoch - 4ms/step
Epoch 1946/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9744 - val_loss: 0.2003 - val_auc: 0.9715 - 553ms/epoch - 4ms/step
Epoch 1947/5000
124/124 - 1s - loss: 0.2001 - auc: 0.9741 - val_loss: 0.1994 - val_auc: 0.9710 - 585ms/epoch - 5ms/step
Epoch 1948/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9753 - val_loss: 0.1964 - val_auc: 0.9724 - 597ms/epoch - 5ms/step
Epoch 1949/5000
124/124 - 1s - loss: 0.1989 - auc: 0.9729 - val_loss: 0.1942 - val_auc: 0.9727 - 610ms/epoch - 5ms/step
Epoch 1950/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9756 - val_loss: 0.2083 - val_auc: 0.9711 - 649ms/epoch - 5ms/step
Epoch 1951/5000
124/124 - 1s - loss: 0.1997 - auc: 0.9737 - val_loss: 0.1960 - val_auc: 0.9702 - 604ms/epoch - 5ms/step
Epoch 1952/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9744 - val_loss: 0.1899 - val_auc: 0.9732 - 604ms/epoch - 5ms/step
Epoch 1953/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9734 - val_loss: 0.2308 - val_auc: 0.9687 - 599ms/epoch - 5ms/step
Epoch 1954/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9756 - val_loss: 0.1984 - val_auc: 0.9692 - 599ms/epoch - 5ms/step
Epoch 1955/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9753 - val_loss: 0.1993 - val_auc: 0.9707 - 592ms/epoch - 5ms/step
Epoch 1956/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9758 - val_loss: 0.1971 - val_auc: 0.9710 - 598ms/epoch - 5ms/step
Epoch 1957/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9748 - val_loss: 0.2014 - val_auc: 0.9698 - 606ms/epoch - 5ms/step
Epoch 1958/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9745 - val_loss: 0.2011 - val_auc: 0.9694 - 601ms/epoch - 5ms/step
Epoch 1959/5000
124/124 - 1s - loss: 0.2028 - auc: 0.9722 - val_loss: 0.1907 - val_auc: 0.9717 - 614ms/epoch - 5ms/step
Epoch 1960/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9753 - val_loss: 0.2141 - val_auc: 0.9682 - 600ms/epoch - 5ms/step
Epoch 1961/5000
124/124 - 1s - loss: 0.2034 - auc: 0.9719 - val_loss: 0.2003 - val_auc: 0.9689 - 599ms/epoch - 5ms/step
Epoch 1962/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9767 - val_loss: 0.2009 - val_auc: 0.9687 - 603ms/epoch - 5ms/step
Epoch 1963/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9754 - val_loss: 0.2046 - val_auc: 0.9676 - 592ms/epoch - 5ms/step
Epoch 1964/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9762 - val_loss: 0.1901 - val_auc: 0.9738 - 590ms/epoch - 5ms/step
Epoch 1965/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9756 - val_loss: 0.2338 - val_auc: 0.9619 - 595ms/epoch - 5ms/step
Epoch 1966/5000
124/124 - 1s - loss: 0.2067 - auc: 0.9719 - val_loss: 0.2089 - val_auc: 0.9664 - 601ms/epoch - 5ms/step
Epoch 1967/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9754 - val_loss: 0.2042 - val_auc: 0.9712 - 587ms/epoch - 5ms/step
Epoch 1968/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9769 - val_loss: 0.1938 - val_auc: 0.9719 - 592ms/epoch - 5ms/step
Epoch 1969/5000
124/124 - 1s - loss: 0.1989 - auc: 0.9727 - val_loss: 0.1933 - val_auc: 0.9716 - 585ms/epoch - 5ms/step
Epoch 1970/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9739 - val_loss: 0.2000 - val_auc: 0.9691 - 598ms/epoch - 5ms/step
Epoch 1971/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9743 - val_loss: 0.2122 - val_auc: 0.9662 - 601ms/epoch - 5ms/step
Epoch 1972/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9741 - val_loss: 0.1953 - val_auc: 0.9703 - 595ms/epoch - 5ms/step
Epoch 1973/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9743 - val_loss: 0.2106 - val_auc: 0.9703 - 591ms/epoch - 5ms/step
Epoch 1974/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9739 - val_loss: 0.2047 - val_auc: 0.9675 - 600ms/epoch - 5ms/step
Epoch 1975/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9747 - val_loss: 0.1972 - val_auc: 0.9693 - 542ms/epoch - 4ms/step
Epoch 1976/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9752 - val_loss: 0.2110 - val_auc: 0.9667 - 654ms/epoch - 5ms/step
Epoch 1977/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9767 - val_loss: 0.1954 - val_auc: 0.9707 - 597ms/epoch - 5ms/step
Epoch 1978/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9767 - val_loss: 0.2047 - val_auc: 0.9664 - 539ms/epoch - 4ms/step
Epoch 1979/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9766 - val_loss: 0.2038 - val_auc: 0.9682 - 594ms/epoch - 5ms/step
Epoch 1980/5000
124/124 - 1s - loss: 0.1945 - auc: 0.9745 - val_loss: 0.1977 - val_auc: 0.9734 - 597ms/epoch - 5ms/step
Epoch 1981/5000
124/124 - 1s - loss: 0.1981 - auc: 0.9725 - val_loss: 0.2067 - val_auc: 0.9716 - 596ms/epoch - 5ms/step
Epoch 1982/5000
124/124 - 1s - loss: 0.2018 - auc: 0.9722 - val_loss: 0.2078 - val_auc: 0.9685 - 597ms/epoch - 5ms/step
Epoch 1983/5000
124/124 - 1s - loss: 0.2010 - auc: 0.9714 - val_loss: 0.2007 - val_auc: 0.9715 - 591ms/epoch - 5ms/step
Epoch 1984/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9752 - val_loss: 0.2390 - val_auc: 0.9674 - 600ms/epoch - 5ms/step
Epoch 1985/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9742 - val_loss: 0.2119 - val_auc: 0.9661 - 597ms/epoch - 5ms/step
Epoch 1986/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9753 - val_loss: 0.2022 - val_auc: 0.9723 - 607ms/epoch - 5ms/step
Epoch 1987/5000
124/124 - 1s - loss: 0.1953 - auc: 0.9742 - val_loss: 0.2169 - val_auc: 0.9640 - 663ms/epoch - 5ms/step
Epoch 1988/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9766 - val_loss: 0.2353 - val_auc: 0.9680 - 605ms/epoch - 5ms/step
Epoch 1989/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9748 - val_loss: 0.1953 - val_auc: 0.9724 - 617ms/epoch - 5ms/step
Epoch 1990/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9773 - val_loss: 0.1927 - val_auc: 0.9721 - 674ms/epoch - 5ms/step
Epoch 1991/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9727 - val_loss: 0.2042 - val_auc: 0.9690 - 612ms/epoch - 5ms/step
Epoch 1992/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9757 - val_loss: 0.1942 - val_auc: 0.9717 - 621ms/epoch - 5ms/step
Epoch 1993/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9744 - val_loss: 0.2249 - val_auc: 0.9679 - 684ms/epoch - 6ms/step
Epoch 1994/5000
124/124 - 1s - loss: 0.2010 - auc: 0.9735 - val_loss: 0.1987 - val_auc: 0.9708 - 675ms/epoch - 5ms/step
Epoch 1995/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9736 - val_loss: 0.1954 - val_auc: 0.9737 - 601ms/epoch - 5ms/step
Epoch 1996/5000
124/124 - 1s - loss: 0.1993 - auc: 0.9726 - val_loss: 0.2041 - val_auc: 0.9733 - 611ms/epoch - 5ms/step
Epoch 1997/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9751 - val_loss: 0.2075 - val_auc: 0.9723 - 601ms/epoch - 5ms/step
Epoch 1998/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9749 - val_loss: 0.2240 - val_auc: 0.9642 - 600ms/epoch - 5ms/step
Epoch 1999/5000
124/124 - 1s - loss: 0.1961 - auc: 0.9741 - val_loss: 0.1955 - val_auc: 0.9750 - 600ms/epoch - 5ms/step
Epoch 2000/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9758 - val_loss: 0.2067 - val_auc: 0.9719 - 599ms/epoch - 5ms/step
Epoch 2001/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9753 - val_loss: 0.1981 - val_auc: 0.9702 - 602ms/epoch - 5ms/step
Epoch 2002/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9742 - val_loss: 0.2234 - val_auc: 0.9667 - 592ms/epoch - 5ms/step
Epoch 2003/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9738 - val_loss: 0.2007 - val_auc: 0.9718 - 592ms/epoch - 5ms/step
Epoch 2004/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9717 - val_loss: 0.2104 - val_auc: 0.9659 - 598ms/epoch - 5ms/step
Epoch 2005/5000
124/124 - 1s - loss: 0.2041 - auc: 0.9692 - val_loss: 0.2195 - val_auc: 0.9712 - 598ms/epoch - 5ms/step
Epoch 2006/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9758 - val_loss: 0.2054 - val_auc: 0.9704 - 596ms/epoch - 5ms/step
Epoch 2007/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9734 - val_loss: 0.2169 - val_auc: 0.9660 - 605ms/epoch - 5ms/step
Epoch 2008/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9759 - val_loss: 0.2045 - val_auc: 0.9679 - 599ms/epoch - 5ms/step
Epoch 2009/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9758 - val_loss: 0.1913 - val_auc: 0.9710 - 659ms/epoch - 5ms/step
Epoch 2010/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9763 - val_loss: 0.2004 - val_auc: 0.9714 - 548ms/epoch - 4ms/step
Epoch 2011/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9744 - val_loss: 0.2118 - val_auc: 0.9742 - 536ms/epoch - 4ms/step
Epoch 2012/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9734 - val_loss: 0.2558 - val_auc: 0.9692 - 605ms/epoch - 5ms/step
Epoch 2013/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9736 - val_loss: 0.2069 - val_auc: 0.9704 - 663ms/epoch - 5ms/step
Epoch 2014/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9756 - val_loss: 0.2061 - val_auc: 0.9713 - 613ms/epoch - 5ms/step
Epoch 2015/5000
124/124 - 1s - loss: 0.1970 - auc: 0.9736 - val_loss: 0.2339 - val_auc: 0.9717 - 609ms/epoch - 5ms/step
Epoch 2016/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9768 - val_loss: 0.2304 - val_auc: 0.9703 - 662ms/epoch - 5ms/step
Epoch 2017/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9763 - val_loss: 0.2168 - val_auc: 0.9698 - 610ms/epoch - 5ms/step
Epoch 2018/5000
124/124 - 1s - loss: 0.2062 - auc: 0.9711 - val_loss: 0.1985 - val_auc: 0.9719 - 619ms/epoch - 5ms/step
Epoch 2019/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9730 - val_loss: 0.1931 - val_auc: 0.9720 - 678ms/epoch - 5ms/step
Epoch 2020/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9735 - val_loss: 0.2453 - val_auc: 0.9643 - 624ms/epoch - 5ms/step
Epoch 2021/5000
124/124 - 1s - loss: 0.2004 - auc: 0.9712 - val_loss: 0.2058 - val_auc: 0.9668 - 674ms/epoch - 5ms/step
Epoch 2022/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9768 - val_loss: 0.2084 - val_auc: 0.9705 - 614ms/epoch - 5ms/step
Epoch 2023/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9746 - val_loss: 0.2023 - val_auc: 0.9711 - 662ms/epoch - 5ms/step
Epoch 2024/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9746 - val_loss: 0.2132 - val_auc: 0.9693 - 605ms/epoch - 5ms/step
Epoch 2025/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9745 - val_loss: 0.2024 - val_auc: 0.9705 - 615ms/epoch - 5ms/step
Epoch 2026/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9734 - val_loss: 0.1962 - val_auc: 0.9714 - 605ms/epoch - 5ms/step
Epoch 2027/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9754 - val_loss: 0.1931 - val_auc: 0.9730 - 603ms/epoch - 5ms/step
Epoch 2028/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9771 - val_loss: 0.1986 - val_auc: 0.9705 - 596ms/epoch - 5ms/step
Epoch 2029/5000
124/124 - 1s - loss: 0.2073 - auc: 0.9702 - val_loss: 0.2177 - val_auc: 0.9691 - 615ms/epoch - 5ms/step
Epoch 2030/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9742 - val_loss: 0.2010 - val_auc: 0.9700 - 594ms/epoch - 5ms/step
Epoch 2031/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9746 - val_loss: 0.2318 - val_auc: 0.9687 - 549ms/epoch - 4ms/step
Epoch 2032/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9755 - val_loss: 0.2025 - val_auc: 0.9686 - 542ms/epoch - 4ms/step
Epoch 2033/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9741 - val_loss: 0.1945 - val_auc: 0.9700 - 658ms/epoch - 5ms/step
Epoch 2034/5000
124/124 - 1s - loss: 0.1965 - auc: 0.9741 - val_loss: 0.2659 - val_auc: 0.9690 - 604ms/epoch - 5ms/step
Epoch 2035/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9762 - val_loss: 0.2123 - val_auc: 0.9676 - 604ms/epoch - 5ms/step
Epoch 2036/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9752 - val_loss: 0.2001 - val_auc: 0.9711 - 600ms/epoch - 5ms/step
Epoch 2037/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9772 - val_loss: 0.2214 - val_auc: 0.9724 - 593ms/epoch - 5ms/step
Epoch 2038/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9769 - val_loss: 0.2153 - val_auc: 0.9695 - 601ms/epoch - 5ms/step
Epoch 2039/5000
124/124 - 1s - loss: 0.1996 - auc: 0.9724 - val_loss: 0.2057 - val_auc: 0.9669 - 599ms/epoch - 5ms/step
Epoch 2040/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9723 - val_loss: 0.1983 - val_auc: 0.9700 - 591ms/epoch - 5ms/step
Epoch 2041/5000
124/124 - 1s - loss: 0.2001 - auc: 0.9728 - val_loss: 0.2321 - val_auc: 0.9663 - 611ms/epoch - 5ms/step
Epoch 2042/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9757 - val_loss: 0.2074 - val_auc: 0.9693 - 603ms/epoch - 5ms/step
Epoch 2043/5000
124/124 - 1s - loss: 0.1993 - auc: 0.9722 - val_loss: 0.2084 - val_auc: 0.9674 - 595ms/epoch - 5ms/step
Epoch 2044/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9770 - val_loss: 0.1935 - val_auc: 0.9705 - 697ms/epoch - 6ms/step
Epoch 2045/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9732 - val_loss: 0.3509 - val_auc: 0.9578 - 875ms/epoch - 7ms/step
Epoch 2046/5000
124/124 - 1s - loss: 0.2175 - auc: 0.9680 - val_loss: 0.1992 - val_auc: 0.9694 - 730ms/epoch - 6ms/step
Epoch 2047/5000
124/124 - 1s - loss: 0.2019 - auc: 0.9735 - val_loss: 0.1973 - val_auc: 0.9694 - 669ms/epoch - 5ms/step
Epoch 2048/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9755 - val_loss: 0.2006 - val_auc: 0.9688 - 608ms/epoch - 5ms/step
Epoch 2049/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9766 - val_loss: 0.1932 - val_auc: 0.9722 - 599ms/epoch - 5ms/step
Epoch 2050/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9725 - val_loss: 0.2194 - val_auc: 0.9697 - 612ms/epoch - 5ms/step
Epoch 2051/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9760 - val_loss: 0.2003 - val_auc: 0.9686 - 669ms/epoch - 5ms/step
Epoch 2052/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9763 - val_loss: 0.1991 - val_auc: 0.9692 - 609ms/epoch - 5ms/step
Epoch 2053/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9743 - val_loss: 0.2137 - val_auc: 0.9688 - 603ms/epoch - 5ms/step
Epoch 2054/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9743 - val_loss: 0.2126 - val_auc: 0.9675 - 604ms/epoch - 5ms/step
Epoch 2055/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9758 - val_loss: 0.2256 - val_auc: 0.9709 - 603ms/epoch - 5ms/step
Epoch 2056/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9752 - val_loss: 0.1960 - val_auc: 0.9714 - 613ms/epoch - 5ms/step
Epoch 2057/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9744 - val_loss: 0.2018 - val_auc: 0.9690 - 667ms/epoch - 5ms/step
Epoch 2058/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9766 - val_loss: 0.1910 - val_auc: 0.9742 - 600ms/epoch - 5ms/step
Epoch 2059/5000
124/124 - 1s - loss: 0.2158 - auc: 0.9680 - val_loss: 0.2296 - val_auc: 0.9678 - 597ms/epoch - 5ms/step
Epoch 2060/5000
124/124 - 1s - loss: 0.2045 - auc: 0.9706 - val_loss: 0.2354 - val_auc: 0.9753 - 597ms/epoch - 5ms/step
Epoch 2061/5000
124/124 - 1s - loss: 0.1960 - auc: 0.9743 - val_loss: 0.2205 - val_auc: 0.9708 - 590ms/epoch - 5ms/step
Epoch 2062/5000
124/124 - 1s - loss: 0.2005 - auc: 0.9741 - val_loss: 0.1992 - val_auc: 0.9718 - 597ms/epoch - 5ms/step
Epoch 2063/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9746 - val_loss: 0.2142 - val_auc: 0.9708 - 598ms/epoch - 5ms/step
Epoch 2064/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9756 - val_loss: 0.1950 - val_auc: 0.9723 - 608ms/epoch - 5ms/step
Epoch 2065/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9764 - val_loss: 0.2127 - val_auc: 0.9675 - 597ms/epoch - 5ms/step
Epoch 2066/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9781 - val_loss: 0.2025 - val_auc: 0.9702 - 596ms/epoch - 5ms/step
Epoch 2067/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9741 - val_loss: 0.2274 - val_auc: 0.9715 - 598ms/epoch - 5ms/step
Epoch 2068/5000
124/124 - 1s - loss: 0.2009 - auc: 0.9732 - val_loss: 0.2256 - val_auc: 0.9658 - 604ms/epoch - 5ms/step
Epoch 2069/5000
124/124 - 1s - loss: 0.2181 - auc: 0.9679 - val_loss: 0.2115 - val_auc: 0.9652 - 592ms/epoch - 5ms/step
Epoch 2070/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9738 - val_loss: 0.2079 - val_auc: 0.9690 - 595ms/epoch - 5ms/step
Epoch 2071/5000
124/124 - 1s - loss: 0.1953 - auc: 0.9747 - val_loss: 0.2144 - val_auc: 0.9702 - 599ms/epoch - 5ms/step
Epoch 2072/5000
124/124 - 1s - loss: 0.1982 - auc: 0.9741 - val_loss: 0.2011 - val_auc: 0.9694 - 598ms/epoch - 5ms/step
Epoch 2073/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9751 - val_loss: 0.2095 - val_auc: 0.9657 - 601ms/epoch - 5ms/step
Epoch 2074/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9750 - val_loss: 0.2122 - val_auc: 0.9676 - 595ms/epoch - 5ms/step
Epoch 2075/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9750 - val_loss: 0.2009 - val_auc: 0.9687 - 590ms/epoch - 5ms/step
Epoch 2076/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9743 - val_loss: 0.2007 - val_auc: 0.9698 - 594ms/epoch - 5ms/step
Epoch 2077/5000
124/124 - 1s - loss: 0.1952 - auc: 0.9752 - val_loss: 0.2027 - val_auc: 0.9695 - 588ms/epoch - 5ms/step
Epoch 2078/5000
124/124 - 1s - loss: 0.1981 - auc: 0.9731 - val_loss: 0.2038 - val_auc: 0.9676 - 548ms/epoch - 4ms/step
Epoch 2079/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9734 - val_loss: 0.1952 - val_auc: 0.9711 - 592ms/epoch - 5ms/step
Epoch 2080/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9757 - val_loss: 0.2041 - val_auc: 0.9701 - 604ms/epoch - 5ms/step
Epoch 2081/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9774 - val_loss: 0.2033 - val_auc: 0.9697 - 601ms/epoch - 5ms/step
Epoch 2082/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9751 - val_loss: 0.1929 - val_auc: 0.9718 - 606ms/epoch - 5ms/step
Epoch 2083/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9764 - val_loss: 0.2026 - val_auc: 0.9683 - 605ms/epoch - 5ms/step
Epoch 2084/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9745 - val_loss: 0.2089 - val_auc: 0.9705 - 605ms/epoch - 5ms/step
Epoch 2085/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9735 - val_loss: 0.2080 - val_auc: 0.9690 - 609ms/epoch - 5ms/step
Epoch 2086/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9763 - val_loss: 0.2234 - val_auc: 0.9595 - 663ms/epoch - 5ms/step
Epoch 2087/5000
124/124 - 1s - loss: 0.2076 - auc: 0.9696 - val_loss: 0.2098 - val_auc: 0.9694 - 619ms/epoch - 5ms/step
Epoch 2088/5000
124/124 - 1s - loss: 0.1945 - auc: 0.9742 - val_loss: 0.1966 - val_auc: 0.9695 - 613ms/epoch - 5ms/step
Epoch 2089/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9749 - val_loss: 0.2044 - val_auc: 0.9715 - 672ms/epoch - 5ms/step
Epoch 2090/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9749 - val_loss: 0.2187 - val_auc: 0.9708 - 621ms/epoch - 5ms/step
Epoch 2091/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9756 - val_loss: 0.2051 - val_auc: 0.9690 - 673ms/epoch - 5ms/step
Epoch 2092/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9731 - val_loss: 0.1948 - val_auc: 0.9732 - 603ms/epoch - 5ms/step
Epoch 2093/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9762 - val_loss: 0.2305 - val_auc: 0.9697 - 606ms/epoch - 5ms/step
Epoch 2094/5000
124/124 - 1s - loss: 0.1980 - auc: 0.9730 - val_loss: 0.2057 - val_auc: 0.9649 - 602ms/epoch - 5ms/step
Epoch 2095/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9747 - val_loss: 0.2211 - val_auc: 0.9694 - 603ms/epoch - 5ms/step
Epoch 2096/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9763 - val_loss: 0.2203 - val_auc: 0.9618 - 608ms/epoch - 5ms/step
Epoch 2097/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9770 - val_loss: 0.2010 - val_auc: 0.9693 - 651ms/epoch - 5ms/step
Epoch 2098/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9773 - val_loss: 0.1960 - val_auc: 0.9697 - 599ms/epoch - 5ms/step
Epoch 2099/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9763 - val_loss: 0.2011 - val_auc: 0.9709 - 603ms/epoch - 5ms/step
Epoch 2100/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9735 - val_loss: 0.2061 - val_auc: 0.9728 - 601ms/epoch - 5ms/step
Epoch 2101/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9757 - val_loss: 0.2050 - val_auc: 0.9690 - 596ms/epoch - 5ms/step
Epoch 2102/5000
124/124 - 1s - loss: 0.1998 - auc: 0.9731 - val_loss: 0.2037 - val_auc: 0.9699 - 599ms/epoch - 5ms/step
Epoch 2103/5000
124/124 - 1s - loss: 0.2113 - auc: 0.9690 - val_loss: 0.2079 - val_auc: 0.9690 - 589ms/epoch - 5ms/step
Epoch 2104/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9739 - val_loss: 0.2044 - val_auc: 0.9673 - 597ms/epoch - 5ms/step
Epoch 2105/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9743 - val_loss: 0.2118 - val_auc: 0.9637 - 541ms/epoch - 4ms/step
Epoch 2106/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9758 - val_loss: 0.2375 - val_auc: 0.9672 - 658ms/epoch - 5ms/step
Epoch 2107/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9757 - val_loss: 0.2046 - val_auc: 0.9684 - 597ms/epoch - 5ms/step
Epoch 2108/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9773 - val_loss: 0.2106 - val_auc: 0.9709 - 548ms/epoch - 4ms/step
Epoch 2109/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9762 - val_loss: 0.1980 - val_auc: 0.9683 - 548ms/epoch - 4ms/step
Epoch 2110/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9733 - val_loss: 0.1990 - val_auc: 0.9721 - 586ms/epoch - 5ms/step
Epoch 2111/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9765 - val_loss: 0.2019 - val_auc: 0.9728 - 597ms/epoch - 5ms/step
Epoch 2112/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9754 - val_loss: 0.2049 - val_auc: 0.9695 - 591ms/epoch - 5ms/step
Epoch 2113/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9727 - val_loss: 0.2016 - val_auc: 0.9696 - 589ms/epoch - 5ms/step
Epoch 2114/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9757 - val_loss: 0.2213 - val_auc: 0.9707 - 592ms/epoch - 5ms/step
Epoch 2115/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9744 - val_loss: 0.2077 - val_auc: 0.9685 - 592ms/epoch - 5ms/step
Epoch 2116/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9757 - val_loss: 0.1989 - val_auc: 0.9691 - 601ms/epoch - 5ms/step
Epoch 2117/5000
124/124 - 1s - loss: 0.2032 - auc: 0.9726 - val_loss: 0.1936 - val_auc: 0.9723 - 606ms/epoch - 5ms/step
Epoch 2118/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9747 - val_loss: 0.2045 - val_auc: 0.9696 - 608ms/epoch - 5ms/step
Epoch 2119/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9752 - val_loss: 0.1995 - val_auc: 0.9707 - 664ms/epoch - 5ms/step
Epoch 2120/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9739 - val_loss: 0.1923 - val_auc: 0.9718 - 619ms/epoch - 5ms/step
Epoch 2121/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9770 - val_loss: 0.2050 - val_auc: 0.9730 - 600ms/epoch - 5ms/step
Epoch 2122/5000
124/124 - 1s - loss: 0.1961 - auc: 0.9730 - val_loss: 0.2068 - val_auc: 0.9724 - 599ms/epoch - 5ms/step
Epoch 2123/5000
124/124 - 1s - loss: 0.1997 - auc: 0.9738 - val_loss: 0.2049 - val_auc: 0.9694 - 595ms/epoch - 5ms/step
Epoch 2124/5000
124/124 - 1s - loss: 0.1960 - auc: 0.9741 - val_loss: 0.2004 - val_auc: 0.9725 - 597ms/epoch - 5ms/step
Epoch 2125/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9762 - val_loss: 0.1987 - val_auc: 0.9704 - 588ms/epoch - 5ms/step
Epoch 2126/5000
124/124 - 1s - loss: 0.2030 - auc: 0.9731 - val_loss: 0.2249 - val_auc: 0.9654 - 593ms/epoch - 5ms/step
Epoch 2127/5000
124/124 - 1s - loss: 0.2004 - auc: 0.9723 - val_loss: 0.2604 - val_auc: 0.9690 - 534ms/epoch - 4ms/step
Epoch 2128/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9748 - val_loss: 0.2069 - val_auc: 0.9715 - 595ms/epoch - 5ms/step
Epoch 2129/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9759 - val_loss: 0.2057 - val_auc: 0.9695 - 589ms/epoch - 5ms/step
Epoch 2130/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9753 - val_loss: 0.2201 - val_auc: 0.9668 - 601ms/epoch - 5ms/step
Epoch 2131/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9769 - val_loss: 0.1966 - val_auc: 0.9757 - 603ms/epoch - 5ms/step
Epoch 2132/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9715 - val_loss: 0.1938 - val_auc: 0.9723 - 606ms/epoch - 5ms/step
Epoch 2133/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9746 - val_loss: 0.2110 - val_auc: 0.9692 - 648ms/epoch - 5ms/step
Epoch 2134/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9754 - val_loss: 0.2063 - val_auc: 0.9678 - 603ms/epoch - 5ms/step
Epoch 2135/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9743 - val_loss: 0.2065 - val_auc: 0.9680 - 594ms/epoch - 5ms/step
Epoch 2136/5000
124/124 - 1s - loss: 0.2007 - auc: 0.9718 - val_loss: 0.2007 - val_auc: 0.9700 - 604ms/epoch - 5ms/step
Epoch 2137/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9758 - val_loss: 0.2036 - val_auc: 0.9713 - 605ms/epoch - 5ms/step
Epoch 2138/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9767 - val_loss: 0.2327 - val_auc: 0.9669 - 599ms/epoch - 5ms/step
Epoch 2139/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9771 - val_loss: 0.2074 - val_auc: 0.9677 - 611ms/epoch - 5ms/step
Epoch 2140/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9759 - val_loss: 0.2066 - val_auc: 0.9681 - 587ms/epoch - 5ms/step
Epoch 2141/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9736 - val_loss: 0.2029 - val_auc: 0.9702 - 589ms/epoch - 5ms/step
Epoch 2142/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9756 - val_loss: 0.2027 - val_auc: 0.9692 - 593ms/epoch - 5ms/step
Epoch 2143/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9762 - val_loss: 0.2266 - val_auc: 0.9668 - 596ms/epoch - 5ms/step
Epoch 2144/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9776 - val_loss: 0.2318 - val_auc: 0.9670 - 600ms/epoch - 5ms/step
Epoch 2145/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9734 - val_loss: 0.1934 - val_auc: 0.9723 - 614ms/epoch - 5ms/step
Epoch 2146/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9764 - val_loss: 0.2096 - val_auc: 0.9704 - 613ms/epoch - 5ms/step
Epoch 2147/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9749 - val_loss: 0.2311 - val_auc: 0.9680 - 666ms/epoch - 5ms/step
Epoch 2148/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9733 - val_loss: 0.2181 - val_auc: 0.9700 - 615ms/epoch - 5ms/step
Epoch 2149/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9761 - val_loss: 0.2065 - val_auc: 0.9691 - 679ms/epoch - 5ms/step
Epoch 2150/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9746 - val_loss: 0.2105 - val_auc: 0.9707 - 623ms/epoch - 5ms/step
Epoch 2151/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9769 - val_loss: 0.2019 - val_auc: 0.9664 - 672ms/epoch - 5ms/step
Epoch 2152/5000
124/124 - 1s - loss: 0.2012 - auc: 0.9729 - val_loss: 0.2377 - val_auc: 0.9629 - 614ms/epoch - 5ms/step
Epoch 2153/5000
124/124 - 1s - loss: 0.2030 - auc: 0.9722 - val_loss: 0.2039 - val_auc: 0.9710 - 613ms/epoch - 5ms/step
Epoch 2154/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9752 - val_loss: 0.2161 - val_auc: 0.9693 - 659ms/epoch - 5ms/step
Epoch 2155/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9750 - val_loss: 0.2006 - val_auc: 0.9697 - 614ms/epoch - 5ms/step
Epoch 2156/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9736 - val_loss: 0.2030 - val_auc: 0.9722 - 609ms/epoch - 5ms/step
Epoch 2157/5000
124/124 - 1s - loss: 0.2025 - auc: 0.9716 - val_loss: 0.2078 - val_auc: 0.9670 - 610ms/epoch - 5ms/step
Epoch 2158/5000
124/124 - 1s - loss: 0.2095 - auc: 0.9707 - val_loss: 0.2123 - val_auc: 0.9660 - 660ms/epoch - 5ms/step
Epoch 2159/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9751 - val_loss: 0.2019 - val_auc: 0.9700 - 600ms/epoch - 5ms/step
Epoch 2160/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9765 - val_loss: 0.2116 - val_auc: 0.9663 - 591ms/epoch - 5ms/step
Epoch 2161/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9752 - val_loss: 0.2251 - val_auc: 0.9627 - 542ms/epoch - 4ms/step
Epoch 2162/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9774 - val_loss: 0.1993 - val_auc: 0.9696 - 590ms/epoch - 5ms/step
Epoch 2163/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9775 - val_loss: 0.2006 - val_auc: 0.9712 - 592ms/epoch - 5ms/step
Epoch 2164/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9757 - val_loss: 0.2116 - val_auc: 0.9720 - 591ms/epoch - 5ms/step
Epoch 2165/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9756 - val_loss: 0.2197 - val_auc: 0.9667 - 594ms/epoch - 5ms/step
Epoch 2166/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9763 - val_loss: 0.2172 - val_auc: 0.9719 - 596ms/epoch - 5ms/step
Epoch 2167/5000
124/124 - 1s - loss: 0.2038 - auc: 0.9740 - val_loss: 0.2116 - val_auc: 0.9705 - 597ms/epoch - 5ms/step
Epoch 2168/5000
124/124 - 1s - loss: 0.1945 - auc: 0.9754 - val_loss: 0.2380 - val_auc: 0.9680 - 596ms/epoch - 5ms/step
Epoch 2169/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9770 - val_loss: 0.2121 - val_auc: 0.9673 - 595ms/epoch - 5ms/step
Epoch 2170/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9766 - val_loss: 0.2116 - val_auc: 0.9697 - 597ms/epoch - 5ms/step
Epoch 2171/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9752 - val_loss: 0.2245 - val_auc: 0.9662 - 607ms/epoch - 5ms/step
Epoch 2172/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9740 - val_loss: 0.2109 - val_auc: 0.9635 - 613ms/epoch - 5ms/step
Epoch 2173/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9749 - val_loss: 0.1981 - val_auc: 0.9701 - 598ms/epoch - 5ms/step
Epoch 2174/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9774 - val_loss: 0.1995 - val_auc: 0.9713 - 595ms/epoch - 5ms/step
Epoch 2175/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9736 - val_loss: 0.1899 - val_auc: 0.9725 - 594ms/epoch - 5ms/step
Epoch 2176/5000
124/124 - 1s - loss: 0.2050 - auc: 0.9715 - val_loss: 0.1981 - val_auc: 0.9689 - 611ms/epoch - 5ms/step
Epoch 2177/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9756 - val_loss: 0.1981 - val_auc: 0.9685 - 580ms/epoch - 5ms/step
Epoch 2178/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9752 - val_loss: 0.2051 - val_auc: 0.9694 - 601ms/epoch - 5ms/step
Epoch 2179/5000
124/124 - 1s - loss: 0.1997 - auc: 0.9737 - val_loss: 0.1942 - val_auc: 0.9720 - 603ms/epoch - 5ms/step
Epoch 2180/5000
124/124 - 1s - loss: 0.2040 - auc: 0.9710 - val_loss: 0.1966 - val_auc: 0.9707 - 598ms/epoch - 5ms/step
Epoch 2181/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9751 - val_loss: 0.2088 - val_auc: 0.9653 - 603ms/epoch - 5ms/step
Epoch 2182/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9750 - val_loss: 0.1999 - val_auc: 0.9687 - 670ms/epoch - 5ms/step
Epoch 2183/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9768 - val_loss: 0.1926 - val_auc: 0.9714 - 615ms/epoch - 5ms/step
Epoch 2184/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9768 - val_loss: 0.2072 - val_auc: 0.9718 - 678ms/epoch - 5ms/step
Epoch 2185/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9735 - val_loss: 0.2047 - val_auc: 0.9678 - 615ms/epoch - 5ms/step
Epoch 2186/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9737 - val_loss: 0.1968 - val_auc: 0.9709 - 679ms/epoch - 5ms/step
Epoch 2187/5000
124/124 - 1s - loss: 0.1996 - auc: 0.9735 - val_loss: 0.2225 - val_auc: 0.9685 - 629ms/epoch - 5ms/step
Epoch 2188/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9759 - val_loss: 0.2192 - val_auc: 0.9694 - 677ms/epoch - 5ms/step
Epoch 2189/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9761 - val_loss: 0.1975 - val_auc: 0.9733 - 683ms/epoch - 6ms/step
Epoch 2190/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9744 - val_loss: 0.2111 - val_auc: 0.9681 - 616ms/epoch - 5ms/step
Epoch 2191/5000
124/124 - 1s - loss: 0.1988 - auc: 0.9736 - val_loss: 0.2128 - val_auc: 0.9688 - 677ms/epoch - 5ms/step
Epoch 2192/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9757 - val_loss: 0.2002 - val_auc: 0.9710 - 618ms/epoch - 5ms/step
Epoch 2193/5000
124/124 - 1s - loss: 0.2011 - auc: 0.9724 - val_loss: 0.2187 - val_auc: 0.9717 - 602ms/epoch - 5ms/step
Epoch 2194/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9760 - val_loss: 0.1942 - val_auc: 0.9730 - 599ms/epoch - 5ms/step
Epoch 2195/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9772 - val_loss: 0.2334 - val_auc: 0.9714 - 597ms/epoch - 5ms/step
Epoch 2196/5000
124/124 - 1s - loss: 0.1992 - auc: 0.9739 - val_loss: 0.1990 - val_auc: 0.9699 - 609ms/epoch - 5ms/step
Epoch 2197/5000
124/124 - 1s - loss: 0.2013 - auc: 0.9715 - val_loss: 0.2026 - val_auc: 0.9689 - 657ms/epoch - 5ms/step
Epoch 2198/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9765 - val_loss: 0.2005 - val_auc: 0.9703 - 611ms/epoch - 5ms/step
Epoch 2199/5000
124/124 - 1s - loss: 0.1980 - auc: 0.9742 - val_loss: 0.1984 - val_auc: 0.9690 - 610ms/epoch - 5ms/step
Epoch 2200/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9769 - val_loss: 0.2177 - val_auc: 0.9642 - 599ms/epoch - 5ms/step
Epoch 2201/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9770 - val_loss: 0.2035 - val_auc: 0.9686 - 601ms/epoch - 5ms/step
Epoch 2202/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9736 - val_loss: 0.2006 - val_auc: 0.9707 - 608ms/epoch - 5ms/step
Epoch 2203/5000
124/124 - 1s - loss: 0.2000 - auc: 0.9736 - val_loss: 0.2113 - val_auc: 0.9670 - 594ms/epoch - 5ms/step
Epoch 2204/5000
124/124 - 1s - loss: 0.1958 - auc: 0.9753 - val_loss: 0.2065 - val_auc: 0.9698 - 664ms/epoch - 5ms/step
Epoch 2205/5000
124/124 - 1s - loss: 0.2020 - auc: 0.9726 - val_loss: 0.2125 - val_auc: 0.9668 - 603ms/epoch - 5ms/step
Epoch 2206/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9772 - val_loss: 0.2229 - val_auc: 0.9716 - 598ms/epoch - 5ms/step
Epoch 2207/5000
124/124 - 1s - loss: 0.2011 - auc: 0.9720 - val_loss: 0.1993 - val_auc: 0.9689 - 609ms/epoch - 5ms/step
Epoch 2208/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9773 - val_loss: 0.2202 - val_auc: 0.9698 - 607ms/epoch - 5ms/step
Epoch 2209/5000
124/124 - 1s - loss: 0.1989 - auc: 0.9740 - val_loss: 0.1981 - val_auc: 0.9695 - 605ms/epoch - 5ms/step
Epoch 2210/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9779 - val_loss: 0.1983 - val_auc: 0.9692 - 598ms/epoch - 5ms/step
Epoch 2211/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9747 - val_loss: 0.2017 - val_auc: 0.9688 - 598ms/epoch - 5ms/step
Epoch 2212/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9744 - val_loss: 0.1989 - val_auc: 0.9694 - 603ms/epoch - 5ms/step
Epoch 2213/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9742 - val_loss: 0.2032 - val_auc: 0.9712 - 603ms/epoch - 5ms/step
Epoch 2214/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9765 - val_loss: 0.2167 - val_auc: 0.9700 - 654ms/epoch - 5ms/step
Epoch 2215/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9757 - val_loss: 0.2106 - val_auc: 0.9678 - 609ms/epoch - 5ms/step
Epoch 2216/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9772 - val_loss: 0.2281 - val_auc: 0.9676 - 604ms/epoch - 5ms/step
Epoch 2217/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9733 - val_loss: 0.1968 - val_auc: 0.9733 - 611ms/epoch - 5ms/step
Epoch 2218/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9733 - val_loss: 0.2062 - val_auc: 0.9659 - 667ms/epoch - 5ms/step
Epoch 2219/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9773 - val_loss: 0.1959 - val_auc: 0.9726 - 610ms/epoch - 5ms/step
Epoch 2220/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9749 - val_loss: 0.2052 - val_auc: 0.9676 - 619ms/epoch - 5ms/step
Epoch 2221/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9766 - val_loss: 0.2328 - val_auc: 0.9700 - 665ms/epoch - 5ms/step
Epoch 2222/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9748 - val_loss: 0.2072 - val_auc: 0.9718 - 602ms/epoch - 5ms/step
Epoch 2223/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9738 - val_loss: 0.2016 - val_auc: 0.9697 - 601ms/epoch - 5ms/step
Epoch 2224/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9755 - val_loss: 0.2083 - val_auc: 0.9683 - 602ms/epoch - 5ms/step
Epoch 2225/5000
124/124 - 1s - loss: 0.1960 - auc: 0.9745 - val_loss: 0.2017 - val_auc: 0.9685 - 599ms/epoch - 5ms/step
Epoch 2226/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9762 - val_loss: 0.1995 - val_auc: 0.9701 - 600ms/epoch - 5ms/step
Epoch 2227/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9760 - val_loss: 0.1942 - val_auc: 0.9709 - 603ms/epoch - 5ms/step
Epoch 2228/5000
124/124 - 1s - loss: 0.2027 - auc: 0.9718 - val_loss: 0.2220 - val_auc: 0.9689 - 601ms/epoch - 5ms/step
Epoch 2229/5000
124/124 - 1s - loss: 0.1999 - auc: 0.9741 - val_loss: 0.2170 - val_auc: 0.9648 - 601ms/epoch - 5ms/step
Epoch 2230/5000
124/124 - 1s - loss: 0.2067 - auc: 0.9714 - val_loss: 0.1954 - val_auc: 0.9718 - 605ms/epoch - 5ms/step
Epoch 2231/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9764 - val_loss: 0.2198 - val_auc: 0.9693 - 604ms/epoch - 5ms/step
Epoch 2232/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9753 - val_loss: 0.1958 - val_auc: 0.9695 - 600ms/epoch - 5ms/step
Epoch 2233/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9754 - val_loss: 0.1957 - val_auc: 0.9707 - 606ms/epoch - 5ms/step
Epoch 2234/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9777 - val_loss: 0.2073 - val_auc: 0.9675 - 605ms/epoch - 5ms/step
Epoch 2235/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9761 - val_loss: 0.1956 - val_auc: 0.9712 - 600ms/epoch - 5ms/step
Epoch 2236/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9761 - val_loss: 0.1993 - val_auc: 0.9709 - 610ms/epoch - 5ms/step
Epoch 2237/5000
124/124 - 1s - loss: 0.1945 - auc: 0.9748 - val_loss: 0.2157 - val_auc: 0.9685 - 611ms/epoch - 5ms/step
Epoch 2238/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9732 - val_loss: 0.2352 - val_auc: 0.9708 - 603ms/epoch - 5ms/step
Epoch 2239/5000
124/124 - 1s - loss: 0.2040 - auc: 0.9723 - val_loss: 0.2089 - val_auc: 0.9691 - 608ms/epoch - 5ms/step
Epoch 2240/5000
124/124 - 1s - loss: 0.1952 - auc: 0.9749 - val_loss: 0.1991 - val_auc: 0.9696 - 692ms/epoch - 6ms/step
Epoch 2241/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9756 - val_loss: 0.2302 - val_auc: 0.9645 - 623ms/epoch - 5ms/step
Epoch 2242/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9743 - val_loss: 0.2107 - val_auc: 0.9691 - 884ms/epoch - 7ms/step
Epoch 2243/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9748 - val_loss: 0.1956 - val_auc: 0.9700 - 724ms/epoch - 6ms/step
Epoch 2244/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9767 - val_loss: 0.2093 - val_auc: 0.9666 - 599ms/epoch - 5ms/step
Epoch 2245/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9761 - val_loss: 0.2079 - val_auc: 0.9689 - 660ms/epoch - 5ms/step
Epoch 2246/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9749 - val_loss: 0.1943 - val_auc: 0.9710 - 600ms/epoch - 5ms/step
Epoch 2247/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9761 - val_loss: 0.2376 - val_auc: 0.9645 - 603ms/epoch - 5ms/step
Epoch 2248/5000
124/124 - 1s - loss: 0.1970 - auc: 0.9737 - val_loss: 0.1969 - val_auc: 0.9729 - 600ms/epoch - 5ms/step
Epoch 2249/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9763 - val_loss: 0.2390 - val_auc: 0.9677 - 603ms/epoch - 5ms/step
Epoch 2250/5000
124/124 - 1s - loss: 0.2032 - auc: 0.9715 - val_loss: 0.2134 - val_auc: 0.9683 - 607ms/epoch - 5ms/step
Epoch 2251/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9757 - val_loss: 0.2010 - val_auc: 0.9689 - 614ms/epoch - 5ms/step
Epoch 2252/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9761 - val_loss: 0.2069 - val_auc: 0.9697 - 679ms/epoch - 5ms/step
Epoch 2253/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9769 - val_loss: 0.2150 - val_auc: 0.9688 - 611ms/epoch - 5ms/step
Epoch 2254/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9745 - val_loss: 0.1941 - val_auc: 0.9718 - 606ms/epoch - 5ms/step
Epoch 2255/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9769 - val_loss: 0.1967 - val_auc: 0.9695 - 653ms/epoch - 5ms/step
Epoch 2256/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9772 - val_loss: 0.2026 - val_auc: 0.9706 - 546ms/epoch - 4ms/step
Epoch 2257/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9745 - val_loss: 0.2398 - val_auc: 0.9579 - 600ms/epoch - 5ms/step
Epoch 2258/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9746 - val_loss: 0.2034 - val_auc: 0.9683 - 546ms/epoch - 4ms/step
Epoch 2259/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9753 - val_loss: 0.2685 - val_auc: 0.9617 - 591ms/epoch - 5ms/step
Epoch 2260/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9741 - val_loss: 0.2107 - val_auc: 0.9692 - 601ms/epoch - 5ms/step
Epoch 2261/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9772 - val_loss: 0.2032 - val_auc: 0.9674 - 594ms/epoch - 5ms/step
Epoch 2262/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9752 - val_loss: 0.1996 - val_auc: 0.9692 - 602ms/epoch - 5ms/step
Epoch 2263/5000
124/124 - 1s - loss: 0.2018 - auc: 0.9722 - val_loss: 0.2056 - val_auc: 0.9678 - 596ms/epoch - 5ms/step
Epoch 2264/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9761 - val_loss: 0.1999 - val_auc: 0.9703 - 604ms/epoch - 5ms/step
Epoch 2265/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9766 - val_loss: 0.2325 - val_auc: 0.9704 - 542ms/epoch - 4ms/step
Epoch 2266/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9744 - val_loss: 0.2045 - val_auc: 0.9695 - 602ms/epoch - 5ms/step
Epoch 2267/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9760 - val_loss: 0.2269 - val_auc: 0.9645 - 603ms/epoch - 5ms/step
Epoch 2268/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9756 - val_loss: 0.2130 - val_auc: 0.9688 - 596ms/epoch - 5ms/step
Epoch 2269/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9740 - val_loss: 0.2021 - val_auc: 0.9686 - 608ms/epoch - 5ms/step
Epoch 2270/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9746 - val_loss: 0.2421 - val_auc: 0.9693 - 602ms/epoch - 5ms/step
Epoch 2271/5000
124/124 - 1s - loss: 0.1992 - auc: 0.9740 - val_loss: 0.2037 - val_auc: 0.9700 - 606ms/epoch - 5ms/step
Epoch 2272/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9766 - val_loss: 0.1976 - val_auc: 0.9708 - 598ms/epoch - 5ms/step
Epoch 2273/5000
124/124 - 1s - loss: 0.1965 - auc: 0.9738 - val_loss: 0.2231 - val_auc: 0.9644 - 598ms/epoch - 5ms/step
Epoch 2274/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9744 - val_loss: 0.2046 - val_auc: 0.9696 - 595ms/epoch - 5ms/step
Epoch 2275/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9766 - val_loss: 0.2011 - val_auc: 0.9693 - 596ms/epoch - 5ms/step
Epoch 2276/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9760 - val_loss: 0.2119 - val_auc: 0.9667 - 594ms/epoch - 5ms/step
Epoch 2277/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9763 - val_loss: 0.2111 - val_auc: 0.9688 - 599ms/epoch - 5ms/step
Epoch 2278/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9757 - val_loss: 0.2201 - val_auc: 0.9696 - 603ms/epoch - 5ms/step
Epoch 2279/5000
124/124 - 1s - loss: 0.2019 - auc: 0.9727 - val_loss: 0.2201 - val_auc: 0.9666 - 608ms/epoch - 5ms/step
Epoch 2280/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9757 - val_loss: 0.2118 - val_auc: 0.9691 - 597ms/epoch - 5ms/step
Epoch 2281/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9765 - val_loss: 0.2017 - val_auc: 0.9686 - 672ms/epoch - 5ms/step
Epoch 2282/5000
124/124 - 1s - loss: 0.2041 - auc: 0.9712 - val_loss: 0.2013 - val_auc: 0.9711 - 615ms/epoch - 5ms/step
Epoch 2283/5000
124/124 - 1s - loss: 0.1899 - auc: 0.9765 - val_loss: 0.2053 - val_auc: 0.9693 - 669ms/epoch - 5ms/step
Epoch 2284/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9775 - val_loss: 0.2100 - val_auc: 0.9684 - 611ms/epoch - 5ms/step
Epoch 2285/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9736 - val_loss: 0.2268 - val_auc: 0.9653 - 619ms/epoch - 5ms/step
Epoch 2286/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9762 - val_loss: 0.2072 - val_auc: 0.9679 - 668ms/epoch - 5ms/step
Epoch 2287/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9750 - val_loss: 0.1951 - val_auc: 0.9703 - 620ms/epoch - 5ms/step
Epoch 2288/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9765 - val_loss: 0.2033 - val_auc: 0.9700 - 678ms/epoch - 5ms/step
Epoch 2289/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9755 - val_loss: 0.2300 - val_auc: 0.9656 - 624ms/epoch - 5ms/step
Epoch 2290/5000
124/124 - 1s - loss: 0.2012 - auc: 0.9716 - val_loss: 0.2196 - val_auc: 0.9652 - 674ms/epoch - 5ms/step
Epoch 2291/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9730 - val_loss: 0.1975 - val_auc: 0.9705 - 624ms/epoch - 5ms/step
Epoch 2292/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9771 - val_loss: 0.2041 - val_auc: 0.9684 - 683ms/epoch - 6ms/step
Epoch 2293/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9746 - val_loss: 0.2288 - val_auc: 0.9714 - 673ms/epoch - 5ms/step
Epoch 2294/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9748 - val_loss: 0.2011 - val_auc: 0.9685 - 619ms/epoch - 5ms/step
Epoch 2295/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9765 - val_loss: 0.2102 - val_auc: 0.9718 - 673ms/epoch - 5ms/step
Epoch 2296/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9767 - val_loss: 0.2117 - val_auc: 0.9662 - 616ms/epoch - 5ms/step
Epoch 2297/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9763 - val_loss: 0.2095 - val_auc: 0.9665 - 611ms/epoch - 5ms/step
Epoch 2298/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9751 - val_loss: 0.2032 - val_auc: 0.9697 - 604ms/epoch - 5ms/step
Epoch 2299/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9747 - val_loss: 0.2041 - val_auc: 0.9717 - 599ms/epoch - 5ms/step
Epoch 2300/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9751 - val_loss: 0.2065 - val_auc: 0.9714 - 663ms/epoch - 5ms/step
Epoch 2301/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9752 - val_loss: 0.2203 - val_auc: 0.9711 - 598ms/epoch - 5ms/step
Epoch 2302/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9773 - val_loss: 0.2136 - val_auc: 0.9681 - 598ms/epoch - 5ms/step
Epoch 2303/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9735 - val_loss: 0.2067 - val_auc: 0.9682 - 593ms/epoch - 5ms/step
Epoch 2304/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9753 - val_loss: 0.2350 - val_auc: 0.9683 - 606ms/epoch - 5ms/step
Epoch 2305/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9772 - val_loss: 0.2223 - val_auc: 0.9664 - 611ms/epoch - 5ms/step
Epoch 2306/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9749 - val_loss: 0.2172 - val_auc: 0.9656 - 619ms/epoch - 5ms/step
Epoch 2307/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9745 - val_loss: 0.2072 - val_auc: 0.9676 - 593ms/epoch - 5ms/step
Epoch 2308/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9749 - val_loss: 0.2066 - val_auc: 0.9696 - 600ms/epoch - 5ms/step
Epoch 2309/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9764 - val_loss: 0.2303 - val_auc: 0.9573 - 598ms/epoch - 5ms/step
Epoch 2310/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9748 - val_loss: 0.2036 - val_auc: 0.9690 - 600ms/epoch - 5ms/step
Epoch 2311/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9748 - val_loss: 0.2026 - val_auc: 0.9685 - 609ms/epoch - 5ms/step
Epoch 2312/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9765 - val_loss: 0.2410 - val_auc: 0.9689 - 611ms/epoch - 5ms/step
Epoch 2313/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9746 - val_loss: 0.2345 - val_auc: 0.9697 - 608ms/epoch - 5ms/step
Epoch 2314/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9752 - val_loss: 0.2256 - val_auc: 0.9672 - 679ms/epoch - 5ms/step
Epoch 2315/5000
124/124 - 1s - loss: 0.1974 - auc: 0.9730 - val_loss: 0.2190 - val_auc: 0.9698 - 610ms/epoch - 5ms/step
Epoch 2316/5000
124/124 - 1s - loss: 0.2014 - auc: 0.9729 - val_loss: 0.1981 - val_auc: 0.9710 - 600ms/epoch - 5ms/step
Epoch 2317/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9760 - val_loss: 0.2111 - val_auc: 0.9696 - 611ms/epoch - 5ms/step
Epoch 2318/5000
124/124 - 1s - loss: 0.1988 - auc: 0.9730 - val_loss: 0.1962 - val_auc: 0.9707 - 606ms/epoch - 5ms/step
Epoch 2319/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9746 - val_loss: 0.2263 - val_auc: 0.9677 - 601ms/epoch - 5ms/step
Epoch 2320/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9755 - val_loss: 0.2383 - val_auc: 0.9677 - 612ms/epoch - 5ms/step
Epoch 2321/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9735 - val_loss: 0.1981 - val_auc: 0.9700 - 614ms/epoch - 5ms/step
Epoch 2322/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9770 - val_loss: 0.1969 - val_auc: 0.9716 - 598ms/epoch - 5ms/step
Epoch 2323/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9754 - val_loss: 0.2037 - val_auc: 0.9672 - 595ms/epoch - 5ms/step
Epoch 2324/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9769 - val_loss: 0.1988 - val_auc: 0.9705 - 594ms/epoch - 5ms/step
Epoch 2325/5000
124/124 - 1s - loss: 0.1953 - auc: 0.9740 - val_loss: 0.2167 - val_auc: 0.9713 - 600ms/epoch - 5ms/step
Epoch 2326/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9757 - val_loss: 0.2121 - val_auc: 0.9658 - 603ms/epoch - 5ms/step
Epoch 2327/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9757 - val_loss: 0.1972 - val_auc: 0.9719 - 599ms/epoch - 5ms/step
Epoch 2328/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9749 - val_loss: 0.2124 - val_auc: 0.9691 - 596ms/epoch - 5ms/step
Epoch 2329/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9757 - val_loss: 0.2035 - val_auc: 0.9700 - 597ms/epoch - 5ms/step
Epoch 2330/5000
124/124 - 1s - loss: 0.1978 - auc: 0.9732 - val_loss: 0.2038 - val_auc: 0.9718 - 598ms/epoch - 5ms/step
Epoch 2331/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9748 - val_loss: 0.2087 - val_auc: 0.9676 - 605ms/epoch - 5ms/step
Epoch 2332/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9765 - val_loss: 0.1998 - val_auc: 0.9699 - 598ms/epoch - 5ms/step
Epoch 2333/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9769 - val_loss: 0.2196 - val_auc: 0.9710 - 672ms/epoch - 5ms/step
Epoch 2334/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9752 - val_loss: 0.2058 - val_auc: 0.9700 - 604ms/epoch - 5ms/step
Epoch 2335/5000
124/124 - 1s - loss: 0.2024 - auc: 0.9735 - val_loss: 0.2058 - val_auc: 0.9706 - 606ms/epoch - 5ms/step
Epoch 2336/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9757 - val_loss: 0.2028 - val_auc: 0.9697 - 609ms/epoch - 5ms/step
Epoch 2337/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9774 - val_loss: 0.2249 - val_auc: 0.9679 - 611ms/epoch - 5ms/step
Epoch 2338/5000
124/124 - 1s - loss: 0.2082 - auc: 0.9704 - val_loss: 0.1995 - val_auc: 0.9710 - 607ms/epoch - 5ms/step
Epoch 2339/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9767 - val_loss: 0.2035 - val_auc: 0.9706 - 606ms/epoch - 5ms/step
Epoch 2340/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9772 - val_loss: 0.2065 - val_auc: 0.9703 - 600ms/epoch - 5ms/step
Epoch 2341/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9763 - val_loss: 0.2091 - val_auc: 0.9690 - 603ms/epoch - 5ms/step
Epoch 2342/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9742 - val_loss: 0.2068 - val_auc: 0.9655 - 605ms/epoch - 5ms/step
Epoch 2343/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9748 - val_loss: 0.2034 - val_auc: 0.9696 - 656ms/epoch - 5ms/step
Epoch 2344/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9773 - val_loss: 0.2111 - val_auc: 0.9707 - 599ms/epoch - 5ms/step
Epoch 2345/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9739 - val_loss: 0.1970 - val_auc: 0.9713 - 599ms/epoch - 5ms/step
Epoch 2346/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9754 - val_loss: 0.2048 - val_auc: 0.9692 - 601ms/epoch - 5ms/step
Epoch 2347/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9774 - val_loss: 0.1984 - val_auc: 0.9723 - 608ms/epoch - 5ms/step
Epoch 2348/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9778 - val_loss: 0.2246 - val_auc: 0.9668 - 594ms/epoch - 5ms/step
Epoch 2349/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9727 - val_loss: 0.1989 - val_auc: 0.9703 - 611ms/epoch - 5ms/step
Epoch 2350/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9775 - val_loss: 0.2026 - val_auc: 0.9698 - 607ms/epoch - 5ms/step
Epoch 2351/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9771 - val_loss: 0.2046 - val_auc: 0.9687 - 718ms/epoch - 6ms/step
Epoch 2352/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9772 - val_loss: 0.2089 - val_auc: 0.9681 - 558ms/epoch - 4ms/step
Epoch 2353/5000
124/124 - 1s - loss: 0.1998 - auc: 0.9735 - val_loss: 0.2184 - val_auc: 0.9685 - 603ms/epoch - 5ms/step
Epoch 2354/5000
124/124 - 1s - loss: 0.2048 - auc: 0.9720 - val_loss: 0.2251 - val_auc: 0.9665 - 678ms/epoch - 5ms/step
Epoch 2355/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9742 - val_loss: 0.2053 - val_auc: 0.9701 - 607ms/epoch - 5ms/step
Epoch 2356/5000
124/124 - 1s - loss: 0.1967 - auc: 0.9732 - val_loss: 0.2064 - val_auc: 0.9665 - 601ms/epoch - 5ms/step
Epoch 2357/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9766 - val_loss: 0.2047 - val_auc: 0.9681 - 599ms/epoch - 5ms/step
Epoch 2358/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9771 - val_loss: 0.1952 - val_auc: 0.9725 - 602ms/epoch - 5ms/step
Epoch 2359/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9771 - val_loss: 0.2079 - val_auc: 0.9689 - 602ms/epoch - 5ms/step
Epoch 2360/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9761 - val_loss: 0.2077 - val_auc: 0.9699 - 603ms/epoch - 5ms/step
Epoch 2361/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9769 - val_loss: 0.2172 - val_auc: 0.9714 - 599ms/epoch - 5ms/step
Epoch 2362/5000
124/124 - 1s - loss: 0.2012 - auc: 0.9732 - val_loss: 0.2123 - val_auc: 0.9694 - 601ms/epoch - 5ms/step
Epoch 2363/5000
124/124 - 1s - loss: 0.1958 - auc: 0.9738 - val_loss: 0.2111 - val_auc: 0.9720 - 610ms/epoch - 5ms/step
Epoch 2364/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9751 - val_loss: 0.2314 - val_auc: 0.9720 - 616ms/epoch - 5ms/step
Epoch 2365/5000
124/124 - 1s - loss: 0.2071 - auc: 0.9722 - val_loss: 0.1953 - val_auc: 0.9745 - 634ms/epoch - 5ms/step
Epoch 2366/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9766 - val_loss: 0.2063 - val_auc: 0.9693 - 603ms/epoch - 5ms/step
Epoch 2367/5000
124/124 - 1s - loss: 0.2047 - auc: 0.9714 - val_loss: 0.2064 - val_auc: 0.9692 - 595ms/epoch - 5ms/step
Epoch 2368/5000
124/124 - 1s - loss: 0.2002 - auc: 0.9721 - val_loss: 0.2040 - val_auc: 0.9698 - 600ms/epoch - 5ms/step
Epoch 2369/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9776 - val_loss: 0.2000 - val_auc: 0.9700 - 607ms/epoch - 5ms/step
Epoch 2370/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9738 - val_loss: 0.2012 - val_auc: 0.9699 - 613ms/epoch - 5ms/step
Epoch 2371/5000
124/124 - 1s - loss: 0.1992 - auc: 0.9732 - val_loss: 0.2095 - val_auc: 0.9716 - 677ms/epoch - 5ms/step
Epoch 2372/5000
124/124 - 1s - loss: 0.2048 - auc: 0.9707 - val_loss: 0.2058 - val_auc: 0.9693 - 607ms/epoch - 5ms/step
Epoch 2373/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9768 - val_loss: 0.2089 - val_auc: 0.9696 - 608ms/epoch - 5ms/step
Epoch 2374/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9773 - val_loss: 0.2007 - val_auc: 0.9708 - 601ms/epoch - 5ms/step
Epoch 2375/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9771 - val_loss: 0.2021 - val_auc: 0.9688 - 665ms/epoch - 5ms/step
Epoch 2376/5000
124/124 - 1s - loss: 0.1993 - auc: 0.9730 - val_loss: 0.2042 - val_auc: 0.9701 - 616ms/epoch - 5ms/step
Epoch 2377/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9764 - val_loss: 0.1945 - val_auc: 0.9737 - 610ms/epoch - 5ms/step
Epoch 2378/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9756 - val_loss: 0.2326 - val_auc: 0.9689 - 679ms/epoch - 5ms/step
Epoch 2379/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9744 - val_loss: 0.1944 - val_auc: 0.9716 - 626ms/epoch - 5ms/step
Epoch 2380/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9758 - val_loss: 0.2021 - val_auc: 0.9689 - 670ms/epoch - 5ms/step
Epoch 2381/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9756 - val_loss: 0.1991 - val_auc: 0.9697 - 680ms/epoch - 5ms/step
Epoch 2382/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9727 - val_loss: 0.1998 - val_auc: 0.9712 - 638ms/epoch - 5ms/step
Epoch 2383/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9763 - val_loss: 0.2213 - val_auc: 0.9630 - 675ms/epoch - 5ms/step
Epoch 2384/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9758 - val_loss: 0.2029 - val_auc: 0.9702 - 616ms/epoch - 5ms/step
Epoch 2385/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9764 - val_loss: 0.2163 - val_auc: 0.9681 - 663ms/epoch - 5ms/step
Epoch 2386/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9771 - val_loss: 0.1988 - val_auc: 0.9694 - 604ms/epoch - 5ms/step
Epoch 2387/5000
124/124 - 1s - loss: 0.2009 - auc: 0.9730 - val_loss: 0.2056 - val_auc: 0.9679 - 612ms/epoch - 5ms/step
Epoch 2388/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9759 - val_loss: 0.2253 - val_auc: 0.9657 - 610ms/epoch - 5ms/step
Epoch 2389/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9771 - val_loss: 0.2453 - val_auc: 0.9670 - 605ms/epoch - 5ms/step
Epoch 2390/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9750 - val_loss: 0.2049 - val_auc: 0.9710 - 658ms/epoch - 5ms/step
Epoch 2391/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9759 - val_loss: 0.2003 - val_auc: 0.9705 - 604ms/epoch - 5ms/step
Epoch 2392/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9748 - val_loss: 0.1959 - val_auc: 0.9719 - 609ms/epoch - 5ms/step
Epoch 2393/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9754 - val_loss: 0.2442 - val_auc: 0.9608 - 598ms/epoch - 5ms/step
Epoch 2394/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9766 - val_loss: 0.2065 - val_auc: 0.9681 - 602ms/epoch - 5ms/step
Epoch 2395/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9765 - val_loss: 0.2053 - val_auc: 0.9665 - 610ms/epoch - 5ms/step
Epoch 2396/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9767 - val_loss: 0.2155 - val_auc: 0.9658 - 661ms/epoch - 5ms/step
Epoch 2397/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9773 - val_loss: 0.1942 - val_auc: 0.9716 - 662ms/epoch - 5ms/step
Epoch 2398/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9764 - val_loss: 0.2071 - val_auc: 0.9713 - 563ms/epoch - 5ms/step
Epoch 2399/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9765 - val_loss: 0.1984 - val_auc: 0.9687 - 605ms/epoch - 5ms/step
Epoch 2400/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9754 - val_loss: 0.1995 - val_auc: 0.9683 - 603ms/epoch - 5ms/step
Epoch 2401/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9761 - val_loss: 0.1981 - val_auc: 0.9697 - 601ms/epoch - 5ms/step
Epoch 2402/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9756 - val_loss: 0.2179 - val_auc: 0.9696 - 654ms/epoch - 5ms/step
Epoch 2403/5000
124/124 - 1s - loss: 0.1988 - auc: 0.9750 - val_loss: 0.1947 - val_auc: 0.9738 - 599ms/epoch - 5ms/step
Epoch 2404/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9742 - val_loss: 0.2049 - val_auc: 0.9697 - 604ms/epoch - 5ms/step
Epoch 2405/5000
124/124 - 1s - loss: 0.2008 - auc: 0.9744 - val_loss: 0.2338 - val_auc: 0.9668 - 605ms/epoch - 5ms/step
Epoch 2406/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9752 - val_loss: 0.2031 - val_auc: 0.9701 - 598ms/epoch - 5ms/step
Epoch 2407/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9734 - val_loss: 0.2074 - val_auc: 0.9687 - 601ms/epoch - 5ms/step
Epoch 2408/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9768 - val_loss: 0.2084 - val_auc: 0.9682 - 610ms/epoch - 5ms/step
Epoch 2409/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9749 - val_loss: 0.1979 - val_auc: 0.9693 - 663ms/epoch - 5ms/step
Epoch 2410/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9769 - val_loss: 0.2163 - val_auc: 0.9645 - 610ms/epoch - 5ms/step
Epoch 2411/5000
124/124 - 1s - loss: 0.2054 - auc: 0.9711 - val_loss: 0.2025 - val_auc: 0.9695 - 614ms/epoch - 5ms/step
Epoch 2412/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9767 - val_loss: 0.2015 - val_auc: 0.9685 - 667ms/epoch - 5ms/step
Epoch 2413/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9748 - val_loss: 0.2072 - val_auc: 0.9659 - 613ms/epoch - 5ms/step
Epoch 2414/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9763 - val_loss: 0.1920 - val_auc: 0.9726 - 608ms/epoch - 5ms/step
Epoch 2415/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9775 - val_loss: 0.2019 - val_auc: 0.9682 - 602ms/epoch - 5ms/step
Epoch 2416/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9761 - val_loss: 0.2225 - val_auc: 0.9692 - 605ms/epoch - 5ms/step
Epoch 2417/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9767 - val_loss: 0.2222 - val_auc: 0.9680 - 604ms/epoch - 5ms/step
Epoch 2418/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9770 - val_loss: 0.2129 - val_auc: 0.9668 - 666ms/epoch - 5ms/step
Epoch 2419/5000
124/124 - 1s - loss: 0.2118 - auc: 0.9710 - val_loss: 0.3010 - val_auc: 0.9600 - 603ms/epoch - 5ms/step
Epoch 2420/5000
124/124 - 1s - loss: 0.2013 - auc: 0.9731 - val_loss: 0.2029 - val_auc: 0.9691 - 603ms/epoch - 5ms/step
Epoch 2421/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9746 - val_loss: 0.2069 - val_auc: 0.9667 - 601ms/epoch - 5ms/step
Epoch 2422/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9775 - val_loss: 0.1964 - val_auc: 0.9710 - 603ms/epoch - 5ms/step
Epoch 2423/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9724 - val_loss: 0.2204 - val_auc: 0.9687 - 606ms/epoch - 5ms/step
Epoch 2424/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9751 - val_loss: 0.2022 - val_auc: 0.9694 - 659ms/epoch - 5ms/step
Epoch 2425/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9758 - val_loss: 0.2329 - val_auc: 0.9700 - 605ms/epoch - 5ms/step
Epoch 2426/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9757 - val_loss: 0.1984 - val_auc: 0.9711 - 600ms/epoch - 5ms/step
Epoch 2427/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9749 - val_loss: 0.2061 - val_auc: 0.9716 - 613ms/epoch - 5ms/step
Epoch 2428/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9742 - val_loss: 0.2095 - val_auc: 0.9718 - 589ms/epoch - 5ms/step
Epoch 2429/5000
124/124 - 1s - loss: 0.1899 - auc: 0.9760 - val_loss: 0.2088 - val_auc: 0.9717 - 609ms/epoch - 5ms/step
Epoch 2430/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9769 - val_loss: 0.2004 - val_auc: 0.9718 - 612ms/epoch - 5ms/step
Epoch 2431/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9776 - val_loss: 0.2151 - val_auc: 0.9673 - 604ms/epoch - 5ms/step
Epoch 2432/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9760 - val_loss: 0.2212 - val_auc: 0.9704 - 651ms/epoch - 5ms/step
Epoch 2433/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9754 - val_loss: 0.2106 - val_auc: 0.9668 - 594ms/epoch - 5ms/step
Epoch 2434/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9742 - val_loss: 0.2274 - val_auc: 0.9638 - 609ms/epoch - 5ms/step
Epoch 2435/5000
124/124 - 1s - loss: 0.2032 - auc: 0.9722 - val_loss: 0.2074 - val_auc: 0.9680 - 702ms/epoch - 6ms/step
Epoch 2436/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9753 - val_loss: 0.1978 - val_auc: 0.9719 - 883ms/epoch - 7ms/step
Epoch 2437/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9741 - val_loss: 0.2070 - val_auc: 0.9685 - 729ms/epoch - 6ms/step
Epoch 2438/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9750 - val_loss: 0.1962 - val_auc: 0.9733 - 673ms/epoch - 5ms/step
Epoch 2439/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9772 - val_loss: 0.2254 - val_auc: 0.9697 - 600ms/epoch - 5ms/step
Epoch 2440/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9761 - val_loss: 0.1951 - val_auc: 0.9709 - 605ms/epoch - 5ms/step
Epoch 2441/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9741 - val_loss: 0.2579 - val_auc: 0.9677 - 595ms/epoch - 5ms/step
Epoch 2442/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9768 - val_loss: 0.2148 - val_auc: 0.9619 - 598ms/epoch - 5ms/step
Epoch 2443/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9771 - val_loss: 0.2394 - val_auc: 0.9690 - 604ms/epoch - 5ms/step
Epoch 2444/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9765 - val_loss: 0.1999 - val_auc: 0.9698 - 604ms/epoch - 5ms/step
Epoch 2445/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9755 - val_loss: 0.2651 - val_auc: 0.9675 - 672ms/epoch - 5ms/step
Epoch 2446/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9745 - val_loss: 0.2543 - val_auc: 0.9694 - 605ms/epoch - 5ms/step
Epoch 2447/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9748 - val_loss: 0.2121 - val_auc: 0.9690 - 609ms/epoch - 5ms/step
Epoch 2448/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9772 - val_loss: 0.2094 - val_auc: 0.9648 - 599ms/epoch - 5ms/step
Epoch 2449/5000
124/124 - 1s - loss: 0.1953 - auc: 0.9750 - val_loss: 0.2096 - val_auc: 0.9674 - 595ms/epoch - 5ms/step
Epoch 2450/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9770 - val_loss: 0.2398 - val_auc: 0.9688 - 604ms/epoch - 5ms/step
Epoch 2451/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9767 - val_loss: 0.2012 - val_auc: 0.9713 - 600ms/epoch - 5ms/step
Epoch 2452/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9761 - val_loss: 0.2194 - val_auc: 0.9693 - 601ms/epoch - 5ms/step
Epoch 2453/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9761 - val_loss: 0.2109 - val_auc: 0.9663 - 670ms/epoch - 5ms/step
Epoch 2454/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9761 - val_loss: 0.2023 - val_auc: 0.9713 - 600ms/epoch - 5ms/step
Epoch 2455/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9767 - val_loss: 0.2064 - val_auc: 0.9667 - 602ms/epoch - 5ms/step
Epoch 2456/5000
124/124 - 1s - loss: 0.2031 - auc: 0.9719 - val_loss: 0.2113 - val_auc: 0.9700 - 602ms/epoch - 5ms/step
Epoch 2457/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9751 - val_loss: 0.2259 - val_auc: 0.9714 - 599ms/epoch - 5ms/step
Epoch 2458/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9759 - val_loss: 0.1989 - val_auc: 0.9705 - 594ms/epoch - 5ms/step
Epoch 2459/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9758 - val_loss: 0.2048 - val_auc: 0.9692 - 612ms/epoch - 5ms/step
Epoch 2460/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9773 - val_loss: 0.2002 - val_auc: 0.9692 - 600ms/epoch - 5ms/step
Epoch 2461/5000
124/124 - 1s - loss: 0.1970 - auc: 0.9739 - val_loss: 0.2008 - val_auc: 0.9706 - 607ms/epoch - 5ms/step
Epoch 2462/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9750 - val_loss: 0.1985 - val_auc: 0.9712 - 661ms/epoch - 5ms/step
Epoch 2463/5000
124/124 - 1s - loss: 0.1823 - auc: 0.9781 - val_loss: 0.2029 - val_auc: 0.9674 - 598ms/epoch - 5ms/step
Epoch 2464/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9756 - val_loss: 0.2238 - val_auc: 0.9692 - 595ms/epoch - 5ms/step
Epoch 2465/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9750 - val_loss: 0.1998 - val_auc: 0.9717 - 547ms/epoch - 4ms/step
Epoch 2466/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9772 - val_loss: 0.1985 - val_auc: 0.9688 - 590ms/epoch - 5ms/step
Epoch 2467/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9765 - val_loss: 0.2107 - val_auc: 0.9664 - 599ms/epoch - 5ms/step
Epoch 2468/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9764 - val_loss: 0.2168 - val_auc: 0.9667 - 610ms/epoch - 5ms/step
Epoch 2469/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9771 - val_loss: 0.2159 - val_auc: 0.9713 - 580ms/epoch - 5ms/step
Epoch 2470/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9751 - val_loss: 0.2042 - val_auc: 0.9673 - 603ms/epoch - 5ms/step
Epoch 2471/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9784 - val_loss: 0.2174 - val_auc: 0.9673 - 654ms/epoch - 5ms/step
Epoch 2472/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9735 - val_loss: 0.2136 - val_auc: 0.9691 - 602ms/epoch - 5ms/step
Epoch 2473/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9757 - val_loss: 0.2021 - val_auc: 0.9701 - 603ms/epoch - 5ms/step
Epoch 2474/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9745 - val_loss: 0.2104 - val_auc: 0.9697 - 614ms/epoch - 5ms/step
Epoch 2475/5000
124/124 - 1s - loss: 0.1960 - auc: 0.9740 - val_loss: 0.2098 - val_auc: 0.9653 - 609ms/epoch - 5ms/step
Epoch 2476/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9720 - val_loss: 0.2491 - val_auc: 0.9722 - 669ms/epoch - 5ms/step
Epoch 2477/5000
124/124 - 1s - loss: 0.1990 - auc: 0.9730 - val_loss: 0.2350 - val_auc: 0.9683 - 610ms/epoch - 5ms/step
Epoch 2478/5000
124/124 - 1s - loss: 0.1961 - auc: 0.9744 - val_loss: 0.2056 - val_auc: 0.9669 - 678ms/epoch - 5ms/step
Epoch 2479/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9748 - val_loss: 0.2031 - val_auc: 0.9698 - 624ms/epoch - 5ms/step
Epoch 2480/5000
124/124 - 1s - loss: 0.1832 - auc: 0.9788 - val_loss: 0.2034 - val_auc: 0.9700 - 670ms/epoch - 5ms/step
Epoch 2481/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9740 - val_loss: 0.2331 - val_auc: 0.9708 - 611ms/epoch - 5ms/step
Epoch 2482/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9761 - val_loss: 0.2027 - val_auc: 0.9684 - 604ms/epoch - 5ms/step
Epoch 2483/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9762 - val_loss: 0.2077 - val_auc: 0.9700 - 611ms/epoch - 5ms/step
Epoch 2484/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9761 - val_loss: 0.2181 - val_auc: 0.9655 - 607ms/epoch - 5ms/step
Epoch 2485/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9741 - val_loss: 0.1964 - val_auc: 0.9690 - 652ms/epoch - 5ms/step
Epoch 2486/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9747 - val_loss: 0.2120 - val_auc: 0.9684 - 607ms/epoch - 5ms/step
Epoch 2487/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9747 - val_loss: 0.1992 - val_auc: 0.9711 - 607ms/epoch - 5ms/step
Epoch 2488/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9776 - val_loss: 0.2088 - val_auc: 0.9674 - 602ms/epoch - 5ms/step
Epoch 2489/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9761 - val_loss: 0.2103 - val_auc: 0.9701 - 598ms/epoch - 5ms/step
Epoch 2490/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9764 - val_loss: 0.1992 - val_auc: 0.9720 - 595ms/epoch - 5ms/step
Epoch 2491/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9775 - val_loss: 0.2075 - val_auc: 0.9679 - 599ms/epoch - 5ms/step
Epoch 2492/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9765 - val_loss: 0.2034 - val_auc: 0.9678 - 604ms/epoch - 5ms/step
Epoch 2493/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9757 - val_loss: 0.1991 - val_auc: 0.9713 - 597ms/epoch - 5ms/step
Epoch 2494/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9737 - val_loss: 0.1974 - val_auc: 0.9725 - 669ms/epoch - 5ms/step
Epoch 2495/5000
124/124 - 1s - loss: 0.2061 - auc: 0.9718 - val_loss: 0.1998 - val_auc: 0.9724 - 602ms/epoch - 5ms/step
Epoch 2496/5000
124/124 - 1s - loss: 0.1980 - auc: 0.9737 - val_loss: 0.2038 - val_auc: 0.9701 - 600ms/epoch - 5ms/step
Epoch 2497/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9756 - val_loss: 0.2139 - val_auc: 0.9687 - 595ms/epoch - 5ms/step
Epoch 2498/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9734 - val_loss: 0.2111 - val_auc: 0.9649 - 598ms/epoch - 5ms/step
Epoch 2499/5000
124/124 - 1s - loss: 0.2052 - auc: 0.9715 - val_loss: 0.2118 - val_auc: 0.9670 - 605ms/epoch - 5ms/step
Epoch 2500/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9748 - val_loss: 0.2182 - val_auc: 0.9694 - 600ms/epoch - 5ms/step
Epoch 2501/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9742 - val_loss: 0.2103 - val_auc: 0.9705 - 601ms/epoch - 5ms/step
Epoch 2502/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9764 - val_loss: 0.1984 - val_auc: 0.9715 - 612ms/epoch - 5ms/step
Epoch 2503/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9758 - val_loss: 0.2044 - val_auc: 0.9704 - 604ms/epoch - 5ms/step
Epoch 2504/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9763 - val_loss: 0.2000 - val_auc: 0.9700 - 661ms/epoch - 5ms/step
Epoch 2505/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9769 - val_loss: 0.2000 - val_auc: 0.9719 - 614ms/epoch - 5ms/step
Epoch 2506/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9737 - val_loss: 0.1990 - val_auc: 0.9686 - 611ms/epoch - 5ms/step
Epoch 2507/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9777 - val_loss: 0.2013 - val_auc: 0.9684 - 613ms/epoch - 5ms/step
Epoch 2508/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9759 - val_loss: 0.2031 - val_auc: 0.9689 - 670ms/epoch - 5ms/step
Epoch 2509/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9739 - val_loss: 0.2166 - val_auc: 0.9682 - 604ms/epoch - 5ms/step
Epoch 2510/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9756 - val_loss: 0.2298 - val_auc: 0.9702 - 605ms/epoch - 5ms/step
Epoch 2511/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9728 - val_loss: 0.2123 - val_auc: 0.9680 - 601ms/epoch - 5ms/step
Epoch 2512/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9745 - val_loss: 0.1978 - val_auc: 0.9730 - 598ms/epoch - 5ms/step
Epoch 2513/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9773 - val_loss: 0.2140 - val_auc: 0.9648 - 597ms/epoch - 5ms/step
Epoch 2514/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9745 - val_loss: 0.1950 - val_auc: 0.9709 - 598ms/epoch - 5ms/step
Epoch 2515/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9769 - val_loss: 0.2146 - val_auc: 0.9695 - 598ms/epoch - 5ms/step
Epoch 2516/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9762 - val_loss: 0.2021 - val_auc: 0.9691 - 605ms/epoch - 5ms/step
Epoch 2517/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9757 - val_loss: 0.2036 - val_auc: 0.9690 - 596ms/epoch - 5ms/step
Epoch 2518/5000
124/124 - 1s - loss: 0.1932 - auc: 0.9758 - val_loss: 0.2028 - val_auc: 0.9684 - 655ms/epoch - 5ms/step
Epoch 2519/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9747 - val_loss: 0.2155 - val_auc: 0.9698 - 603ms/epoch - 5ms/step
Epoch 2520/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9770 - val_loss: 0.2063 - val_auc: 0.9702 - 604ms/epoch - 5ms/step
Epoch 2521/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9772 - val_loss: 0.2115 - val_auc: 0.9705 - 606ms/epoch - 5ms/step
Epoch 2522/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9765 - val_loss: 0.2009 - val_auc: 0.9697 - 600ms/epoch - 5ms/step
Epoch 2523/5000
124/124 - 1s - loss: 0.2011 - auc: 0.9722 - val_loss: 0.2150 - val_auc: 0.9673 - 603ms/epoch - 5ms/step
Epoch 2524/5000
124/124 - 1s - loss: 0.1988 - auc: 0.9750 - val_loss: 0.2021 - val_auc: 0.9727 - 602ms/epoch - 5ms/step
Epoch 2525/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9749 - val_loss: 0.1927 - val_auc: 0.9734 - 597ms/epoch - 5ms/step
Epoch 2526/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9761 - val_loss: 0.1979 - val_auc: 0.9715 - 603ms/epoch - 5ms/step
Epoch 2527/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9746 - val_loss: 0.1993 - val_auc: 0.9713 - 665ms/epoch - 5ms/step
Epoch 2528/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9767 - val_loss: 0.1968 - val_auc: 0.9718 - 605ms/epoch - 5ms/step
Epoch 2529/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9743 - val_loss: 0.1960 - val_auc: 0.9719 - 615ms/epoch - 5ms/step
Epoch 2530/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9745 - val_loss: 0.2219 - val_auc: 0.9688 - 609ms/epoch - 5ms/step
Epoch 2531/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9750 - val_loss: 0.2067 - val_auc: 0.9690 - 603ms/epoch - 5ms/step
Epoch 2532/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9750 - val_loss: 0.1976 - val_auc: 0.9692 - 653ms/epoch - 5ms/step
Epoch 2533/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9766 - val_loss: 0.2096 - val_auc: 0.9673 - 608ms/epoch - 5ms/step
Epoch 2534/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9754 - val_loss: 0.1985 - val_auc: 0.9706 - 600ms/epoch - 5ms/step
Epoch 2535/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9765 - val_loss: 0.2563 - val_auc: 0.9715 - 601ms/epoch - 5ms/step
Epoch 2536/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9762 - val_loss: 0.2109 - val_auc: 0.9649 - 609ms/epoch - 5ms/step
Epoch 2537/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9762 - val_loss: 0.2290 - val_auc: 0.9700 - 604ms/epoch - 5ms/step
Epoch 2538/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9748 - val_loss: 0.2419 - val_auc: 0.9722 - 604ms/epoch - 5ms/step
Epoch 2539/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9760 - val_loss: 0.2094 - val_auc: 0.9725 - 599ms/epoch - 5ms/step
Epoch 2540/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9751 - val_loss: 0.2398 - val_auc: 0.9703 - 656ms/epoch - 5ms/step
Epoch 2541/5000
124/124 - 1s - loss: 0.2009 - auc: 0.9730 - val_loss: 0.1926 - val_auc: 0.9719 - 613ms/epoch - 5ms/step
Epoch 2542/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9755 - val_loss: 0.2021 - val_auc: 0.9717 - 597ms/epoch - 5ms/step
Epoch 2543/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9752 - val_loss: 0.2140 - val_auc: 0.9664 - 608ms/epoch - 5ms/step
Epoch 2544/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9780 - val_loss: 0.2020 - val_auc: 0.9696 - 605ms/epoch - 5ms/step
Epoch 2545/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9754 - val_loss: 0.2002 - val_auc: 0.9693 - 603ms/epoch - 5ms/step
Epoch 2546/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9751 - val_loss: 0.2145 - val_auc: 0.9701 - 605ms/epoch - 5ms/step
Epoch 2547/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9749 - val_loss: 0.2076 - val_auc: 0.9714 - 596ms/epoch - 5ms/step
Epoch 2548/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9761 - val_loss: 0.1970 - val_auc: 0.9715 - 606ms/epoch - 5ms/step
Epoch 2549/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9773 - val_loss: 0.2146 - val_auc: 0.9696 - 647ms/epoch - 5ms/step
Epoch 2550/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9768 - val_loss: 0.2034 - val_auc: 0.9686 - 598ms/epoch - 5ms/step
Epoch 2551/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9759 - val_loss: 0.1963 - val_auc: 0.9705 - 600ms/epoch - 5ms/step
Epoch 2552/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9732 - val_loss: 0.2102 - val_auc: 0.9667 - 594ms/epoch - 5ms/step
Epoch 2553/5000
124/124 - 1s - loss: 0.2118 - auc: 0.9689 - val_loss: 0.2047 - val_auc: 0.9695 - 549ms/epoch - 4ms/step
Epoch 2554/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9742 - val_loss: 0.2024 - val_auc: 0.9712 - 592ms/epoch - 5ms/step
Epoch 2555/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9755 - val_loss: 0.2006 - val_auc: 0.9705 - 652ms/epoch - 5ms/step
Epoch 2556/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9757 - val_loss: 0.2022 - val_auc: 0.9673 - 546ms/epoch - 4ms/step
Epoch 2557/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9751 - val_loss: 0.1949 - val_auc: 0.9700 - 599ms/epoch - 5ms/step
Epoch 2558/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9767 - val_loss: 0.2158 - val_auc: 0.9679 - 651ms/epoch - 5ms/step
Epoch 2559/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9770 - val_loss: 0.2079 - val_auc: 0.9698 - 613ms/epoch - 5ms/step
Epoch 2560/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9742 - val_loss: 0.2125 - val_auc: 0.9679 - 606ms/epoch - 5ms/step
Epoch 2561/5000
124/124 - 1s - loss: 0.2060 - auc: 0.9718 - val_loss: 0.2130 - val_auc: 0.9714 - 602ms/epoch - 5ms/step
Epoch 2562/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9763 - val_loss: 0.2026 - val_auc: 0.9713 - 600ms/epoch - 5ms/step
Epoch 2563/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9768 - val_loss: 0.2074 - val_auc: 0.9688 - 590ms/epoch - 5ms/step
Epoch 2564/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9729 - val_loss: 0.2021 - val_auc: 0.9711 - 597ms/epoch - 5ms/step
Epoch 2565/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9761 - val_loss: 0.2204 - val_auc: 0.9665 - 596ms/epoch - 5ms/step
Epoch 2566/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9737 - val_loss: 0.2007 - val_auc: 0.9692 - 599ms/epoch - 5ms/step
Epoch 2567/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9743 - val_loss: 0.2100 - val_auc: 0.9688 - 611ms/epoch - 5ms/step
Epoch 2568/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9768 - val_loss: 0.2564 - val_auc: 0.9664 - 602ms/epoch - 5ms/step
Epoch 2569/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9768 - val_loss: 0.2137 - val_auc: 0.9653 - 607ms/epoch - 5ms/step
Epoch 2570/5000
124/124 - 1s - loss: 0.1852 - auc: 0.9775 - val_loss: 0.2045 - val_auc: 0.9690 - 615ms/epoch - 5ms/step
Epoch 2571/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9758 - val_loss: 0.2064 - val_auc: 0.9675 - 608ms/epoch - 5ms/step
Epoch 2572/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9766 - val_loss: 0.2124 - val_auc: 0.9679 - 681ms/epoch - 5ms/step
Epoch 2573/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9758 - val_loss: 0.1990 - val_auc: 0.9696 - 626ms/epoch - 5ms/step
Epoch 2574/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9772 - val_loss: 0.1968 - val_auc: 0.9698 - 619ms/epoch - 5ms/step
Epoch 2575/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9760 - val_loss: 0.2109 - val_auc: 0.9688 - 620ms/epoch - 5ms/step
Epoch 2576/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9749 - val_loss: 0.2043 - val_auc: 0.9673 - 674ms/epoch - 5ms/step
Epoch 2577/5000
124/124 - 1s - loss: 0.1992 - auc: 0.9719 - val_loss: 0.1967 - val_auc: 0.9710 - 622ms/epoch - 5ms/step
Epoch 2578/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9732 - val_loss: 0.2522 - val_auc: 0.9654 - 672ms/epoch - 5ms/step
Epoch 2579/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9766 - val_loss: 0.2186 - val_auc: 0.9692 - 609ms/epoch - 5ms/step
Epoch 2580/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9736 - val_loss: 0.2285 - val_auc: 0.9690 - 612ms/epoch - 5ms/step
Epoch 2581/5000
124/124 - 1s - loss: 0.2026 - auc: 0.9727 - val_loss: 0.2203 - val_auc: 0.9691 - 667ms/epoch - 5ms/step
Epoch 2582/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9762 - val_loss: 0.1996 - val_auc: 0.9715 - 613ms/epoch - 5ms/step
Epoch 2583/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9761 - val_loss: 0.1956 - val_auc: 0.9712 - 607ms/epoch - 5ms/step
Epoch 2584/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9725 - val_loss: 0.2123 - val_auc: 0.9689 - 604ms/epoch - 5ms/step
Epoch 2585/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9754 - val_loss: 0.2083 - val_auc: 0.9725 - 610ms/epoch - 5ms/step
Epoch 2586/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9756 - val_loss: 0.2090 - val_auc: 0.9677 - 652ms/epoch - 5ms/step
Epoch 2587/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9758 - val_loss: 0.2025 - val_auc: 0.9704 - 608ms/epoch - 5ms/step
Epoch 2588/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9768 - val_loss: 0.2137 - val_auc: 0.9652 - 607ms/epoch - 5ms/step
Epoch 2589/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9756 - val_loss: 0.2089 - val_auc: 0.9698 - 616ms/epoch - 5ms/step
Epoch 2590/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9757 - val_loss: 0.2076 - val_auc: 0.9681 - 653ms/epoch - 5ms/step
Epoch 2591/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9767 - val_loss: 0.2066 - val_auc: 0.9691 - 612ms/epoch - 5ms/step
Epoch 2592/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9760 - val_loss: 0.2349 - val_auc: 0.9686 - 614ms/epoch - 5ms/step
Epoch 2593/5000
124/124 - 1s - loss: 0.2098 - auc: 0.9716 - val_loss: 0.2338 - val_auc: 0.9643 - 602ms/epoch - 5ms/step
Epoch 2594/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9755 - val_loss: 0.2332 - val_auc: 0.9621 - 591ms/epoch - 5ms/step
Epoch 2595/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9783 - val_loss: 0.2083 - val_auc: 0.9694 - 596ms/epoch - 5ms/step
Epoch 2596/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9765 - val_loss: 0.2050 - val_auc: 0.9676 - 601ms/epoch - 5ms/step
Epoch 2597/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9752 - val_loss: 0.2018 - val_auc: 0.9717 - 601ms/epoch - 5ms/step
Epoch 2598/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9758 - val_loss: 0.2004 - val_auc: 0.9710 - 601ms/epoch - 5ms/step
Epoch 2599/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9746 - val_loss: 0.2136 - val_auc: 0.9691 - 600ms/epoch - 5ms/step
Epoch 2600/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9755 - val_loss: 0.2011 - val_auc: 0.9678 - 602ms/epoch - 5ms/step
Epoch 2601/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9777 - val_loss: 0.2002 - val_auc: 0.9705 - 595ms/epoch - 5ms/step
Epoch 2602/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9764 - val_loss: 0.2064 - val_auc: 0.9725 - 661ms/epoch - 5ms/step
Epoch 2603/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9761 - val_loss: 0.2643 - val_auc: 0.9655 - 613ms/epoch - 5ms/step
Epoch 2604/5000
124/124 - 1s - loss: 0.2022 - auc: 0.9715 - val_loss: 0.2106 - val_auc: 0.9701 - 608ms/epoch - 5ms/step
Epoch 2605/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9767 - val_loss: 0.1952 - val_auc: 0.9706 - 674ms/epoch - 5ms/step
Epoch 2606/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9764 - val_loss: 0.2026 - val_auc: 0.9697 - 617ms/epoch - 5ms/step
Epoch 2607/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9769 - val_loss: 0.2057 - val_auc: 0.9710 - 605ms/epoch - 5ms/step
Epoch 2608/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9746 - val_loss: 0.2014 - val_auc: 0.9715 - 666ms/epoch - 5ms/step
Epoch 2609/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9766 - val_loss: 0.2066 - val_auc: 0.9699 - 606ms/epoch - 5ms/step
Epoch 2610/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9769 - val_loss: 0.2039 - val_auc: 0.9678 - 604ms/epoch - 5ms/step
Epoch 2611/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9754 - val_loss: 0.1993 - val_auc: 0.9716 - 602ms/epoch - 5ms/step
Epoch 2612/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9765 - val_loss: 0.2282 - val_auc: 0.9673 - 603ms/epoch - 5ms/step
Epoch 2613/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9740 - val_loss: 0.1986 - val_auc: 0.9705 - 605ms/epoch - 5ms/step
Epoch 2614/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9745 - val_loss: 0.1998 - val_auc: 0.9692 - 594ms/epoch - 5ms/step
Epoch 2615/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9761 - val_loss: 0.2013 - val_auc: 0.9691 - 601ms/epoch - 5ms/step
Epoch 2616/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9754 - val_loss: 0.2132 - val_auc: 0.9660 - 604ms/epoch - 5ms/step
Epoch 2617/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9773 - val_loss: 0.1990 - val_auc: 0.9693 - 603ms/epoch - 5ms/step
Epoch 2618/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9770 - val_loss: 0.2355 - val_auc: 0.9725 - 654ms/epoch - 5ms/step
Epoch 2619/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9759 - val_loss: 0.2302 - val_auc: 0.9645 - 598ms/epoch - 5ms/step
Epoch 2620/5000
124/124 - 1s - loss: 0.2003 - auc: 0.9733 - val_loss: 0.2122 - val_auc: 0.9675 - 599ms/epoch - 5ms/step
Epoch 2621/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9770 - val_loss: 0.2035 - val_auc: 0.9682 - 595ms/epoch - 5ms/step
Epoch 2622/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9739 - val_loss: 0.2103 - val_auc: 0.9678 - 604ms/epoch - 5ms/step
Epoch 2623/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9738 - val_loss: 0.2015 - val_auc: 0.9692 - 598ms/epoch - 5ms/step
Epoch 2624/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9758 - val_loss: 0.2088 - val_auc: 0.9700 - 620ms/epoch - 5ms/step
Epoch 2625/5000
124/124 - 1s - loss: 0.1816 - auc: 0.9789 - val_loss: 0.2088 - val_auc: 0.9682 - 608ms/epoch - 5ms/step
Epoch 2626/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9753 - val_loss: 0.2086 - val_auc: 0.9690 - 597ms/epoch - 5ms/step
Epoch 2627/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9738 - val_loss: 0.2068 - val_auc: 0.9680 - 595ms/epoch - 5ms/step
Epoch 2628/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9760 - val_loss: 0.2117 - val_auc: 0.9661 - 601ms/epoch - 5ms/step
Epoch 2629/5000
124/124 - 1s - loss: 0.2038 - auc: 0.9718 - val_loss: 0.2128 - val_auc: 0.9668 - 656ms/epoch - 5ms/step
Epoch 2630/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9763 - val_loss: 0.2007 - val_auc: 0.9698 - 705ms/epoch - 6ms/step
Epoch 2631/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9754 - val_loss: 0.2170 - val_auc: 0.9664 - 708ms/epoch - 6ms/step
Epoch 2632/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9749 - val_loss: 0.1962 - val_auc: 0.9720 - 882ms/epoch - 7ms/step
Epoch 2633/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9723 - val_loss: 0.2826 - val_auc: 0.9709 - 619ms/epoch - 5ms/step
Epoch 2634/5000
124/124 - 1s - loss: 0.2083 - auc: 0.9712 - val_loss: 0.2074 - val_auc: 0.9688 - 605ms/epoch - 5ms/step
Epoch 2635/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9757 - val_loss: 0.2024 - val_auc: 0.9705 - 603ms/epoch - 5ms/step
Epoch 2636/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9774 - val_loss: 0.2046 - val_auc: 0.9693 - 600ms/epoch - 5ms/step
Epoch 2637/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9745 - val_loss: 0.2195 - val_auc: 0.9678 - 666ms/epoch - 5ms/step
Epoch 2638/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9735 - val_loss: 0.1935 - val_auc: 0.9709 - 610ms/epoch - 5ms/step
Epoch 2639/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9740 - val_loss: 0.1974 - val_auc: 0.9709 - 615ms/epoch - 5ms/step
Epoch 2640/5000
124/124 - 1s - loss: 0.1995 - auc: 0.9744 - val_loss: 0.2067 - val_auc: 0.9691 - 668ms/epoch - 5ms/step
Epoch 2641/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9760 - val_loss: 0.2190 - val_auc: 0.9687 - 609ms/epoch - 5ms/step
Epoch 2642/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9755 - val_loss: 0.2292 - val_auc: 0.9709 - 610ms/epoch - 5ms/step
Epoch 2643/5000
124/124 - 1s - loss: 0.2038 - auc: 0.9731 - val_loss: 0.2136 - val_auc: 0.9706 - 669ms/epoch - 5ms/step
Epoch 2644/5000
124/124 - 1s - loss: 0.1982 - auc: 0.9741 - val_loss: 0.2411 - val_auc: 0.9698 - 613ms/epoch - 5ms/step
Epoch 2645/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9758 - val_loss: 0.2055 - val_auc: 0.9722 - 612ms/epoch - 5ms/step
Epoch 2646/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9755 - val_loss: 0.1956 - val_auc: 0.9723 - 667ms/epoch - 5ms/step
Epoch 2647/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9776 - val_loss: 0.2099 - val_auc: 0.9704 - 616ms/epoch - 5ms/step
Epoch 2648/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9765 - val_loss: 0.2100 - val_auc: 0.9653 - 618ms/epoch - 5ms/step
Epoch 2649/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9743 - val_loss: 0.2098 - val_auc: 0.9671 - 666ms/epoch - 5ms/step
Epoch 2650/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9762 - val_loss: 0.1948 - val_auc: 0.9706 - 615ms/epoch - 5ms/step
Epoch 2651/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9771 - val_loss: 0.2034 - val_auc: 0.9678 - 611ms/epoch - 5ms/step
Epoch 2652/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9755 - val_loss: 0.2143 - val_auc: 0.9692 - 666ms/epoch - 5ms/step
Epoch 2653/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9763 - val_loss: 0.2006 - val_auc: 0.9705 - 604ms/epoch - 5ms/step
Epoch 2654/5000
124/124 - 1s - loss: 0.1980 - auc: 0.9745 - val_loss: 0.2148 - val_auc: 0.9653 - 601ms/epoch - 5ms/step
Epoch 2655/5000
124/124 - 1s - loss: 0.2001 - auc: 0.9730 - val_loss: 0.2131 - val_auc: 0.9644 - 610ms/epoch - 5ms/step
Epoch 2656/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9768 - val_loss: 0.2382 - val_auc: 0.9658 - 606ms/epoch - 5ms/step
Epoch 2657/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9757 - val_loss: 0.2031 - val_auc: 0.9687 - 602ms/epoch - 5ms/step
Epoch 2658/5000
124/124 - 1s - loss: 0.1839 - auc: 0.9781 - val_loss: 0.2227 - val_auc: 0.9686 - 599ms/epoch - 5ms/step
Epoch 2659/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9769 - val_loss: 0.2061 - val_auc: 0.9703 - 600ms/epoch - 5ms/step
Epoch 2660/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9776 - val_loss: 0.1952 - val_auc: 0.9719 - 599ms/epoch - 5ms/step
Epoch 2661/5000
124/124 - 1s - loss: 0.1849 - auc: 0.9768 - val_loss: 0.2175 - val_auc: 0.9625 - 603ms/epoch - 5ms/step
Epoch 2662/5000
124/124 - 1s - loss: 0.1993 - auc: 0.9750 - val_loss: 0.2034 - val_auc: 0.9687 - 541ms/epoch - 4ms/step
Epoch 2663/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9761 - val_loss: 0.1992 - val_auc: 0.9704 - 599ms/epoch - 5ms/step
Epoch 2664/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9775 - val_loss: 0.2051 - val_auc: 0.9696 - 656ms/epoch - 5ms/step
Epoch 2665/5000
124/124 - 1s - loss: 0.1818 - auc: 0.9783 - val_loss: 0.2147 - val_auc: 0.9661 - 609ms/epoch - 5ms/step
Epoch 2666/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9746 - val_loss: 0.2074 - val_auc: 0.9716 - 607ms/epoch - 5ms/step
Epoch 2667/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9766 - val_loss: 0.2148 - val_auc: 0.9689 - 614ms/epoch - 5ms/step
Epoch 2668/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9747 - val_loss: 0.2070 - val_auc: 0.9681 - 672ms/epoch - 5ms/step
Epoch 2669/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9751 - val_loss: 0.2204 - val_auc: 0.9709 - 622ms/epoch - 5ms/step
Epoch 2670/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9752 - val_loss: 0.2052 - val_auc: 0.9678 - 675ms/epoch - 5ms/step
Epoch 2671/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9762 - val_loss: 0.2281 - val_auc: 0.9685 - 627ms/epoch - 5ms/step
Epoch 2672/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9757 - val_loss: 0.2056 - val_auc: 0.9689 - 678ms/epoch - 5ms/step
Epoch 2673/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9740 - val_loss: 0.2212 - val_auc: 0.9696 - 674ms/epoch - 5ms/step
Epoch 2674/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9752 - val_loss: 0.2057 - val_auc: 0.9662 - 608ms/epoch - 5ms/step
Epoch 2675/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9761 - val_loss: 0.2223 - val_auc: 0.9682 - 612ms/epoch - 5ms/step
Epoch 2676/5000
124/124 - 1s - loss: 0.1986 - auc: 0.9739 - val_loss: 0.2491 - val_auc: 0.9671 - 612ms/epoch - 5ms/step
Epoch 2677/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9742 - val_loss: 0.2059 - val_auc: 0.9699 - 668ms/epoch - 5ms/step
Epoch 2678/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9741 - val_loss: 0.2135 - val_auc: 0.9710 - 611ms/epoch - 5ms/step
Epoch 2679/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9764 - val_loss: 0.2130 - val_auc: 0.9679 - 607ms/epoch - 5ms/step
Epoch 2680/5000
124/124 - 1s - loss: 0.1961 - auc: 0.9752 - val_loss: 0.2226 - val_auc: 0.9649 - 599ms/epoch - 5ms/step
Epoch 2681/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9764 - val_loss: 0.2088 - val_auc: 0.9698 - 662ms/epoch - 5ms/step
Epoch 2682/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9776 - val_loss: 0.2108 - val_auc: 0.9704 - 603ms/epoch - 5ms/step
Epoch 2683/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9777 - val_loss: 0.2130 - val_auc: 0.9651 - 597ms/epoch - 5ms/step
Epoch 2684/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9779 - val_loss: 0.1972 - val_auc: 0.9725 - 596ms/epoch - 5ms/step
Epoch 2685/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9753 - val_loss: 0.2046 - val_auc: 0.9706 - 597ms/epoch - 5ms/step
Epoch 2686/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9779 - val_loss: 0.2055 - val_auc: 0.9704 - 600ms/epoch - 5ms/step
Epoch 2687/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9744 - val_loss: 0.2029 - val_auc: 0.9715 - 598ms/epoch - 5ms/step
Epoch 2688/5000
124/124 - 1s - loss: 0.1978 - auc: 0.9743 - val_loss: 0.2190 - val_auc: 0.9695 - 614ms/epoch - 5ms/step
Epoch 2689/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9750 - val_loss: 0.2042 - val_auc: 0.9681 - 601ms/epoch - 5ms/step
Epoch 2690/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9767 - val_loss: 0.1951 - val_auc: 0.9711 - 593ms/epoch - 5ms/step
Epoch 2691/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9780 - val_loss: 0.2013 - val_auc: 0.9695 - 597ms/epoch - 5ms/step
Epoch 2692/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9772 - val_loss: 0.2006 - val_auc: 0.9683 - 600ms/epoch - 5ms/step
Epoch 2693/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9777 - val_loss: 0.2153 - val_auc: 0.9635 - 595ms/epoch - 5ms/step
Epoch 2694/5000
124/124 - 1s - loss: 0.1965 - auc: 0.9729 - val_loss: 0.2229 - val_auc: 0.9702 - 597ms/epoch - 5ms/step
Epoch 2695/5000
124/124 - 1s - loss: 0.1989 - auc: 0.9736 - val_loss: 0.2315 - val_auc: 0.9713 - 597ms/epoch - 5ms/step
Epoch 2696/5000
124/124 - 1s - loss: 0.2055 - auc: 0.9722 - val_loss: 0.2043 - val_auc: 0.9677 - 601ms/epoch - 5ms/step
Epoch 2697/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9745 - val_loss: 0.2051 - val_auc: 0.9693 - 601ms/epoch - 5ms/step
Epoch 2698/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9757 - val_loss: 0.2025 - val_auc: 0.9692 - 602ms/epoch - 5ms/step
Epoch 2699/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9754 - val_loss: 0.2339 - val_auc: 0.9630 - 608ms/epoch - 5ms/step
Epoch 2700/5000
124/124 - 1s - loss: 0.1989 - auc: 0.9733 - val_loss: 0.2165 - val_auc: 0.9678 - 671ms/epoch - 5ms/step
Epoch 2701/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9752 - val_loss: 0.2032 - val_auc: 0.9684 - 616ms/epoch - 5ms/step
Epoch 2702/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9770 - val_loss: 0.2028 - val_auc: 0.9697 - 613ms/epoch - 5ms/step
Epoch 2703/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9750 - val_loss: 0.2372 - val_auc: 0.9705 - 653ms/epoch - 5ms/step
Epoch 2704/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9764 - val_loss: 0.2065 - val_auc: 0.9672 - 605ms/epoch - 5ms/step
Epoch 2705/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9760 - val_loss: 0.2270 - val_auc: 0.9614 - 603ms/epoch - 5ms/step
Epoch 2706/5000
124/124 - 1s - loss: 0.2012 - auc: 0.9740 - val_loss: 0.2102 - val_auc: 0.9649 - 601ms/epoch - 5ms/step
Epoch 2707/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9757 - val_loss: 0.2099 - val_auc: 0.9696 - 594ms/epoch - 5ms/step
Epoch 2708/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9754 - val_loss: 0.2121 - val_auc: 0.9697 - 597ms/epoch - 5ms/step
Epoch 2709/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9734 - val_loss: 0.2146 - val_auc: 0.9697 - 605ms/epoch - 5ms/step
Epoch 2710/5000
124/124 - 1s - loss: 0.2023 - auc: 0.9722 - val_loss: 0.2150 - val_auc: 0.9690 - 596ms/epoch - 5ms/step
Epoch 2711/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9767 - val_loss: 0.2133 - val_auc: 0.9666 - 599ms/epoch - 5ms/step
Epoch 2712/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9750 - val_loss: 0.2022 - val_auc: 0.9746 - 603ms/epoch - 5ms/step
Epoch 2713/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9739 - val_loss: 0.2065 - val_auc: 0.9697 - 597ms/epoch - 5ms/step
Epoch 2714/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9761 - val_loss: 0.2165 - val_auc: 0.9679 - 598ms/epoch - 5ms/step
Epoch 2715/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9768 - val_loss: 0.2140 - val_auc: 0.9639 - 597ms/epoch - 5ms/step
Epoch 2716/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9740 - val_loss: 0.2106 - val_auc: 0.9708 - 601ms/epoch - 5ms/step
Epoch 2717/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9752 - val_loss: 0.1986 - val_auc: 0.9697 - 610ms/epoch - 5ms/step
Epoch 2718/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9743 - val_loss: 0.2202 - val_auc: 0.9709 - 668ms/epoch - 5ms/step
Epoch 2719/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9733 - val_loss: 0.2441 - val_auc: 0.9662 - 623ms/epoch - 5ms/step
Epoch 2720/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9755 - val_loss: 0.2200 - val_auc: 0.9640 - 694ms/epoch - 6ms/step
Epoch 2721/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9747 - val_loss: 0.2068 - val_auc: 0.9682 - 680ms/epoch - 5ms/step
Epoch 2722/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9762 - val_loss: 0.1989 - val_auc: 0.9718 - 619ms/epoch - 5ms/step
Epoch 2723/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9756 - val_loss: 0.2058 - val_auc: 0.9689 - 682ms/epoch - 5ms/step
Epoch 2724/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9783 - val_loss: 0.2006 - val_auc: 0.9680 - 624ms/epoch - 5ms/step
Epoch 2725/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9765 - val_loss: 0.2125 - val_auc: 0.9704 - 615ms/epoch - 5ms/step
Epoch 2726/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9751 - val_loss: 0.2486 - val_auc: 0.9673 - 615ms/epoch - 5ms/step
Epoch 2727/5000
124/124 - 1s - loss: 0.2016 - auc: 0.9722 - val_loss: 0.2176 - val_auc: 0.9692 - 591ms/epoch - 5ms/step
Epoch 2728/5000
124/124 - 1s - loss: 0.2029 - auc: 0.9727 - val_loss: 0.1880 - val_auc: 0.9756 - 598ms/epoch - 5ms/step
Epoch 2729/5000
124/124 - 1s - loss: 0.2101 - auc: 0.9696 - val_loss: 0.2475 - val_auc: 0.9691 - 599ms/epoch - 5ms/step
Epoch 2730/5000
124/124 - 1s - loss: 0.1978 - auc: 0.9733 - val_loss: 0.2072 - val_auc: 0.9699 - 602ms/epoch - 5ms/step
Epoch 2731/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9755 - val_loss: 0.2011 - val_auc: 0.9694 - 597ms/epoch - 5ms/step
Epoch 2732/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9753 - val_loss: 0.2102 - val_auc: 0.9660 - 593ms/epoch - 5ms/step
Epoch 2733/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9757 - val_loss: 0.2133 - val_auc: 0.9682 - 605ms/epoch - 5ms/step
Epoch 2734/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9734 - val_loss: 0.2067 - val_auc: 0.9677 - 607ms/epoch - 5ms/step
Epoch 2735/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9747 - val_loss: 0.1977 - val_auc: 0.9719 - 600ms/epoch - 5ms/step
Epoch 2736/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9748 - val_loss: 0.2584 - val_auc: 0.9683 - 661ms/epoch - 5ms/step
Epoch 2737/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9754 - val_loss: 0.2086 - val_auc: 0.9690 - 597ms/epoch - 5ms/step
Epoch 2738/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9753 - val_loss: 0.2215 - val_auc: 0.9654 - 600ms/epoch - 5ms/step
Epoch 2739/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9751 - val_loss: 0.2061 - val_auc: 0.9702 - 597ms/epoch - 5ms/step
Epoch 2740/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9759 - val_loss: 0.2012 - val_auc: 0.9698 - 592ms/epoch - 5ms/step
Epoch 2741/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9746 - val_loss: 0.2135 - val_auc: 0.9705 - 534ms/epoch - 4ms/step
Epoch 2742/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9768 - val_loss: 0.1985 - val_auc: 0.9694 - 594ms/epoch - 5ms/step
Epoch 2743/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9788 - val_loss: 0.1969 - val_auc: 0.9709 - 602ms/epoch - 5ms/step
Epoch 2744/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9769 - val_loss: 0.2020 - val_auc: 0.9692 - 595ms/epoch - 5ms/step
Epoch 2745/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9772 - val_loss: 0.2857 - val_auc: 0.9608 - 592ms/epoch - 5ms/step
Epoch 2746/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9744 - val_loss: 0.1986 - val_auc: 0.9696 - 594ms/epoch - 5ms/step
Epoch 2747/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9772 - val_loss: 0.2088 - val_auc: 0.9683 - 603ms/epoch - 5ms/step
Epoch 2748/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9744 - val_loss: 0.2024 - val_auc: 0.9686 - 602ms/epoch - 5ms/step
Epoch 2749/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9766 - val_loss: 0.2010 - val_auc: 0.9694 - 599ms/epoch - 5ms/step
Epoch 2750/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9764 - val_loss: 0.2012 - val_auc: 0.9747 - 602ms/epoch - 5ms/step
Epoch 2751/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9744 - val_loss: 0.2036 - val_auc: 0.9680 - 605ms/epoch - 5ms/step
Epoch 2752/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9764 - val_loss: 0.2127 - val_auc: 0.9702 - 548ms/epoch - 4ms/step
Epoch 2753/5000
124/124 - 1s - loss: 0.2004 - auc: 0.9721 - val_loss: 0.2042 - val_auc: 0.9681 - 607ms/epoch - 5ms/step
Epoch 2754/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9747 - val_loss: 0.2098 - val_auc: 0.9660 - 593ms/epoch - 5ms/step
Epoch 2755/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9772 - val_loss: 0.1957 - val_auc: 0.9739 - 546ms/epoch - 4ms/step
Epoch 2756/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9748 - val_loss: 0.2212 - val_auc: 0.9656 - 549ms/epoch - 4ms/step
Epoch 2757/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9774 - val_loss: 0.2049 - val_auc: 0.9691 - 590ms/epoch - 5ms/step
Epoch 2758/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9778 - val_loss: 0.2057 - val_auc: 0.9709 - 590ms/epoch - 5ms/step
Epoch 2759/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9771 - val_loss: 0.2369 - val_auc: 0.9676 - 595ms/epoch - 5ms/step
Epoch 2760/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9764 - val_loss: 0.2032 - val_auc: 0.9711 - 602ms/epoch - 5ms/step
Epoch 2761/5000
124/124 - 1s - loss: 0.2005 - auc: 0.9734 - val_loss: 0.2225 - val_auc: 0.9656 - 602ms/epoch - 5ms/step
Epoch 2762/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9740 - val_loss: 0.1989 - val_auc: 0.9707 - 596ms/epoch - 5ms/step
Epoch 2763/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9758 - val_loss: 0.2062 - val_auc: 0.9688 - 663ms/epoch - 5ms/step
Epoch 2764/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9743 - val_loss: 0.2083 - val_auc: 0.9690 - 616ms/epoch - 5ms/step
Epoch 2765/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9777 - val_loss: 0.2030 - val_auc: 0.9714 - 612ms/epoch - 5ms/step
Epoch 2766/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9766 - val_loss: 0.2138 - val_auc: 0.9694 - 679ms/epoch - 5ms/step
Epoch 2767/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9777 - val_loss: 0.2087 - val_auc: 0.9681 - 617ms/epoch - 5ms/step
Epoch 2768/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9786 - val_loss: 0.2170 - val_auc: 0.9626 - 665ms/epoch - 5ms/step
Epoch 2769/5000
124/124 - 1s - loss: 0.2003 - auc: 0.9728 - val_loss: 0.2073 - val_auc: 0.9670 - 629ms/epoch - 5ms/step
Epoch 2770/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9741 - val_loss: 0.2151 - val_auc: 0.9668 - 671ms/epoch - 5ms/step
Epoch 2771/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9770 - val_loss: 0.2113 - val_auc: 0.9679 - 612ms/epoch - 5ms/step
Epoch 2772/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9740 - val_loss: 0.2313 - val_auc: 0.9640 - 611ms/epoch - 5ms/step
Epoch 2773/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9763 - val_loss: 0.2031 - val_auc: 0.9695 - 604ms/epoch - 5ms/step
Epoch 2774/5000
124/124 - 1s - loss: 0.1839 - auc: 0.9783 - val_loss: 0.2224 - val_auc: 0.9698 - 598ms/epoch - 5ms/step
Epoch 2775/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9741 - val_loss: 0.1980 - val_auc: 0.9702 - 599ms/epoch - 5ms/step
Epoch 2776/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9743 - val_loss: 0.2090 - val_auc: 0.9700 - 608ms/epoch - 5ms/step
Epoch 2777/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9747 - val_loss: 0.2010 - val_auc: 0.9716 - 585ms/epoch - 5ms/step
Epoch 2778/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9748 - val_loss: 0.2070 - val_auc: 0.9705 - 604ms/epoch - 5ms/step
Epoch 2779/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9752 - val_loss: 0.2103 - val_auc: 0.9679 - 649ms/epoch - 5ms/step
Epoch 2780/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9750 - val_loss: 0.2087 - val_auc: 0.9714 - 600ms/epoch - 5ms/step
Epoch 2781/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9745 - val_loss: 0.2087 - val_auc: 0.9666 - 595ms/epoch - 5ms/step
Epoch 2782/5000
124/124 - 1s - loss: 0.1978 - auc: 0.9737 - val_loss: 0.2022 - val_auc: 0.9692 - 600ms/epoch - 5ms/step
Epoch 2783/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9768 - val_loss: 0.2083 - val_auc: 0.9698 - 610ms/epoch - 5ms/step
Epoch 2784/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9772 - val_loss: 0.2007 - val_auc: 0.9715 - 601ms/epoch - 5ms/step
Epoch 2785/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9776 - val_loss: 0.2161 - val_auc: 0.9697 - 605ms/epoch - 5ms/step
Epoch 2786/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9781 - val_loss: 0.2431 - val_auc: 0.9647 - 603ms/epoch - 5ms/step
Epoch 2787/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9766 - val_loss: 0.2195 - val_auc: 0.9659 - 591ms/epoch - 5ms/step
Epoch 2788/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9770 - val_loss: 0.2131 - val_auc: 0.9662 - 595ms/epoch - 5ms/step
Epoch 2789/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9775 - val_loss: 0.2193 - val_auc: 0.9683 - 599ms/epoch - 5ms/step
Epoch 2790/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9767 - val_loss: 0.2020 - val_auc: 0.9710 - 592ms/epoch - 5ms/step
Epoch 2791/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9756 - val_loss: 0.2355 - val_auc: 0.9660 - 601ms/epoch - 5ms/step
Epoch 2792/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9753 - val_loss: 0.1983 - val_auc: 0.9724 - 594ms/epoch - 5ms/step
Epoch 2793/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9756 - val_loss: 0.2067 - val_auc: 0.9697 - 601ms/epoch - 5ms/step
Epoch 2794/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9755 - val_loss: 0.2139 - val_auc: 0.9671 - 616ms/epoch - 5ms/step
Epoch 2795/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9759 - val_loss: 0.2189 - val_auc: 0.9703 - 664ms/epoch - 5ms/step
Epoch 2796/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9749 - val_loss: 0.2048 - val_auc: 0.9673 - 628ms/epoch - 5ms/step
Epoch 2797/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9776 - val_loss: 0.3209 - val_auc: 0.9682 - 674ms/epoch - 5ms/step
Epoch 2798/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9729 - val_loss: 0.2166 - val_auc: 0.9669 - 628ms/epoch - 5ms/step
Epoch 2799/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9767 - val_loss: 0.1963 - val_auc: 0.9722 - 704ms/epoch - 6ms/step
Epoch 2800/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9750 - val_loss: 0.2021 - val_auc: 0.9716 - 660ms/epoch - 5ms/step
Epoch 2801/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9767 - val_loss: 0.2025 - val_auc: 0.9707 - 618ms/epoch - 5ms/step
Epoch 2802/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9759 - val_loss: 0.2068 - val_auc: 0.9719 - 605ms/epoch - 5ms/step
Epoch 2803/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9759 - val_loss: 0.1962 - val_auc: 0.9717 - 667ms/epoch - 5ms/step
Epoch 2804/5000
124/124 - 1s - loss: 0.2002 - auc: 0.9724 - val_loss: 0.2101 - val_auc: 0.9709 - 602ms/epoch - 5ms/step
Epoch 2805/5000
124/124 - 1s - loss: 0.2046 - auc: 0.9730 - val_loss: 0.2245 - val_auc: 0.9666 - 597ms/epoch - 5ms/step
Epoch 2806/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9767 - val_loss: 0.2138 - val_auc: 0.9700 - 609ms/epoch - 5ms/step
Epoch 2807/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9738 - val_loss: 0.2038 - val_auc: 0.9693 - 606ms/epoch - 5ms/step
Epoch 2808/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9763 - val_loss: 0.2014 - val_auc: 0.9723 - 604ms/epoch - 5ms/step
Epoch 2809/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9784 - val_loss: 0.2099 - val_auc: 0.9700 - 596ms/epoch - 5ms/step
Epoch 2810/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9756 - val_loss: 0.2138 - val_auc: 0.9652 - 602ms/epoch - 5ms/step
Epoch 2811/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9759 - val_loss: 0.2137 - val_auc: 0.9670 - 666ms/epoch - 5ms/step
Epoch 2812/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9763 - val_loss: 0.2139 - val_auc: 0.9698 - 605ms/epoch - 5ms/step
Epoch 2813/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9780 - val_loss: 0.1961 - val_auc: 0.9726 - 598ms/epoch - 5ms/step
Epoch 2814/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9780 - val_loss: 0.2223 - val_auc: 0.9635 - 591ms/epoch - 5ms/step
Epoch 2815/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9748 - val_loss: 0.2468 - val_auc: 0.9650 - 604ms/epoch - 5ms/step
Epoch 2816/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9756 - val_loss: 0.2046 - val_auc: 0.9725 - 604ms/epoch - 5ms/step
Epoch 2817/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9785 - val_loss: 0.1967 - val_auc: 0.9706 - 595ms/epoch - 5ms/step
Epoch 2818/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9773 - val_loss: 0.2017 - val_auc: 0.9700 - 610ms/epoch - 5ms/step
Epoch 2819/5000
124/124 - 1s - loss: 0.1998 - auc: 0.9739 - val_loss: 0.2025 - val_auc: 0.9687 - 598ms/epoch - 5ms/step
Epoch 2820/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9763 - val_loss: 0.2024 - val_auc: 0.9699 - 596ms/epoch - 5ms/step
Epoch 2821/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9745 - val_loss: 0.2048 - val_auc: 0.9689 - 602ms/epoch - 5ms/step
Epoch 2822/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9761 - val_loss: 0.2044 - val_auc: 0.9692 - 600ms/epoch - 5ms/step
Epoch 2823/5000
124/124 - 1s - loss: 0.2157 - auc: 0.9692 - val_loss: 0.2177 - val_auc: 0.9700 - 664ms/epoch - 5ms/step
Epoch 2824/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9737 - val_loss: 0.2044 - val_auc: 0.9720 - 603ms/epoch - 5ms/step
Epoch 2825/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9754 - val_loss: 0.2347 - val_auc: 0.9718 - 630ms/epoch - 5ms/step
Epoch 2826/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9739 - val_loss: 0.2031 - val_auc: 0.9694 - 677ms/epoch - 5ms/step
Epoch 2827/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9760 - val_loss: 0.2035 - val_auc: 0.9723 - 904ms/epoch - 7ms/step
Epoch 2828/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9765 - val_loss: 0.2033 - val_auc: 0.9690 - 775ms/epoch - 6ms/step
Epoch 2829/5000
124/124 - 1s - loss: 0.1990 - auc: 0.9734 - val_loss: 0.2193 - val_auc: 0.9672 - 591ms/epoch - 5ms/step
Epoch 2830/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9758 - val_loss: 0.2079 - val_auc: 0.9682 - 535ms/epoch - 4ms/step
Epoch 2831/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9763 - val_loss: 0.2146 - val_auc: 0.9639 - 602ms/epoch - 5ms/step
Epoch 2832/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9754 - val_loss: 0.1950 - val_auc: 0.9745 - 598ms/epoch - 5ms/step
Epoch 2833/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9755 - val_loss: 0.1924 - val_auc: 0.9724 - 600ms/epoch - 5ms/step
Epoch 2834/5000
124/124 - 1s - loss: 0.1852 - auc: 0.9774 - val_loss: 0.1974 - val_auc: 0.9705 - 659ms/epoch - 5ms/step
Epoch 2835/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9735 - val_loss: 0.2063 - val_auc: 0.9706 - 602ms/epoch - 5ms/step
Epoch 2836/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9755 - val_loss: 0.2072 - val_auc: 0.9680 - 598ms/epoch - 5ms/step
Epoch 2837/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9739 - val_loss: 0.1956 - val_auc: 0.9714 - 597ms/epoch - 5ms/step
Epoch 2838/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9781 - val_loss: 0.2133 - val_auc: 0.9678 - 595ms/epoch - 5ms/step
Epoch 2839/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9765 - val_loss: 0.2138 - val_auc: 0.9675 - 602ms/epoch - 5ms/step
Epoch 2840/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9759 - val_loss: 0.1969 - val_auc: 0.9710 - 595ms/epoch - 5ms/step
Epoch 2841/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9780 - val_loss: 0.1992 - val_auc: 0.9708 - 594ms/epoch - 5ms/step
Epoch 2842/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9768 - val_loss: 0.1988 - val_auc: 0.9680 - 604ms/epoch - 5ms/step
Epoch 2843/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9765 - val_loss: 0.2116 - val_auc: 0.9656 - 601ms/epoch - 5ms/step
Epoch 2844/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9750 - val_loss: 0.2104 - val_auc: 0.9709 - 594ms/epoch - 5ms/step
Epoch 2845/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9748 - val_loss: 0.2161 - val_auc: 0.9662 - 598ms/epoch - 5ms/step
Epoch 2846/5000
124/124 - 1s - loss: 0.1990 - auc: 0.9733 - val_loss: 0.2024 - val_auc: 0.9682 - 600ms/epoch - 5ms/step
Epoch 2847/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9746 - val_loss: 0.2138 - val_auc: 0.9682 - 600ms/epoch - 5ms/step
Epoch 2848/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9751 - val_loss: 0.2340 - val_auc: 0.9643 - 593ms/epoch - 5ms/step
Epoch 2849/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9743 - val_loss: 0.2096 - val_auc: 0.9684 - 589ms/epoch - 5ms/step
Epoch 2850/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9750 - val_loss: 0.2044 - val_auc: 0.9708 - 609ms/epoch - 5ms/step
Epoch 2851/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9772 - val_loss: 0.2239 - val_auc: 0.9666 - 601ms/epoch - 5ms/step
Epoch 2852/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9769 - val_loss: 0.2046 - val_auc: 0.9688 - 600ms/epoch - 5ms/step
Epoch 2853/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9739 - val_loss: 0.2048 - val_auc: 0.9669 - 590ms/epoch - 5ms/step
Epoch 2854/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9760 - val_loss: 0.2052 - val_auc: 0.9695 - 595ms/epoch - 5ms/step
Epoch 2855/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9772 - val_loss: 0.2153 - val_auc: 0.9684 - 534ms/epoch - 4ms/step
Epoch 2856/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9761 - val_loss: 0.2019 - val_auc: 0.9702 - 556ms/epoch - 4ms/step
Epoch 2857/5000
124/124 - 1s - loss: 0.1822 - auc: 0.9781 - val_loss: 0.2024 - val_auc: 0.9696 - 550ms/epoch - 4ms/step
Epoch 2858/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9791 - val_loss: 0.2402 - val_auc: 0.9600 - 596ms/epoch - 5ms/step
Epoch 2859/5000
124/124 - 1s - loss: 0.2010 - auc: 0.9736 - val_loss: 0.2276 - val_auc: 0.9638 - 597ms/epoch - 5ms/step
Epoch 2860/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9760 - val_loss: 0.2029 - val_auc: 0.9696 - 603ms/epoch - 5ms/step
Epoch 2861/5000
124/124 - 1s - loss: 0.1817 - auc: 0.9790 - val_loss: 0.2078 - val_auc: 0.9705 - 612ms/epoch - 5ms/step
Epoch 2862/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9744 - val_loss: 0.2512 - val_auc: 0.9665 - 607ms/epoch - 5ms/step
Epoch 2863/5000
124/124 - 1s - loss: 0.1953 - auc: 0.9742 - val_loss: 0.2142 - val_auc: 0.9662 - 608ms/epoch - 5ms/step
Epoch 2864/5000
124/124 - 1s - loss: 0.1961 - auc: 0.9752 - val_loss: 0.2131 - val_auc: 0.9721 - 672ms/epoch - 5ms/step
Epoch 2865/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9733 - val_loss: 0.2020 - val_auc: 0.9708 - 618ms/epoch - 5ms/step
Epoch 2866/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9775 - val_loss: 0.2054 - val_auc: 0.9685 - 672ms/epoch - 5ms/step
Epoch 2867/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9758 - val_loss: 0.2334 - val_auc: 0.9611 - 626ms/epoch - 5ms/step
Epoch 2868/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9772 - val_loss: 0.2013 - val_auc: 0.9697 - 675ms/epoch - 5ms/step
Epoch 2869/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9765 - val_loss: 0.2408 - val_auc: 0.9664 - 606ms/epoch - 5ms/step
Epoch 2870/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9755 - val_loss: 0.2127 - val_auc: 0.9672 - 612ms/epoch - 5ms/step
Epoch 2871/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9743 - val_loss: 0.1979 - val_auc: 0.9695 - 608ms/epoch - 5ms/step
Epoch 2872/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9744 - val_loss: 0.1954 - val_auc: 0.9699 - 656ms/epoch - 5ms/step
Epoch 2873/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9769 - val_loss: 0.2198 - val_auc: 0.9681 - 607ms/epoch - 5ms/step
Epoch 2874/5000
124/124 - 1s - loss: 0.2054 - auc: 0.9716 - val_loss: 0.1972 - val_auc: 0.9716 - 595ms/epoch - 5ms/step
Epoch 2875/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9758 - val_loss: 0.2051 - val_auc: 0.9699 - 600ms/epoch - 5ms/step
Epoch 2876/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9761 - val_loss: 0.2614 - val_auc: 0.9682 - 598ms/epoch - 5ms/step
Epoch 2877/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9768 - val_loss: 0.2159 - val_auc: 0.9676 - 598ms/epoch - 5ms/step
Epoch 2878/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9738 - val_loss: 0.2099 - val_auc: 0.9705 - 605ms/epoch - 5ms/step
Epoch 2879/5000
124/124 - 1s - loss: 0.1988 - auc: 0.9733 - val_loss: 0.2133 - val_auc: 0.9707 - 602ms/epoch - 5ms/step
Epoch 2880/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9768 - val_loss: 0.2220 - val_auc: 0.9679 - 613ms/epoch - 5ms/step
Epoch 2881/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9736 - val_loss: 0.1905 - val_auc: 0.9726 - 605ms/epoch - 5ms/step
Epoch 2882/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9744 - val_loss: 0.2141 - val_auc: 0.9702 - 654ms/epoch - 5ms/step
Epoch 2883/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9758 - val_loss: 0.2347 - val_auc: 0.9740 - 609ms/epoch - 5ms/step
Epoch 2884/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9775 - val_loss: 0.2121 - val_auc: 0.9684 - 603ms/epoch - 5ms/step
Epoch 2885/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9754 - val_loss: 0.1925 - val_auc: 0.9720 - 594ms/epoch - 5ms/step
Epoch 2886/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9764 - val_loss: 0.2038 - val_auc: 0.9699 - 599ms/epoch - 5ms/step
Epoch 2887/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9739 - val_loss: 0.2039 - val_auc: 0.9722 - 593ms/epoch - 5ms/step
Epoch 2888/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9739 - val_loss: 0.2142 - val_auc: 0.9701 - 591ms/epoch - 5ms/step
Epoch 2889/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9742 - val_loss: 0.1946 - val_auc: 0.9717 - 602ms/epoch - 5ms/step
Epoch 2890/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9747 - val_loss: 0.1955 - val_auc: 0.9729 - 597ms/epoch - 5ms/step
Epoch 2891/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9778 - val_loss: 0.1977 - val_auc: 0.9699 - 607ms/epoch - 5ms/step
Epoch 2892/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9764 - val_loss: 0.2034 - val_auc: 0.9671 - 601ms/epoch - 5ms/step
Epoch 2893/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9761 - val_loss: 0.2059 - val_auc: 0.9704 - 609ms/epoch - 5ms/step
Epoch 2894/5000
124/124 - 1s - loss: 0.1932 - auc: 0.9746 - val_loss: 0.1943 - val_auc: 0.9715 - 605ms/epoch - 5ms/step
Epoch 2895/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9759 - val_loss: 0.2316 - val_auc: 0.9666 - 608ms/epoch - 5ms/step
Epoch 2896/5000
124/124 - 1s - loss: 0.1952 - auc: 0.9746 - val_loss: 0.2125 - val_auc: 0.9687 - 660ms/epoch - 5ms/step
Epoch 2897/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9753 - val_loss: 0.2016 - val_auc: 0.9696 - 613ms/epoch - 5ms/step
Epoch 2898/5000
124/124 - 1s - loss: 0.2021 - auc: 0.9725 - val_loss: 0.1945 - val_auc: 0.9728 - 594ms/epoch - 5ms/step
Epoch 2899/5000
124/124 - 1s - loss: 0.1992 - auc: 0.9729 - val_loss: 0.2163 - val_auc: 0.9728 - 611ms/epoch - 5ms/step
Epoch 2900/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9773 - val_loss: 0.1992 - val_auc: 0.9703 - 595ms/epoch - 5ms/step
Epoch 2901/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9761 - val_loss: 0.1995 - val_auc: 0.9719 - 593ms/epoch - 5ms/step
Epoch 2902/5000
124/124 - 1s - loss: 0.2049 - auc: 0.9728 - val_loss: 0.2062 - val_auc: 0.9693 - 597ms/epoch - 5ms/step
Epoch 2903/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9755 - val_loss: 0.1954 - val_auc: 0.9738 - 593ms/epoch - 5ms/step
Epoch 2904/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9770 - val_loss: 0.2052 - val_auc: 0.9676 - 593ms/epoch - 5ms/step
Epoch 2905/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9760 - val_loss: 0.2303 - val_auc: 0.9731 - 596ms/epoch - 5ms/step
Epoch 2906/5000
124/124 - 1s - loss: 0.1899 - auc: 0.9756 - val_loss: 0.1921 - val_auc: 0.9726 - 596ms/epoch - 5ms/step
Epoch 2907/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9775 - val_loss: 0.2079 - val_auc: 0.9688 - 599ms/epoch - 5ms/step
Epoch 2908/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9756 - val_loss: 0.1995 - val_auc: 0.9739 - 600ms/epoch - 5ms/step
Epoch 2909/5000
124/124 - 1s - loss: 0.2071 - auc: 0.9704 - val_loss: 0.2251 - val_auc: 0.9653 - 597ms/epoch - 5ms/step
Epoch 2910/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9762 - val_loss: 0.2307 - val_auc: 0.9709 - 598ms/epoch - 5ms/step
Epoch 2911/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9758 - val_loss: 0.2080 - val_auc: 0.9725 - 599ms/epoch - 5ms/step
Epoch 2912/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9782 - val_loss: 0.1984 - val_auc: 0.9700 - 597ms/epoch - 5ms/step
Epoch 2913/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9762 - val_loss: 0.2192 - val_auc: 0.9687 - 610ms/epoch - 5ms/step
Epoch 2914/5000
124/124 - 1s - loss: 0.1998 - auc: 0.9730 - val_loss: 0.2013 - val_auc: 0.9718 - 593ms/epoch - 5ms/step
Epoch 2915/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9738 - val_loss: 0.1934 - val_auc: 0.9730 - 599ms/epoch - 5ms/step
Epoch 2916/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9762 - val_loss: 0.2027 - val_auc: 0.9696 - 609ms/epoch - 5ms/step
Epoch 2917/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9762 - val_loss: 0.2004 - val_auc: 0.9729 - 602ms/epoch - 5ms/step
Epoch 2918/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9783 - val_loss: 0.2000 - val_auc: 0.9687 - 592ms/epoch - 5ms/step
Epoch 2919/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9764 - val_loss: 0.2426 - val_auc: 0.9739 - 599ms/epoch - 5ms/step
Epoch 2920/5000
124/124 - 1s - loss: 0.1996 - auc: 0.9731 - val_loss: 0.2024 - val_auc: 0.9712 - 598ms/epoch - 5ms/step
Epoch 2921/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9744 - val_loss: 0.1963 - val_auc: 0.9706 - 596ms/epoch - 5ms/step
Epoch 2922/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9740 - val_loss: 0.2037 - val_auc: 0.9693 - 609ms/epoch - 5ms/step
Epoch 2923/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9748 - val_loss: 0.2031 - val_auc: 0.9683 - 552ms/epoch - 4ms/step
Epoch 2924/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9775 - val_loss: 0.1962 - val_auc: 0.9713 - 609ms/epoch - 5ms/step
Epoch 2925/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9751 - val_loss: 0.2055 - val_auc: 0.9718 - 602ms/epoch - 5ms/step
Epoch 2926/5000
124/124 - 1s - loss: 0.2118 - auc: 0.9693 - val_loss: 0.1953 - val_auc: 0.9731 - 604ms/epoch - 5ms/step
Epoch 2927/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9763 - val_loss: 0.1953 - val_auc: 0.9712 - 609ms/epoch - 5ms/step
Epoch 2928/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9768 - val_loss: 0.1938 - val_auc: 0.9721 - 596ms/epoch - 5ms/step
Epoch 2929/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9758 - val_loss: 0.2119 - val_auc: 0.9672 - 600ms/epoch - 5ms/step
Epoch 2930/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9757 - val_loss: 0.2299 - val_auc: 0.9686 - 601ms/epoch - 5ms/step
Epoch 2931/5000
124/124 - 1s - loss: 0.2061 - auc: 0.9724 - val_loss: 0.2164 - val_auc: 0.9711 - 595ms/epoch - 5ms/step
Epoch 2932/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9754 - val_loss: 0.2110 - val_auc: 0.9659 - 606ms/epoch - 5ms/step
Epoch 2933/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9744 - val_loss: 0.1921 - val_auc: 0.9764 - 603ms/epoch - 5ms/step
Epoch 2934/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9779 - val_loss: 0.2002 - val_auc: 0.9676 - 601ms/epoch - 5ms/step
Epoch 2935/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9760 - val_loss: 0.1964 - val_auc: 0.9695 - 552ms/epoch - 4ms/step
Epoch 2936/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9760 - val_loss: 0.2101 - val_auc: 0.9720 - 585ms/epoch - 5ms/step
Epoch 2937/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9762 - val_loss: 0.2101 - val_auc: 0.9658 - 596ms/epoch - 5ms/step
Epoch 2938/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9747 - val_loss: 0.2287 - val_auc: 0.9661 - 596ms/epoch - 5ms/step
Epoch 2939/5000
124/124 - 1s - loss: 0.2057 - auc: 0.9710 - val_loss: 0.1979 - val_auc: 0.9711 - 598ms/epoch - 5ms/step
Epoch 2940/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9742 - val_loss: 0.2044 - val_auc: 0.9700 - 596ms/epoch - 5ms/step
Epoch 2941/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9776 - val_loss: 0.2088 - val_auc: 0.9676 - 602ms/epoch - 5ms/step
Epoch 2942/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9747 - val_loss: 0.2167 - val_auc: 0.9717 - 607ms/epoch - 5ms/step
Epoch 2943/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9752 - val_loss: 0.1914 - val_auc: 0.9726 - 604ms/epoch - 5ms/step
Epoch 2944/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9741 - val_loss: 0.1911 - val_auc: 0.9723 - 600ms/epoch - 5ms/step
Epoch 2945/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9744 - val_loss: 0.1993 - val_auc: 0.9716 - 596ms/epoch - 5ms/step
Epoch 2946/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9750 - val_loss: 0.2083 - val_auc: 0.9677 - 602ms/epoch - 5ms/step
Epoch 2947/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9770 - val_loss: 0.1997 - val_auc: 0.9715 - 602ms/epoch - 5ms/step
Epoch 2948/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9772 - val_loss: 0.2147 - val_auc: 0.9731 - 599ms/epoch - 5ms/step
Epoch 2949/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9743 - val_loss: 0.2142 - val_auc: 0.9725 - 609ms/epoch - 5ms/step
Epoch 2950/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9763 - val_loss: 0.2261 - val_auc: 0.9686 - 599ms/epoch - 5ms/step
Epoch 2951/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9769 - val_loss: 0.2282 - val_auc: 0.9691 - 600ms/epoch - 5ms/step
Epoch 2952/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9759 - val_loss: 0.2010 - val_auc: 0.9708 - 598ms/epoch - 5ms/step
Epoch 2953/5000
124/124 - 1s - loss: 0.1989 - auc: 0.9740 - val_loss: 0.2035 - val_auc: 0.9722 - 607ms/epoch - 5ms/step
Epoch 2954/5000
124/124 - 1s - loss: 0.2010 - auc: 0.9729 - val_loss: 0.2025 - val_auc: 0.9719 - 605ms/epoch - 5ms/step
Epoch 2955/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9760 - val_loss: 0.1983 - val_auc: 0.9709 - 601ms/epoch - 5ms/step
Epoch 2956/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9756 - val_loss: 0.2126 - val_auc: 0.9664 - 598ms/epoch - 5ms/step
Epoch 2957/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9769 - val_loss: 0.1905 - val_auc: 0.9749 - 650ms/epoch - 5ms/step
Epoch 2958/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9774 - val_loss: 0.1973 - val_auc: 0.9695 - 606ms/epoch - 5ms/step
Epoch 2959/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9758 - val_loss: 0.2088 - val_auc: 0.9683 - 606ms/epoch - 5ms/step
Epoch 2960/5000
124/124 - 1s - loss: 0.1965 - auc: 0.9741 - val_loss: 0.2087 - val_auc: 0.9693 - 603ms/epoch - 5ms/step
Epoch 2961/5000
124/124 - 1s - loss: 0.2055 - auc: 0.9715 - val_loss: 0.2351 - val_auc: 0.9644 - 612ms/epoch - 5ms/step
Epoch 2962/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9754 - val_loss: 0.2184 - val_auc: 0.9724 - 663ms/epoch - 5ms/step
Epoch 2963/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9753 - val_loss: 0.1926 - val_auc: 0.9741 - 613ms/epoch - 5ms/step
Epoch 2964/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9756 - val_loss: 0.2297 - val_auc: 0.9712 - 608ms/epoch - 5ms/step
Epoch 2965/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9745 - val_loss: 0.2358 - val_auc: 0.9655 - 678ms/epoch - 5ms/step
Epoch 2966/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9767 - val_loss: 0.1959 - val_auc: 0.9728 - 622ms/epoch - 5ms/step
Epoch 2967/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9759 - val_loss: 0.2006 - val_auc: 0.9712 - 665ms/epoch - 5ms/step
Epoch 2968/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9762 - val_loss: 0.2021 - val_auc: 0.9712 - 609ms/epoch - 5ms/step
Epoch 2969/5000
124/124 - 1s - loss: 0.2023 - auc: 0.9732 - val_loss: 0.2045 - val_auc: 0.9679 - 609ms/epoch - 5ms/step
Epoch 2970/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9756 - val_loss: 0.2496 - val_auc: 0.9639 - 612ms/epoch - 5ms/step
Epoch 2971/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9747 - val_loss: 0.2145 - val_auc: 0.9693 - 674ms/epoch - 5ms/step
Epoch 2972/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9777 - val_loss: 0.1983 - val_auc: 0.9707 - 623ms/epoch - 5ms/step
Epoch 2973/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9762 - val_loss: 0.2049 - val_auc: 0.9690 - 668ms/epoch - 5ms/step
Epoch 2974/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9747 - val_loss: 0.2091 - val_auc: 0.9654 - 611ms/epoch - 5ms/step
Epoch 2975/5000
124/124 - 1s - loss: 0.2024 - auc: 0.9723 - val_loss: 0.2149 - val_auc: 0.9673 - 608ms/epoch - 5ms/step
Epoch 2976/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9739 - val_loss: 0.1995 - val_auc: 0.9707 - 667ms/epoch - 5ms/step
Epoch 2977/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9761 - val_loss: 0.2079 - val_auc: 0.9688 - 610ms/epoch - 5ms/step
Epoch 2978/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9764 - val_loss: 0.2088 - val_auc: 0.9722 - 611ms/epoch - 5ms/step
Epoch 2979/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9751 - val_loss: 0.2505 - val_auc: 0.9665 - 666ms/epoch - 5ms/step
Epoch 2980/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9741 - val_loss: 0.2017 - val_auc: 0.9693 - 597ms/epoch - 5ms/step
Epoch 2981/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9765 - val_loss: 0.2549 - val_auc: 0.9704 - 610ms/epoch - 5ms/step
Epoch 2982/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9768 - val_loss: 0.2069 - val_auc: 0.9683 - 605ms/epoch - 5ms/step
Epoch 2983/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9767 - val_loss: 0.2475 - val_auc: 0.9725 - 600ms/epoch - 5ms/step
Epoch 2984/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9769 - val_loss: 0.1942 - val_auc: 0.9709 - 593ms/epoch - 5ms/step
Epoch 2985/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9751 - val_loss: 0.2084 - val_auc: 0.9718 - 590ms/epoch - 5ms/step
Epoch 2986/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9761 - val_loss: 0.2142 - val_auc: 0.9681 - 592ms/epoch - 5ms/step
Epoch 2987/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9753 - val_loss: 0.1987 - val_auc: 0.9731 - 542ms/epoch - 4ms/step
Epoch 2988/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9764 - val_loss: 0.1992 - val_auc: 0.9698 - 591ms/epoch - 5ms/step
Epoch 2989/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9734 - val_loss: 0.2099 - val_auc: 0.9695 - 655ms/epoch - 5ms/step
Epoch 2990/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9761 - val_loss: 0.2471 - val_auc: 0.9654 - 550ms/epoch - 4ms/step
Epoch 2991/5000
124/124 - 1s - loss: 0.2038 - auc: 0.9717 - val_loss: 0.2052 - val_auc: 0.9681 - 604ms/epoch - 5ms/step
Epoch 2992/5000
124/124 - 1s - loss: 0.1992 - auc: 0.9724 - val_loss: 0.2359 - val_auc: 0.9585 - 608ms/epoch - 5ms/step
Epoch 2993/5000
124/124 - 1s - loss: 0.1988 - auc: 0.9729 - val_loss: 0.2571 - val_auc: 0.9673 - 605ms/epoch - 5ms/step
Epoch 2994/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9748 - val_loss: 0.1999 - val_auc: 0.9725 - 612ms/epoch - 5ms/step
Epoch 2995/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9768 - val_loss: 0.1933 - val_auc: 0.9738 - 663ms/epoch - 5ms/step
Epoch 2996/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9744 - val_loss: 0.2028 - val_auc: 0.9700 - 599ms/epoch - 5ms/step
Epoch 2997/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9759 - val_loss: 0.1985 - val_auc: 0.9744 - 609ms/epoch - 5ms/step
Epoch 2998/5000
124/124 - 1s - loss: 0.1840 - auc: 0.9785 - val_loss: 0.2128 - val_auc: 0.9665 - 607ms/epoch - 5ms/step
Epoch 2999/5000
124/124 - 1s - loss: 0.2016 - auc: 0.9737 - val_loss: 0.1968 - val_auc: 0.9694 - 593ms/epoch - 5ms/step
Epoch 3000/5000
124/124 - 1s - loss: 0.2010 - auc: 0.9724 - val_loss: 0.2032 - val_auc: 0.9681 - 594ms/epoch - 5ms/step
Epoch 3001/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9762 - val_loss: 0.2002 - val_auc: 0.9693 - 599ms/epoch - 5ms/step
Epoch 3002/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9767 - val_loss: 0.2022 - val_auc: 0.9723 - 615ms/epoch - 5ms/step
Epoch 3003/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9765 - val_loss: 0.2263 - val_auc: 0.9658 - 579ms/epoch - 5ms/step
Epoch 3004/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9753 - val_loss: 0.2376 - val_auc: 0.9693 - 586ms/epoch - 5ms/step
Epoch 3005/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9763 - val_loss: 0.2155 - val_auc: 0.9688 - 599ms/epoch - 5ms/step
Epoch 3006/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9781 - val_loss: 0.1913 - val_auc: 0.9727 - 599ms/epoch - 5ms/step
Epoch 3007/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9751 - val_loss: 0.2059 - val_auc: 0.9702 - 602ms/epoch - 5ms/step
Epoch 3008/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9738 - val_loss: 0.1996 - val_auc: 0.9724 - 610ms/epoch - 5ms/step
Epoch 3009/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9763 - val_loss: 0.1923 - val_auc: 0.9729 - 600ms/epoch - 5ms/step
Epoch 3010/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9758 - val_loss: 0.2022 - val_auc: 0.9695 - 598ms/epoch - 5ms/step
Epoch 3011/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9755 - val_loss: 0.2254 - val_auc: 0.9712 - 594ms/epoch - 5ms/step
Epoch 3012/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9766 - val_loss: 0.2116 - val_auc: 0.9686 - 607ms/epoch - 5ms/step
Epoch 3013/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9760 - val_loss: 0.2122 - val_auc: 0.9684 - 606ms/epoch - 5ms/step
Epoch 3014/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9784 - val_loss: 0.2042 - val_auc: 0.9692 - 674ms/epoch - 5ms/step
Epoch 3015/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9765 - val_loss: 0.1983 - val_auc: 0.9712 - 608ms/epoch - 5ms/step
Epoch 3016/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9777 - val_loss: 0.1941 - val_auc: 0.9707 - 601ms/epoch - 5ms/step
Epoch 3017/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9783 - val_loss: 0.2040 - val_auc: 0.9681 - 604ms/epoch - 5ms/step
Epoch 3018/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9728 - val_loss: 0.1978 - val_auc: 0.9724 - 597ms/epoch - 5ms/step
Epoch 3019/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9732 - val_loss: 0.1975 - val_auc: 0.9716 - 610ms/epoch - 5ms/step
Epoch 3020/5000
124/124 - 1s - loss: 0.1965 - auc: 0.9747 - val_loss: 0.2056 - val_auc: 0.9694 - 660ms/epoch - 5ms/step
Epoch 3021/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9735 - val_loss: 0.1939 - val_auc: 0.9724 - 642ms/epoch - 5ms/step
Epoch 3022/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9778 - val_loss: 0.2014 - val_auc: 0.9702 - 703ms/epoch - 6ms/step
Epoch 3023/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9764 - val_loss: 0.2040 - val_auc: 0.9675 - 801ms/epoch - 6ms/step
Epoch 3024/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9758 - val_loss: 0.2021 - val_auc: 0.9692 - 727ms/epoch - 6ms/step
Epoch 3025/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9760 - val_loss: 0.2140 - val_auc: 0.9691 - 598ms/epoch - 5ms/step
Epoch 3026/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9747 - val_loss: 0.1994 - val_auc: 0.9713 - 595ms/epoch - 5ms/step
Epoch 3027/5000
124/124 - 1s - loss: 0.2026 - auc: 0.9722 - val_loss: 0.2608 - val_auc: 0.9676 - 603ms/epoch - 5ms/step
Epoch 3028/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9753 - val_loss: 0.2252 - val_auc: 0.9694 - 599ms/epoch - 5ms/step
Epoch 3029/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9765 - val_loss: 0.2310 - val_auc: 0.9706 - 660ms/epoch - 5ms/step
Epoch 3030/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9767 - val_loss: 0.1914 - val_auc: 0.9716 - 602ms/epoch - 5ms/step
Epoch 3031/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9767 - val_loss: 0.2038 - val_auc: 0.9693 - 600ms/epoch - 5ms/step
Epoch 3032/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9751 - val_loss: 0.2115 - val_auc: 0.9687 - 597ms/epoch - 5ms/step
Epoch 3033/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9771 - val_loss: 0.2043 - val_auc: 0.9706 - 601ms/epoch - 5ms/step
Epoch 3034/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9751 - val_loss: 0.2032 - val_auc: 0.9713 - 604ms/epoch - 5ms/step
Epoch 3035/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9724 - val_loss: 0.2181 - val_auc: 0.9698 - 597ms/epoch - 5ms/step
Epoch 3036/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9752 - val_loss: 0.2061 - val_auc: 0.9741 - 598ms/epoch - 5ms/step
Epoch 3037/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9768 - val_loss: 0.2126 - val_auc: 0.9676 - 598ms/epoch - 5ms/step
Epoch 3038/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9755 - val_loss: 0.2102 - val_auc: 0.9657 - 598ms/epoch - 5ms/step
Epoch 3039/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9777 - val_loss: 0.1907 - val_auc: 0.9739 - 597ms/epoch - 5ms/step
Epoch 3040/5000
124/124 - 1s - loss: 0.1974 - auc: 0.9731 - val_loss: 0.2197 - val_auc: 0.9709 - 595ms/epoch - 5ms/step
Epoch 3041/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9740 - val_loss: 0.2087 - val_auc: 0.9665 - 599ms/epoch - 5ms/step
Epoch 3042/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9766 - val_loss: 0.2023 - val_auc: 0.9694 - 608ms/epoch - 5ms/step
Epoch 3043/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9764 - val_loss: 0.2012 - val_auc: 0.9686 - 600ms/epoch - 5ms/step
Epoch 3044/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9747 - val_loss: 0.1887 - val_auc: 0.9741 - 608ms/epoch - 5ms/step
Epoch 3045/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9740 - val_loss: 0.2194 - val_auc: 0.9702 - 659ms/epoch - 5ms/step
Epoch 3046/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9754 - val_loss: 0.1992 - val_auc: 0.9694 - 601ms/epoch - 5ms/step
Epoch 3047/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9750 - val_loss: 0.2386 - val_auc: 0.9663 - 600ms/epoch - 5ms/step
Epoch 3048/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9766 - val_loss: 0.2060 - val_auc: 0.9682 - 615ms/epoch - 5ms/step
Epoch 3049/5000
124/124 - 1s - loss: 0.1824 - auc: 0.9789 - val_loss: 0.2038 - val_auc: 0.9711 - 610ms/epoch - 5ms/step
Epoch 3050/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9782 - val_loss: 0.2095 - val_auc: 0.9671 - 662ms/epoch - 5ms/step
Epoch 3051/5000
124/124 - 1s - loss: 0.1990 - auc: 0.9733 - val_loss: 0.2022 - val_auc: 0.9724 - 618ms/epoch - 5ms/step
Epoch 3052/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9744 - val_loss: 0.2181 - val_auc: 0.9736 - 611ms/epoch - 5ms/step
Epoch 3053/5000
124/124 - 1s - loss: 0.2015 - auc: 0.9725 - val_loss: 0.2160 - val_auc: 0.9691 - 688ms/epoch - 6ms/step
Epoch 3054/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9745 - val_loss: 0.2261 - val_auc: 0.9729 - 674ms/epoch - 5ms/step
Epoch 3055/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9771 - val_loss: 0.2002 - val_auc: 0.9729 - 619ms/epoch - 5ms/step
Epoch 3056/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9777 - val_loss: 0.2118 - val_auc: 0.9678 - 680ms/epoch - 5ms/step
Epoch 3057/5000
124/124 - 1s - loss: 0.2002 - auc: 0.9721 - val_loss: 0.2041 - val_auc: 0.9723 - 623ms/epoch - 5ms/step
Epoch 3058/5000
124/124 - 1s - loss: 0.1827 - auc: 0.9785 - val_loss: 0.2081 - val_auc: 0.9685 - 687ms/epoch - 6ms/step
Epoch 3059/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9760 - val_loss: 0.2249 - val_auc: 0.9633 - 691ms/epoch - 6ms/step
Epoch 3060/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9767 - val_loss: 0.2029 - val_auc: 0.9696 - 681ms/epoch - 5ms/step
Epoch 3061/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9747 - val_loss: 0.2030 - val_auc: 0.9719 - 635ms/epoch - 5ms/step
Epoch 3062/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9745 - val_loss: 0.1968 - val_auc: 0.9736 - 673ms/epoch - 5ms/step
Epoch 3063/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9762 - val_loss: 0.2380 - val_auc: 0.9681 - 616ms/epoch - 5ms/step
Epoch 3064/5000
124/124 - 1s - loss: 0.2034 - auc: 0.9727 - val_loss: 0.2058 - val_auc: 0.9709 - 663ms/epoch - 5ms/step
Epoch 3065/5000
124/124 - 1s - loss: 0.1970 - auc: 0.9755 - val_loss: 0.1997 - val_auc: 0.9716 - 609ms/epoch - 5ms/step
Epoch 3066/5000
124/124 - 1s - loss: 0.2045 - auc: 0.9706 - val_loss: 0.2092 - val_auc: 0.9669 - 609ms/epoch - 5ms/step
Epoch 3067/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9755 - val_loss: 0.2055 - val_auc: 0.9701 - 605ms/epoch - 5ms/step
Epoch 3068/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9753 - val_loss: 0.2102 - val_auc: 0.9693 - 597ms/epoch - 5ms/step
Epoch 3069/5000
124/124 - 1s - loss: 0.2000 - auc: 0.9727 - val_loss: 0.2379 - val_auc: 0.9696 - 603ms/epoch - 5ms/step
Epoch 3070/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9752 - val_loss: 0.2034 - val_auc: 0.9709 - 601ms/epoch - 5ms/step
Epoch 3071/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9756 - val_loss: 0.1982 - val_auc: 0.9694 - 604ms/epoch - 5ms/step
Epoch 3072/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9769 - val_loss: 0.2097 - val_auc: 0.9659 - 600ms/epoch - 5ms/step
Epoch 3073/5000
124/124 - 1s - loss: 0.2089 - auc: 0.9706 - val_loss: 0.1971 - val_auc: 0.9727 - 599ms/epoch - 5ms/step
Epoch 3074/5000
124/124 - 1s - loss: 0.1945 - auc: 0.9754 - val_loss: 0.2199 - val_auc: 0.9711 - 656ms/epoch - 5ms/step
Epoch 3075/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9752 - val_loss: 0.2150 - val_auc: 0.9679 - 598ms/epoch - 5ms/step
Epoch 3076/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9772 - val_loss: 0.2269 - val_auc: 0.9649 - 589ms/epoch - 5ms/step
Epoch 3077/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9770 - val_loss: 0.1984 - val_auc: 0.9711 - 604ms/epoch - 5ms/step
Epoch 3078/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9769 - val_loss: 0.1934 - val_auc: 0.9717 - 600ms/epoch - 5ms/step
Epoch 3079/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9735 - val_loss: 0.2020 - val_auc: 0.9691 - 595ms/epoch - 5ms/step
Epoch 3080/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9759 - val_loss: 0.2180 - val_auc: 0.9693 - 594ms/epoch - 5ms/step
Epoch 3081/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9745 - val_loss: 0.2002 - val_auc: 0.9697 - 544ms/epoch - 4ms/step
Epoch 3082/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9784 - val_loss: 0.2122 - val_auc: 0.9651 - 591ms/epoch - 5ms/step
Epoch 3083/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9752 - val_loss: 0.1985 - val_auc: 0.9697 - 595ms/epoch - 5ms/step
Epoch 3084/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9732 - val_loss: 0.2321 - val_auc: 0.9638 - 594ms/epoch - 5ms/step
Epoch 3085/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9746 - val_loss: 0.2249 - val_auc: 0.9578 - 593ms/epoch - 5ms/step
Epoch 3086/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9754 - val_loss: 0.1913 - val_auc: 0.9737 - 593ms/epoch - 5ms/step
Epoch 3087/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9774 - val_loss: 0.2108 - val_auc: 0.9699 - 598ms/epoch - 5ms/step
Epoch 3088/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9756 - val_loss: 0.2139 - val_auc: 0.9673 - 604ms/epoch - 5ms/step
Epoch 3089/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9739 - val_loss: 0.2020 - val_auc: 0.9705 - 664ms/epoch - 5ms/step
Epoch 3090/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9748 - val_loss: 0.1987 - val_auc: 0.9712 - 611ms/epoch - 5ms/step
Epoch 3091/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9774 - val_loss: 0.2201 - val_auc: 0.9632 - 608ms/epoch - 5ms/step
Epoch 3092/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9750 - val_loss: 0.1933 - val_auc: 0.9712 - 615ms/epoch - 5ms/step
Epoch 3093/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9768 - val_loss: 0.2070 - val_auc: 0.9667 - 598ms/epoch - 5ms/step
Epoch 3094/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9764 - val_loss: 0.1989 - val_auc: 0.9670 - 661ms/epoch - 5ms/step
Epoch 3095/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9763 - val_loss: 0.2119 - val_auc: 0.9662 - 604ms/epoch - 5ms/step
Epoch 3096/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9746 - val_loss: 0.2082 - val_auc: 0.9658 - 600ms/epoch - 5ms/step
Epoch 3097/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9759 - val_loss: 0.2090 - val_auc: 0.9658 - 595ms/epoch - 5ms/step
Epoch 3098/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9755 - val_loss: 0.2144 - val_auc: 0.9706 - 599ms/epoch - 5ms/step
Epoch 3099/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9757 - val_loss: 0.2395 - val_auc: 0.9660 - 595ms/epoch - 5ms/step
Epoch 3100/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9760 - val_loss: 0.2022 - val_auc: 0.9690 - 596ms/epoch - 5ms/step
Epoch 3101/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9759 - val_loss: 0.2120 - val_auc: 0.9661 - 594ms/epoch - 5ms/step
Epoch 3102/5000
124/124 - 1s - loss: 0.1958 - auc: 0.9746 - val_loss: 0.2053 - val_auc: 0.9705 - 598ms/epoch - 5ms/step
Epoch 3103/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9753 - val_loss: 0.2116 - val_auc: 0.9684 - 603ms/epoch - 5ms/step
Epoch 3104/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9760 - val_loss: 0.2067 - val_auc: 0.9713 - 608ms/epoch - 5ms/step
Epoch 3105/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9768 - val_loss: 0.2097 - val_auc: 0.9714 - 598ms/epoch - 5ms/step
Epoch 3106/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9758 - val_loss: 0.2067 - val_auc: 0.9678 - 599ms/epoch - 5ms/step
Epoch 3107/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9751 - val_loss: 0.2046 - val_auc: 0.9692 - 588ms/epoch - 5ms/step
Epoch 3108/5000
124/124 - 1s - loss: 0.1982 - auc: 0.9748 - val_loss: 0.2141 - val_auc: 0.9687 - 598ms/epoch - 5ms/step
Epoch 3109/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9761 - val_loss: 0.2135 - val_auc: 0.9659 - 602ms/epoch - 5ms/step
Epoch 3110/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9765 - val_loss: 0.2003 - val_auc: 0.9713 - 607ms/epoch - 5ms/step
Epoch 3111/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9787 - val_loss: 0.2033 - val_auc: 0.9683 - 603ms/epoch - 5ms/step
Epoch 3112/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9774 - val_loss: 0.1978 - val_auc: 0.9702 - 602ms/epoch - 5ms/step
Epoch 3113/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9766 - val_loss: 0.2000 - val_auc: 0.9677 - 599ms/epoch - 5ms/step
Epoch 3114/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9780 - val_loss: 0.2030 - val_auc: 0.9714 - 593ms/epoch - 5ms/step
Epoch 3115/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9751 - val_loss: 0.2001 - val_auc: 0.9696 - 592ms/epoch - 5ms/step
Epoch 3116/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9771 - val_loss: 0.2109 - val_auc: 0.9679 - 613ms/epoch - 5ms/step
Epoch 3117/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9743 - val_loss: 0.2056 - val_auc: 0.9699 - 665ms/epoch - 5ms/step
Epoch 3118/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9743 - val_loss: 0.2143 - val_auc: 0.9694 - 602ms/epoch - 5ms/step
Epoch 3119/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9752 - val_loss: 0.2084 - val_auc: 0.9695 - 609ms/epoch - 5ms/step
Epoch 3120/5000
124/124 - 1s - loss: 0.1982 - auc: 0.9736 - val_loss: 0.2041 - val_auc: 0.9697 - 615ms/epoch - 5ms/step
Epoch 3121/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9769 - val_loss: 0.2247 - val_auc: 0.9593 - 597ms/epoch - 5ms/step
Epoch 3122/5000
124/124 - 1s - loss: 0.2049 - auc: 0.9716 - val_loss: 0.2130 - val_auc: 0.9677 - 659ms/epoch - 5ms/step
Epoch 3123/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9752 - val_loss: 0.2100 - val_auc: 0.9700 - 605ms/epoch - 5ms/step
Epoch 3124/5000
124/124 - 1s - loss: 0.2043 - auc: 0.9724 - val_loss: 0.2013 - val_auc: 0.9691 - 599ms/epoch - 5ms/step
Epoch 3125/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9760 - val_loss: 0.2092 - val_auc: 0.9697 - 611ms/epoch - 5ms/step
Epoch 3126/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9767 - val_loss: 0.2026 - val_auc: 0.9679 - 596ms/epoch - 5ms/step
Epoch 3127/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9766 - val_loss: 0.2001 - val_auc: 0.9711 - 614ms/epoch - 5ms/step
Epoch 3128/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9770 - val_loss: 0.2207 - val_auc: 0.9653 - 601ms/epoch - 5ms/step
Epoch 3129/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9750 - val_loss: 0.2189 - val_auc: 0.9710 - 598ms/epoch - 5ms/step
Epoch 3130/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9767 - val_loss: 0.1987 - val_auc: 0.9726 - 596ms/epoch - 5ms/step
Epoch 3131/5000
124/124 - 1s - loss: 0.1843 - auc: 0.9779 - val_loss: 0.1971 - val_auc: 0.9701 - 599ms/epoch - 5ms/step
Epoch 3132/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9780 - val_loss: 0.2067 - val_auc: 0.9715 - 600ms/epoch - 5ms/step
Epoch 3133/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9767 - val_loss: 0.2006 - val_auc: 0.9701 - 600ms/epoch - 5ms/step
Epoch 3134/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9768 - val_loss: 0.2324 - val_auc: 0.9676 - 587ms/epoch - 5ms/step
Epoch 3135/5000
124/124 - 1s - loss: 0.1980 - auc: 0.9730 - val_loss: 0.1970 - val_auc: 0.9699 - 600ms/epoch - 5ms/step
Epoch 3136/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9758 - val_loss: 0.1973 - val_auc: 0.9723 - 603ms/epoch - 5ms/step
Epoch 3137/5000
124/124 - 1s - loss: 0.1840 - auc: 0.9776 - val_loss: 0.1928 - val_auc: 0.9715 - 655ms/epoch - 5ms/step
Epoch 3138/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9763 - val_loss: 0.2052 - val_auc: 0.9654 - 600ms/epoch - 5ms/step
Epoch 3139/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9757 - val_loss: 0.2218 - val_auc: 0.9679 - 596ms/epoch - 5ms/step
Epoch 3140/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9768 - val_loss: 0.2135 - val_auc: 0.9706 - 545ms/epoch - 4ms/step
Epoch 3141/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9754 - val_loss: 0.1939 - val_auc: 0.9719 - 597ms/epoch - 5ms/step
Epoch 3142/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9780 - val_loss: 0.2325 - val_auc: 0.9666 - 655ms/epoch - 5ms/step
Epoch 3143/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9748 - val_loss: 0.2022 - val_auc: 0.9701 - 609ms/epoch - 5ms/step
Epoch 3144/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9783 - val_loss: 0.2074 - val_auc: 0.9670 - 603ms/epoch - 5ms/step
Epoch 3145/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9767 - val_loss: 0.2060 - val_auc: 0.9672 - 602ms/epoch - 5ms/step
Epoch 3146/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9757 - val_loss: 0.2260 - val_auc: 0.9594 - 600ms/epoch - 5ms/step
Epoch 3147/5000
124/124 - 1s - loss: 0.1986 - auc: 0.9737 - val_loss: 0.2022 - val_auc: 0.9718 - 597ms/epoch - 5ms/step
Epoch 3148/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9760 - val_loss: 0.2237 - val_auc: 0.9731 - 599ms/epoch - 5ms/step
Epoch 3149/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9786 - val_loss: 0.2257 - val_auc: 0.9653 - 600ms/epoch - 5ms/step
Epoch 3150/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9755 - val_loss: 0.2103 - val_auc: 0.9646 - 598ms/epoch - 5ms/step
Epoch 3151/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9763 - val_loss: 0.2178 - val_auc: 0.9649 - 597ms/epoch - 5ms/step
Epoch 3152/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9752 - val_loss: 0.2097 - val_auc: 0.9678 - 598ms/epoch - 5ms/step
Epoch 3153/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9777 - val_loss: 0.1984 - val_auc: 0.9706 - 615ms/epoch - 5ms/step
Epoch 3154/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9748 - val_loss: 0.2067 - val_auc: 0.9691 - 655ms/epoch - 5ms/step
Epoch 3155/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9751 - val_loss: 0.2065 - val_auc: 0.9650 - 617ms/epoch - 5ms/step
Epoch 3156/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9772 - val_loss: 0.2241 - val_auc: 0.9680 - 610ms/epoch - 5ms/step
Epoch 3157/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9758 - val_loss: 0.2152 - val_auc: 0.9634 - 676ms/epoch - 5ms/step
Epoch 3158/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9786 - val_loss: 0.2028 - val_auc: 0.9685 - 676ms/epoch - 5ms/step
Epoch 3159/5000
124/124 - 1s - loss: 0.2018 - auc: 0.9718 - val_loss: 0.2152 - val_auc: 0.9684 - 616ms/epoch - 5ms/step
Epoch 3160/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9782 - val_loss: 0.2127 - val_auc: 0.9649 - 621ms/epoch - 5ms/step
Epoch 3161/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9760 - val_loss: 0.2029 - val_auc: 0.9672 - 678ms/epoch - 5ms/step
Epoch 3162/5000
124/124 - 1s - loss: 0.1899 - auc: 0.9764 - val_loss: 0.2079 - val_auc: 0.9652 - 608ms/epoch - 5ms/step
Epoch 3163/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9768 - val_loss: 0.2096 - val_auc: 0.9653 - 667ms/epoch - 5ms/step
Epoch 3164/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9752 - val_loss: 0.2137 - val_auc: 0.9651 - 607ms/epoch - 5ms/step
Epoch 3165/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9774 - val_loss: 0.2035 - val_auc: 0.9702 - 602ms/epoch - 5ms/step
Epoch 3166/5000
124/124 - 1s - loss: 0.1981 - auc: 0.9733 - val_loss: 0.1986 - val_auc: 0.9726 - 606ms/epoch - 5ms/step
Epoch 3167/5000
124/124 - 1s - loss: 0.2010 - auc: 0.9737 - val_loss: 0.2055 - val_auc: 0.9667 - 604ms/epoch - 5ms/step
Epoch 3168/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9754 - val_loss: 0.2049 - val_auc: 0.9712 - 605ms/epoch - 5ms/step
Epoch 3169/5000
124/124 - 1s - loss: 0.2011 - auc: 0.9736 - val_loss: 0.2013 - val_auc: 0.9693 - 599ms/epoch - 5ms/step
Epoch 3170/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9773 - val_loss: 0.2136 - val_auc: 0.9699 - 599ms/epoch - 5ms/step
Epoch 3171/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9769 - val_loss: 0.2058 - val_auc: 0.9678 - 592ms/epoch - 5ms/step
Epoch 3172/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9766 - val_loss: 0.1984 - val_auc: 0.9687 - 589ms/epoch - 5ms/step
Epoch 3173/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9755 - val_loss: 0.2197 - val_auc: 0.9678 - 600ms/epoch - 5ms/step
Epoch 3174/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9749 - val_loss: 0.2043 - val_auc: 0.9687 - 601ms/epoch - 5ms/step
Epoch 3175/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9752 - val_loss: 0.1961 - val_auc: 0.9708 - 595ms/epoch - 5ms/step
Epoch 3176/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9756 - val_loss: 0.2061 - val_auc: 0.9688 - 607ms/epoch - 5ms/step
Epoch 3177/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9786 - val_loss: 0.2051 - val_auc: 0.9710 - 658ms/epoch - 5ms/step
Epoch 3178/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9762 - val_loss: 0.2367 - val_auc: 0.9642 - 554ms/epoch - 4ms/step
Epoch 3179/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9741 - val_loss: 0.2084 - val_auc: 0.9664 - 549ms/epoch - 4ms/step
Epoch 3180/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9772 - val_loss: 0.2041 - val_auc: 0.9671 - 590ms/epoch - 5ms/step
Epoch 3181/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9746 - val_loss: 0.2160 - val_auc: 0.9642 - 596ms/epoch - 5ms/step
Epoch 3182/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9778 - val_loss: 0.1997 - val_auc: 0.9695 - 598ms/epoch - 5ms/step
Epoch 3183/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9747 - val_loss: 0.1991 - val_auc: 0.9685 - 603ms/epoch - 5ms/step
Epoch 3184/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9774 - val_loss: 0.2255 - val_auc: 0.9681 - 596ms/epoch - 5ms/step
Epoch 3185/5000
124/124 - 1s - loss: 0.1960 - auc: 0.9739 - val_loss: 0.2062 - val_auc: 0.9683 - 597ms/epoch - 5ms/step
Epoch 3186/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9758 - val_loss: 0.2033 - val_auc: 0.9713 - 596ms/epoch - 5ms/step
Epoch 3187/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9777 - val_loss: 0.2069 - val_auc: 0.9695 - 665ms/epoch - 5ms/step
Epoch 3188/5000
124/124 - 1s - loss: 0.1945 - auc: 0.9748 - val_loss: 0.1983 - val_auc: 0.9694 - 609ms/epoch - 5ms/step
Epoch 3189/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9775 - val_loss: 0.1989 - val_auc: 0.9706 - 612ms/epoch - 5ms/step
Epoch 3190/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9770 - val_loss: 0.1997 - val_auc: 0.9696 - 665ms/epoch - 5ms/step
Epoch 3191/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9755 - val_loss: 0.2014 - val_auc: 0.9697 - 597ms/epoch - 5ms/step
Epoch 3192/5000
124/124 - 1s - loss: 0.1852 - auc: 0.9780 - val_loss: 0.2074 - val_auc: 0.9677 - 611ms/epoch - 5ms/step
Epoch 3193/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9759 - val_loss: 0.2049 - val_auc: 0.9707 - 610ms/epoch - 5ms/step
Epoch 3194/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9749 - val_loss: 0.2003 - val_auc: 0.9721 - 608ms/epoch - 5ms/step
Epoch 3195/5000
124/124 - 1s - loss: 0.1953 - auc: 0.9746 - val_loss: 0.2079 - val_auc: 0.9709 - 605ms/epoch - 5ms/step
Epoch 3196/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9763 - val_loss: 0.2217 - val_auc: 0.9638 - 732ms/epoch - 6ms/step
Epoch 3197/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9775 - val_loss: 0.2049 - val_auc: 0.9669 - 541ms/epoch - 4ms/step
Epoch 3198/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9762 - val_loss: 0.2082 - val_auc: 0.9715 - 594ms/epoch - 5ms/step
Epoch 3199/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9773 - val_loss: 0.2021 - val_auc: 0.9714 - 606ms/epoch - 5ms/step
Epoch 3200/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9762 - val_loss: 0.2103 - val_auc: 0.9669 - 612ms/epoch - 5ms/step
Epoch 3201/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9772 - val_loss: 0.1979 - val_auc: 0.9708 - 669ms/epoch - 5ms/step
Epoch 3202/5000
124/124 - 1s - loss: 0.1849 - auc: 0.9785 - val_loss: 0.2189 - val_auc: 0.9680 - 610ms/epoch - 5ms/step
Epoch 3203/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9756 - val_loss: 0.2148 - val_auc: 0.9646 - 602ms/epoch - 5ms/step
Epoch 3204/5000
124/124 - 1s - loss: 0.1816 - auc: 0.9793 - val_loss: 0.2056 - val_auc: 0.9701 - 603ms/epoch - 5ms/step
Epoch 3205/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9759 - val_loss: 0.2133 - val_auc: 0.9656 - 597ms/epoch - 5ms/step
Epoch 3206/5000
124/124 - 1s - loss: 0.1988 - auc: 0.9743 - val_loss: 0.2274 - val_auc: 0.9615 - 602ms/epoch - 5ms/step
Epoch 3207/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9766 - val_loss: 0.2104 - val_auc: 0.9703 - 595ms/epoch - 5ms/step
Epoch 3208/5000
124/124 - 1s - loss: 0.1830 - auc: 0.9779 - val_loss: 0.2019 - val_auc: 0.9685 - 663ms/epoch - 5ms/step
Epoch 3209/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9773 - val_loss: 0.2022 - val_auc: 0.9682 - 608ms/epoch - 5ms/step
Epoch 3210/5000
124/124 - 1s - loss: 0.1978 - auc: 0.9750 - val_loss: 0.2190 - val_auc: 0.9689 - 602ms/epoch - 5ms/step
Epoch 3211/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9762 - val_loss: 0.2021 - val_auc: 0.9696 - 601ms/epoch - 5ms/step
Epoch 3212/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9788 - val_loss: 0.2124 - val_auc: 0.9649 - 603ms/epoch - 5ms/step
Epoch 3213/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9747 - val_loss: 0.2302 - val_auc: 0.9695 - 605ms/epoch - 5ms/step
Epoch 3214/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9780 - val_loss: 0.2193 - val_auc: 0.9652 - 609ms/epoch - 5ms/step
Epoch 3215/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9780 - val_loss: 0.2076 - val_auc: 0.9658 - 601ms/epoch - 5ms/step
Epoch 3216/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9764 - val_loss: 0.2106 - val_auc: 0.9668 - 685ms/epoch - 6ms/step
Epoch 3217/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9790 - val_loss: 0.2040 - val_auc: 0.9707 - 765ms/epoch - 6ms/step
Epoch 3218/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9787 - val_loss: 0.2083 - val_auc: 0.9678 - 798ms/epoch - 6ms/step
Epoch 3219/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9776 - val_loss: 0.2059 - val_auc: 0.9665 - 639ms/epoch - 5ms/step
Epoch 3220/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9744 - val_loss: 0.2043 - val_auc: 0.9685 - 590ms/epoch - 5ms/step
Epoch 3221/5000
124/124 - 1s - loss: 0.1990 - auc: 0.9735 - val_loss: 0.2238 - val_auc: 0.9631 - 600ms/epoch - 5ms/step
Epoch 3222/5000
124/124 - 1s - loss: 0.1852 - auc: 0.9773 - val_loss: 0.2013 - val_auc: 0.9672 - 597ms/epoch - 5ms/step
Epoch 3223/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9768 - val_loss: 0.1978 - val_auc: 0.9720 - 596ms/epoch - 5ms/step
Epoch 3224/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9773 - val_loss: 0.2062 - val_auc: 0.9675 - 664ms/epoch - 5ms/step
Epoch 3225/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9747 - val_loss: 0.2694 - val_auc: 0.9676 - 602ms/epoch - 5ms/step
Epoch 3226/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9776 - val_loss: 0.1993 - val_auc: 0.9711 - 601ms/epoch - 5ms/step
Epoch 3227/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9750 - val_loss: 0.1994 - val_auc: 0.9704 - 602ms/epoch - 5ms/step
Epoch 3228/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9774 - val_loss: 0.1953 - val_auc: 0.9708 - 609ms/epoch - 5ms/step
Epoch 3229/5000
124/124 - 1s - loss: 0.1992 - auc: 0.9737 - val_loss: 0.2222 - val_auc: 0.9678 - 609ms/epoch - 5ms/step
Epoch 3230/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9768 - val_loss: 0.2307 - val_auc: 0.9701 - 606ms/epoch - 5ms/step
Epoch 3231/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9741 - val_loss: 0.2493 - val_auc: 0.9676 - 602ms/epoch - 5ms/step
Epoch 3232/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9750 - val_loss: 0.2083 - val_auc: 0.9700 - 599ms/epoch - 5ms/step
Epoch 3233/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9753 - val_loss: 0.2105 - val_auc: 0.9651 - 555ms/epoch - 4ms/step
Epoch 3234/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9779 - val_loss: 0.2091 - val_auc: 0.9695 - 642ms/epoch - 5ms/step
Epoch 3235/5000
124/124 - 1s - loss: 0.1952 - auc: 0.9746 - val_loss: 0.2131 - val_auc: 0.9705 - 550ms/epoch - 4ms/step
Epoch 3236/5000
124/124 - 1s - loss: 0.2042 - auc: 0.9706 - val_loss: 0.2024 - val_auc: 0.9696 - 593ms/epoch - 5ms/step
Epoch 3237/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9771 - val_loss: 0.1984 - val_auc: 0.9693 - 547ms/epoch - 4ms/step
Epoch 3238/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9766 - val_loss: 0.1955 - val_auc: 0.9702 - 546ms/epoch - 4ms/step
Epoch 3239/5000
124/124 - 1s - loss: 0.1999 - auc: 0.9731 - val_loss: 0.2109 - val_auc: 0.9697 - 598ms/epoch - 5ms/step
Epoch 3240/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9769 - val_loss: 0.2104 - val_auc: 0.9667 - 653ms/epoch - 5ms/step
Epoch 3241/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9776 - val_loss: 0.2163 - val_auc: 0.9665 - 617ms/epoch - 5ms/step
Epoch 3242/5000
124/124 - 1s - loss: 0.2027 - auc: 0.9724 - val_loss: 0.2313 - val_auc: 0.9644 - 616ms/epoch - 5ms/step
Epoch 3243/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9753 - val_loss: 0.2050 - val_auc: 0.9664 - 671ms/epoch - 5ms/step
Epoch 3244/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9751 - val_loss: 0.2290 - val_auc: 0.9619 - 605ms/epoch - 5ms/step
Epoch 3245/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9761 - val_loss: 0.1998 - val_auc: 0.9698 - 607ms/epoch - 5ms/step
Epoch 3246/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9783 - val_loss: 0.2031 - val_auc: 0.9710 - 599ms/epoch - 5ms/step
Epoch 3247/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9781 - val_loss: 0.1915 - val_auc: 0.9721 - 605ms/epoch - 5ms/step
Epoch 3248/5000
124/124 - 1s - loss: 0.1852 - auc: 0.9778 - val_loss: 0.1998 - val_auc: 0.9688 - 599ms/epoch - 5ms/step
Epoch 3249/5000
124/124 - 1s - loss: 0.2021 - auc: 0.9730 - val_loss: 0.2123 - val_auc: 0.9630 - 658ms/epoch - 5ms/step
Epoch 3250/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9771 - val_loss: 0.2552 - val_auc: 0.9654 - 609ms/epoch - 5ms/step
Epoch 3251/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9761 - val_loss: 0.2407 - val_auc: 0.9613 - 612ms/epoch - 5ms/step
Epoch 3252/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9747 - val_loss: 0.1937 - val_auc: 0.9714 - 610ms/epoch - 5ms/step
Epoch 3253/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9762 - val_loss: 0.2230 - val_auc: 0.9676 - 665ms/epoch - 5ms/step
Epoch 3254/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9782 - val_loss: 0.2078 - val_auc: 0.9649 - 623ms/epoch - 5ms/step
Epoch 3255/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9767 - val_loss: 0.2142 - val_auc: 0.9650 - 686ms/epoch - 6ms/step
Epoch 3256/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9772 - val_loss: 0.2037 - val_auc: 0.9671 - 693ms/epoch - 6ms/step
Epoch 3257/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9772 - val_loss: 0.2123 - val_auc: 0.9676 - 620ms/epoch - 5ms/step
Epoch 3258/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9744 - val_loss: 0.2222 - val_auc: 0.9657 - 674ms/epoch - 5ms/step
Epoch 3259/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9756 - val_loss: 0.2139 - val_auc: 0.9664 - 614ms/epoch - 5ms/step
Epoch 3260/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9760 - val_loss: 0.1938 - val_auc: 0.9708 - 683ms/epoch - 6ms/step
Epoch 3261/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9774 - val_loss: 0.2413 - val_auc: 0.9668 - 624ms/epoch - 5ms/step
Epoch 3262/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9766 - val_loss: 0.1991 - val_auc: 0.9713 - 672ms/epoch - 5ms/step
Epoch 3263/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9744 - val_loss: 0.2207 - val_auc: 0.9653 - 617ms/epoch - 5ms/step
Epoch 3264/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9772 - val_loss: 0.2107 - val_auc: 0.9684 - 677ms/epoch - 5ms/step
Epoch 3265/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9762 - val_loss: 0.2221 - val_auc: 0.9682 - 612ms/epoch - 5ms/step
Epoch 3266/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9747 - val_loss: 0.2020 - val_auc: 0.9673 - 668ms/epoch - 5ms/step
Epoch 3267/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9764 - val_loss: 0.2009 - val_auc: 0.9684 - 621ms/epoch - 5ms/step
Epoch 3268/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9766 - val_loss: 0.2257 - val_auc: 0.9589 - 606ms/epoch - 5ms/step
Epoch 3269/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9757 - val_loss: 0.2029 - val_auc: 0.9685 - 681ms/epoch - 5ms/step
Epoch 3270/5000
124/124 - 1s - loss: 0.1986 - auc: 0.9736 - val_loss: 0.2057 - val_auc: 0.9693 - 620ms/epoch - 5ms/step
Epoch 3271/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9768 - val_loss: 0.2102 - val_auc: 0.9673 - 669ms/epoch - 5ms/step
Epoch 3272/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9773 - val_loss: 0.2061 - val_auc: 0.9712 - 616ms/epoch - 5ms/step
Epoch 3273/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9770 - val_loss: 0.2087 - val_auc: 0.9693 - 669ms/epoch - 5ms/step
Epoch 3274/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9780 - val_loss: 0.2068 - val_auc: 0.9690 - 626ms/epoch - 5ms/step
Epoch 3275/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9760 - val_loss: 0.2144 - val_auc: 0.9657 - 607ms/epoch - 5ms/step
Epoch 3276/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9776 - val_loss: 0.2027 - val_auc: 0.9701 - 599ms/epoch - 5ms/step
Epoch 3277/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9767 - val_loss: 0.1942 - val_auc: 0.9715 - 595ms/epoch - 5ms/step
Epoch 3278/5000
124/124 - 1s - loss: 0.1832 - auc: 0.9786 - val_loss: 0.2057 - val_auc: 0.9660 - 606ms/epoch - 5ms/step
Epoch 3279/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9762 - val_loss: 0.2277 - val_auc: 0.9611 - 664ms/epoch - 5ms/step
Epoch 3280/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9752 - val_loss: 0.2022 - val_auc: 0.9694 - 602ms/epoch - 5ms/step
Epoch 3281/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9762 - val_loss: 0.2127 - val_auc: 0.9646 - 597ms/epoch - 5ms/step
Epoch 3282/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9769 - val_loss: 0.2095 - val_auc: 0.9695 - 602ms/epoch - 5ms/step
Epoch 3283/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9770 - val_loss: 0.2134 - val_auc: 0.9659 - 609ms/epoch - 5ms/step
Epoch 3284/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9761 - val_loss: 0.2102 - val_auc: 0.9689 - 609ms/epoch - 5ms/step
Epoch 3285/5000
124/124 - 1s - loss: 0.1997 - auc: 0.9725 - val_loss: 0.2127 - val_auc: 0.9666 - 666ms/epoch - 5ms/step
Epoch 3286/5000
124/124 - 1s - loss: 0.1932 - auc: 0.9755 - val_loss: 0.2061 - val_auc: 0.9675 - 611ms/epoch - 5ms/step
Epoch 3287/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9756 - val_loss: 0.2315 - val_auc: 0.9692 - 596ms/epoch - 5ms/step
Epoch 3288/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9735 - val_loss: 0.1960 - val_auc: 0.9712 - 612ms/epoch - 5ms/step
Epoch 3289/5000
124/124 - 1s - loss: 0.1807 - auc: 0.9797 - val_loss: 0.2337 - val_auc: 0.9612 - 601ms/epoch - 5ms/step
Epoch 3290/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9764 - val_loss: 0.2035 - val_auc: 0.9733 - 596ms/epoch - 5ms/step
Epoch 3291/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9764 - val_loss: 0.2022 - val_auc: 0.9710 - 593ms/epoch - 5ms/step
Epoch 3292/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9764 - val_loss: 0.2386 - val_auc: 0.9689 - 593ms/epoch - 5ms/step
Epoch 3293/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9751 - val_loss: 0.1979 - val_auc: 0.9709 - 600ms/epoch - 5ms/step
Epoch 3294/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9789 - val_loss: 0.1997 - val_auc: 0.9689 - 594ms/epoch - 5ms/step
Epoch 3295/5000
124/124 - 1s - loss: 0.1960 - auc: 0.9736 - val_loss: 0.2077 - val_auc: 0.9694 - 595ms/epoch - 5ms/step
Epoch 3296/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9760 - val_loss: 0.1947 - val_auc: 0.9724 - 606ms/epoch - 5ms/step
Epoch 3297/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9770 - val_loss: 0.2283 - val_auc: 0.9589 - 598ms/epoch - 5ms/step
Epoch 3298/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9767 - val_loss: 0.1992 - val_auc: 0.9687 - 604ms/epoch - 5ms/step
Epoch 3299/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9777 - val_loss: 0.2136 - val_auc: 0.9653 - 591ms/epoch - 5ms/step
Epoch 3300/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9766 - val_loss: 0.2032 - val_auc: 0.9680 - 591ms/epoch - 5ms/step
Epoch 3301/5000
124/124 - 1s - loss: 0.1810 - auc: 0.9787 - val_loss: 0.2126 - val_auc: 0.9630 - 598ms/epoch - 5ms/step
Epoch 3302/5000
124/124 - 1s - loss: 0.1818 - auc: 0.9785 - val_loss: 0.2390 - val_auc: 0.9537 - 608ms/epoch - 5ms/step
Epoch 3303/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9764 - val_loss: 0.2065 - val_auc: 0.9672 - 598ms/epoch - 5ms/step
Epoch 3304/5000
124/124 - 1s - loss: 0.1970 - auc: 0.9744 - val_loss: 0.2127 - val_auc: 0.9674 - 655ms/epoch - 5ms/step
Epoch 3305/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9765 - val_loss: 0.2098 - val_auc: 0.9659 - 611ms/epoch - 5ms/step
Epoch 3306/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9760 - val_loss: 0.1994 - val_auc: 0.9715 - 593ms/epoch - 5ms/step
Epoch 3307/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9774 - val_loss: 0.1971 - val_auc: 0.9684 - 591ms/epoch - 5ms/step
Epoch 3308/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9781 - val_loss: 0.2364 - val_auc: 0.9653 - 609ms/epoch - 5ms/step
Epoch 3309/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9743 - val_loss: 0.2014 - val_auc: 0.9697 - 610ms/epoch - 5ms/step
Epoch 3310/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9763 - val_loss: 0.2314 - val_auc: 0.9680 - 676ms/epoch - 5ms/step
Epoch 3311/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9750 - val_loss: 0.1991 - val_auc: 0.9695 - 607ms/epoch - 5ms/step
Epoch 3312/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9769 - val_loss: 0.2121 - val_auc: 0.9637 - 603ms/epoch - 5ms/step
Epoch 3313/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9724 - val_loss: 0.2162 - val_auc: 0.9618 - 608ms/epoch - 5ms/step
Epoch 3314/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9742 - val_loss: 0.3644 - val_auc: 0.9224 - 672ms/epoch - 5ms/step
Epoch 3315/5000
124/124 - 1s - loss: 0.2132 - auc: 0.9700 - val_loss: 0.2164 - val_auc: 0.9671 - 610ms/epoch - 5ms/step
Epoch 3316/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9754 - val_loss: 0.2404 - val_auc: 0.9678 - 601ms/epoch - 5ms/step
Epoch 3317/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9776 - val_loss: 0.2041 - val_auc: 0.9684 - 597ms/epoch - 5ms/step
Epoch 3318/5000
124/124 - 1s - loss: 0.1899 - auc: 0.9768 - val_loss: 0.2032 - val_auc: 0.9668 - 597ms/epoch - 5ms/step
Epoch 3319/5000
124/124 - 1s - loss: 0.1838 - auc: 0.9785 - val_loss: 0.2201 - val_auc: 0.9700 - 602ms/epoch - 5ms/step
Epoch 3320/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9769 - val_loss: 0.2163 - val_auc: 0.9656 - 596ms/epoch - 5ms/step
Epoch 3321/5000
124/124 - 1s - loss: 0.1819 - auc: 0.9787 - val_loss: 0.2069 - val_auc: 0.9677 - 611ms/epoch - 5ms/step
Epoch 3322/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9776 - val_loss: 0.2084 - val_auc: 0.9676 - 607ms/epoch - 5ms/step
Epoch 3323/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9778 - val_loss: 0.1937 - val_auc: 0.9712 - 666ms/epoch - 5ms/step
Epoch 3324/5000
124/124 - 1s - loss: 0.1979 - auc: 0.9745 - val_loss: 0.2362 - val_auc: 0.9666 - 613ms/epoch - 5ms/step
Epoch 3325/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9790 - val_loss: 0.2022 - val_auc: 0.9685 - 609ms/epoch - 5ms/step
Epoch 3326/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9777 - val_loss: 0.2111 - val_auc: 0.9694 - 663ms/epoch - 5ms/step
Epoch 3327/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9764 - val_loss: 0.2034 - val_auc: 0.9691 - 612ms/epoch - 5ms/step
Epoch 3328/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9736 - val_loss: 0.2055 - val_auc: 0.9672 - 613ms/epoch - 5ms/step
Epoch 3329/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9764 - val_loss: 0.2187 - val_auc: 0.9657 - 670ms/epoch - 5ms/step
Epoch 3330/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9747 - val_loss: 0.1925 - val_auc: 0.9709 - 615ms/epoch - 5ms/step
Epoch 3331/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9758 - val_loss: 0.2024 - val_auc: 0.9702 - 617ms/epoch - 5ms/step
Epoch 3332/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9766 - val_loss: 0.2294 - val_auc: 0.9623 - 674ms/epoch - 5ms/step
Epoch 3333/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9759 - val_loss: 0.2001 - val_auc: 0.9664 - 613ms/epoch - 5ms/step
Epoch 3334/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9794 - val_loss: 0.1989 - val_auc: 0.9690 - 602ms/epoch - 5ms/step
Epoch 3335/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9767 - val_loss: 0.2234 - val_auc: 0.9643 - 603ms/epoch - 5ms/step
Epoch 3336/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9774 - val_loss: 0.2235 - val_auc: 0.9657 - 596ms/epoch - 5ms/step
Epoch 3337/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9763 - val_loss: 0.2477 - val_auc: 0.9674 - 663ms/epoch - 5ms/step
Epoch 3338/5000
124/124 - 1s - loss: 0.1995 - auc: 0.9743 - val_loss: 0.1945 - val_auc: 0.9706 - 606ms/epoch - 5ms/step
Epoch 3339/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9766 - val_loss: 0.2052 - val_auc: 0.9679 - 604ms/epoch - 5ms/step
Epoch 3340/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9764 - val_loss: 0.2052 - val_auc: 0.9694 - 600ms/epoch - 5ms/step
Epoch 3341/5000
124/124 - 1s - loss: 0.1932 - auc: 0.9750 - val_loss: 0.2085 - val_auc: 0.9674 - 597ms/epoch - 5ms/step
Epoch 3342/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9746 - val_loss: 0.2173 - val_auc: 0.9687 - 599ms/epoch - 5ms/step
Epoch 3343/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9759 - val_loss: 0.2069 - val_auc: 0.9664 - 605ms/epoch - 5ms/step
Epoch 3344/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9768 - val_loss: 0.2161 - val_auc: 0.9633 - 596ms/epoch - 5ms/step
Epoch 3345/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9774 - val_loss: 0.2075 - val_auc: 0.9670 - 600ms/epoch - 5ms/step
Epoch 3346/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9755 - val_loss: 0.2235 - val_auc: 0.9647 - 597ms/epoch - 5ms/step
Epoch 3347/5000
124/124 - 1s - loss: 0.1825 - auc: 0.9789 - val_loss: 0.2115 - val_auc: 0.9615 - 604ms/epoch - 5ms/step
Epoch 3348/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9779 - val_loss: 0.2322 - val_auc: 0.9608 - 598ms/epoch - 5ms/step
Epoch 3349/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9765 - val_loss: 0.2096 - val_auc: 0.9704 - 663ms/epoch - 5ms/step
Epoch 3350/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9759 - val_loss: 0.2003 - val_auc: 0.9662 - 621ms/epoch - 5ms/step
Epoch 3351/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9778 - val_loss: 0.2088 - val_auc: 0.9669 - 673ms/epoch - 5ms/step
Epoch 3352/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9754 - val_loss: 0.2333 - val_auc: 0.9627 - 611ms/epoch - 5ms/step
Epoch 3353/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9761 - val_loss: 0.2068 - val_auc: 0.9685 - 631ms/epoch - 5ms/step
Epoch 3354/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9752 - val_loss: 0.2298 - val_auc: 0.9649 - 669ms/epoch - 5ms/step
Epoch 3355/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9775 - val_loss: 0.2025 - val_auc: 0.9680 - 619ms/epoch - 5ms/step
Epoch 3356/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9782 - val_loss: 0.2106 - val_auc: 0.9655 - 662ms/epoch - 5ms/step
Epoch 3357/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9777 - val_loss: 0.2043 - val_auc: 0.9678 - 609ms/epoch - 5ms/step
Epoch 3358/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9753 - val_loss: 0.2318 - val_auc: 0.9584 - 610ms/epoch - 5ms/step
Epoch 3359/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9768 - val_loss: 0.2080 - val_auc: 0.9701 - 609ms/epoch - 5ms/step
Epoch 3360/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9754 - val_loss: 0.2249 - val_auc: 0.9617 - 665ms/epoch - 5ms/step
Epoch 3361/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9785 - val_loss: 0.2018 - val_auc: 0.9697 - 618ms/epoch - 5ms/step
Epoch 3362/5000
124/124 - 1s - loss: 0.1849 - auc: 0.9777 - val_loss: 0.2136 - val_auc: 0.9646 - 609ms/epoch - 5ms/step
Epoch 3363/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9769 - val_loss: 0.2231 - val_auc: 0.9581 - 660ms/epoch - 5ms/step
Epoch 3364/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9779 - val_loss: 0.2075 - val_auc: 0.9691 - 602ms/epoch - 5ms/step
Epoch 3365/5000
124/124 - 1s - loss: 0.1986 - auc: 0.9745 - val_loss: 0.2120 - val_auc: 0.9651 - 597ms/epoch - 5ms/step
Epoch 3366/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9763 - val_loss: 0.2257 - val_auc: 0.9655 - 602ms/epoch - 5ms/step
Epoch 3367/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9756 - val_loss: 0.2029 - val_auc: 0.9680 - 607ms/epoch - 5ms/step
Epoch 3368/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9757 - val_loss: 0.2064 - val_auc: 0.9716 - 601ms/epoch - 5ms/step
Epoch 3369/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9751 - val_loss: 0.2001 - val_auc: 0.9675 - 615ms/epoch - 5ms/step
Epoch 3370/5000
124/124 - 1s - loss: 0.1840 - auc: 0.9781 - val_loss: 0.2209 - val_auc: 0.9599 - 598ms/epoch - 5ms/step
Epoch 3371/5000
124/124 - 1s - loss: 0.2019 - auc: 0.9734 - val_loss: 0.2104 - val_auc: 0.9673 - 598ms/epoch - 5ms/step
Epoch 3372/5000
124/124 - 1s - loss: 0.2027 - auc: 0.9728 - val_loss: 0.2122 - val_auc: 0.9658 - 599ms/epoch - 5ms/step
Epoch 3373/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9758 - val_loss: 0.2085 - val_auc: 0.9642 - 658ms/epoch - 5ms/step
Epoch 3374/5000
124/124 - 1s - loss: 0.2018 - auc: 0.9736 - val_loss: 0.2198 - val_auc: 0.9674 - 606ms/epoch - 5ms/step
Epoch 3375/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9741 - val_loss: 0.2304 - val_auc: 0.9651 - 601ms/epoch - 5ms/step
Epoch 3376/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9761 - val_loss: 0.2126 - val_auc: 0.9692 - 593ms/epoch - 5ms/step
Epoch 3377/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9775 - val_loss: 0.2232 - val_auc: 0.9603 - 607ms/epoch - 5ms/step
Epoch 3378/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9769 - val_loss: 0.2040 - val_auc: 0.9668 - 605ms/epoch - 5ms/step
Epoch 3379/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9778 - val_loss: 0.2063 - val_auc: 0.9667 - 602ms/epoch - 5ms/step
Epoch 3380/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9770 - val_loss: 0.2223 - val_auc: 0.9658 - 609ms/epoch - 5ms/step
Epoch 3381/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9754 - val_loss: 0.2299 - val_auc: 0.9607 - 668ms/epoch - 5ms/step
Epoch 3382/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9772 - val_loss: 0.2133 - val_auc: 0.9649 - 620ms/epoch - 5ms/step
Epoch 3383/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9768 - val_loss: 0.2166 - val_auc: 0.9650 - 614ms/epoch - 5ms/step
Epoch 3384/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9761 - val_loss: 0.2305 - val_auc: 0.9618 - 606ms/epoch - 5ms/step
Epoch 3385/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9781 - val_loss: 0.2119 - val_auc: 0.9661 - 606ms/epoch - 5ms/step
Epoch 3386/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9779 - val_loss: 0.2060 - val_auc: 0.9658 - 602ms/epoch - 5ms/step
Epoch 3387/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9758 - val_loss: 0.1981 - val_auc: 0.9696 - 596ms/epoch - 5ms/step
Epoch 3388/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9785 - val_loss: 0.2071 - val_auc: 0.9683 - 595ms/epoch - 5ms/step
Epoch 3389/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9767 - val_loss: 0.2100 - val_auc: 0.9644 - 593ms/epoch - 5ms/step
Epoch 3390/5000
124/124 - 1s - loss: 0.2012 - auc: 0.9723 - val_loss: 0.1996 - val_auc: 0.9674 - 595ms/epoch - 5ms/step
Epoch 3391/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9752 - val_loss: 0.2054 - val_auc: 0.9672 - 601ms/epoch - 5ms/step
Epoch 3392/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9781 - val_loss: 0.2095 - val_auc: 0.9706 - 597ms/epoch - 5ms/step
Epoch 3393/5000
124/124 - 1s - loss: 0.1849 - auc: 0.9781 - val_loss: 0.2086 - val_auc: 0.9644 - 605ms/epoch - 5ms/step
Epoch 3394/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9740 - val_loss: 0.2177 - val_auc: 0.9646 - 610ms/epoch - 5ms/step
Epoch 3395/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9779 - val_loss: 0.1941 - val_auc: 0.9721 - 671ms/epoch - 5ms/step
Epoch 3396/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9772 - val_loss: 0.2131 - val_auc: 0.9684 - 602ms/epoch - 5ms/step
Epoch 3397/5000
124/124 - 1s - loss: 0.1967 - auc: 0.9742 - val_loss: 0.2251 - val_auc: 0.9638 - 601ms/epoch - 5ms/step
Epoch 3398/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9760 - val_loss: 0.2449 - val_auc: 0.9657 - 611ms/epoch - 5ms/step
Epoch 3399/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9764 - val_loss: 0.2368 - val_auc: 0.9645 - 601ms/epoch - 5ms/step
Epoch 3400/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9760 - val_loss: 0.2109 - val_auc: 0.9652 - 599ms/epoch - 5ms/step
Epoch 3401/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9740 - val_loss: 0.2210 - val_auc: 0.9625 - 601ms/epoch - 5ms/step
Epoch 3402/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9751 - val_loss: 0.2111 - val_auc: 0.9693 - 679ms/epoch - 5ms/step
Epoch 3403/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9762 - val_loss: 0.2028 - val_auc: 0.9668 - 604ms/epoch - 5ms/step
Epoch 3404/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9770 - val_loss: 0.2121 - val_auc: 0.9659 - 609ms/epoch - 5ms/step
Epoch 3405/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9761 - val_loss: 0.1968 - val_auc: 0.9691 - 602ms/epoch - 5ms/step
Epoch 3406/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9785 - val_loss: 0.2071 - val_auc: 0.9708 - 605ms/epoch - 5ms/step
Epoch 3407/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9783 - val_loss: 0.2393 - val_auc: 0.9658 - 664ms/epoch - 5ms/step
Epoch 3408/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9770 - val_loss: 0.2096 - val_auc: 0.9658 - 607ms/epoch - 5ms/step
Epoch 3409/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9779 - val_loss: 0.2273 - val_auc: 0.9601 - 602ms/epoch - 5ms/step
Epoch 3410/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9776 - val_loss: 0.2092 - val_auc: 0.9659 - 607ms/epoch - 5ms/step
Epoch 3411/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9772 - val_loss: 0.2097 - val_auc: 0.9671 - 700ms/epoch - 6ms/step
Epoch 3412/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9780 - val_loss: 0.2101 - val_auc: 0.9638 - 769ms/epoch - 6ms/step
Epoch 3413/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9759 - val_loss: 0.2077 - val_auc: 0.9638 - 808ms/epoch - 7ms/step
Epoch 3414/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9770 - val_loss: 0.2073 - val_auc: 0.9676 - 678ms/epoch - 5ms/step
Epoch 3415/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9751 - val_loss: 0.2393 - val_auc: 0.9663 - 600ms/epoch - 5ms/step
Epoch 3416/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9757 - val_loss: 0.2105 - val_auc: 0.9709 - 599ms/epoch - 5ms/step
Epoch 3417/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9765 - val_loss: 0.2087 - val_auc: 0.9666 - 616ms/epoch - 5ms/step
Epoch 3418/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9775 - val_loss: 0.2022 - val_auc: 0.9668 - 601ms/epoch - 5ms/step
Epoch 3419/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9753 - val_loss: 0.2036 - val_auc: 0.9676 - 620ms/epoch - 5ms/step
Epoch 3420/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9771 - val_loss: 0.2132 - val_auc: 0.9663 - 577ms/epoch - 5ms/step
Epoch 3421/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9761 - val_loss: 0.2804 - val_auc: 0.9643 - 603ms/epoch - 5ms/step
Epoch 3422/5000
124/124 - 1s - loss: 0.2017 - auc: 0.9738 - val_loss: 0.2179 - val_auc: 0.9640 - 595ms/epoch - 5ms/step
Epoch 3423/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9768 - val_loss: 0.2236 - val_auc: 0.9623 - 599ms/epoch - 5ms/step
Epoch 3424/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9757 - val_loss: 0.2098 - val_auc: 0.9669 - 605ms/epoch - 5ms/step
Epoch 3425/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9764 - val_loss: 0.2063 - val_auc: 0.9679 - 602ms/epoch - 5ms/step
Epoch 3426/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9785 - val_loss: 0.2030 - val_auc: 0.9664 - 659ms/epoch - 5ms/step
Epoch 3427/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9777 - val_loss: 0.2084 - val_auc: 0.9677 - 602ms/epoch - 5ms/step
Epoch 3428/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9763 - val_loss: 0.2010 - val_auc: 0.9683 - 601ms/epoch - 5ms/step
Epoch 3429/5000
124/124 - 1s - loss: 0.1978 - auc: 0.9738 - val_loss: 0.2413 - val_auc: 0.9627 - 603ms/epoch - 5ms/step
Epoch 3430/5000
124/124 - 1s - loss: 0.2000 - auc: 0.9732 - val_loss: 0.2261 - val_auc: 0.9613 - 598ms/epoch - 5ms/step
Epoch 3431/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9769 - val_loss: 0.2061 - val_auc: 0.9665 - 600ms/epoch - 5ms/step
Epoch 3432/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9776 - val_loss: 0.2139 - val_auc: 0.9639 - 604ms/epoch - 5ms/step
Epoch 3433/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9753 - val_loss: 0.2083 - val_auc: 0.9659 - 611ms/epoch - 5ms/step
Epoch 3434/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9775 - val_loss: 0.2108 - val_auc: 0.9681 - 666ms/epoch - 5ms/step
Epoch 3435/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9774 - val_loss: 0.2031 - val_auc: 0.9680 - 607ms/epoch - 5ms/step
Epoch 3436/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9771 - val_loss: 0.2098 - val_auc: 0.9684 - 605ms/epoch - 5ms/step
Epoch 3437/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9773 - val_loss: 0.2365 - val_auc: 0.9692 - 599ms/epoch - 5ms/step
Epoch 3438/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9781 - val_loss: 0.2233 - val_auc: 0.9601 - 591ms/epoch - 5ms/step
Epoch 3439/5000
124/124 - 1s - loss: 0.2020 - auc: 0.9730 - val_loss: 0.2077 - val_auc: 0.9678 - 597ms/epoch - 5ms/step
Epoch 3440/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9750 - val_loss: 0.2142 - val_auc: 0.9689 - 597ms/epoch - 5ms/step
Epoch 3441/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9765 - val_loss: 0.2174 - val_auc: 0.9624 - 602ms/epoch - 5ms/step
Epoch 3442/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9764 - val_loss: 0.2109 - val_auc: 0.9659 - 596ms/epoch - 5ms/step
Epoch 3443/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9772 - val_loss: 0.2135 - val_auc: 0.9657 - 607ms/epoch - 5ms/step
Epoch 3444/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9789 - val_loss: 0.2026 - val_auc: 0.9713 - 603ms/epoch - 5ms/step
Epoch 3445/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9779 - val_loss: 0.2197 - val_auc: 0.9684 - 665ms/epoch - 5ms/step
Epoch 3446/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9780 - val_loss: 0.2188 - val_auc: 0.9691 - 619ms/epoch - 5ms/step
Epoch 3447/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9769 - val_loss: 0.2038 - val_auc: 0.9675 - 617ms/epoch - 5ms/step
Epoch 3448/5000
124/124 - 1s - loss: 0.1978 - auc: 0.9755 - val_loss: 0.2076 - val_auc: 0.9676 - 668ms/epoch - 5ms/step
Epoch 3449/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9770 - val_loss: 0.1975 - val_auc: 0.9696 - 616ms/epoch - 5ms/step
Epoch 3450/5000
124/124 - 1s - loss: 0.1965 - auc: 0.9740 - val_loss: 0.2013 - val_auc: 0.9703 - 677ms/epoch - 5ms/step
Epoch 3451/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9749 - val_loss: 0.3171 - val_auc: 0.9480 - 616ms/epoch - 5ms/step
Epoch 3452/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9744 - val_loss: 0.2086 - val_auc: 0.9646 - 610ms/epoch - 5ms/step
Epoch 3453/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9780 - val_loss: 0.2045 - val_auc: 0.9662 - 606ms/epoch - 5ms/step
Epoch 3454/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9777 - val_loss: 0.2086 - val_auc: 0.9649 - 602ms/epoch - 5ms/step
Epoch 3455/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9769 - val_loss: 0.2076 - val_auc: 0.9649 - 607ms/epoch - 5ms/step
Epoch 3456/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9767 - val_loss: 0.2067 - val_auc: 0.9666 - 609ms/epoch - 5ms/step
Epoch 3457/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9742 - val_loss: 0.2080 - val_auc: 0.9653 - 608ms/epoch - 5ms/step
Epoch 3458/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9774 - val_loss: 0.2492 - val_auc: 0.9617 - 662ms/epoch - 5ms/step
Epoch 3459/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9763 - val_loss: 0.2334 - val_auc: 0.9646 - 603ms/epoch - 5ms/step
Epoch 3460/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9782 - val_loss: 0.2156 - val_auc: 0.9656 - 622ms/epoch - 5ms/step
Epoch 3461/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9761 - val_loss: 0.2113 - val_auc: 0.9659 - 668ms/epoch - 5ms/step
Epoch 3462/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9781 - val_loss: 0.2053 - val_auc: 0.9659 - 618ms/epoch - 5ms/step
Epoch 3463/5000
124/124 - 1s - loss: 0.1782 - auc: 0.9795 - val_loss: 0.2180 - val_auc: 0.9649 - 679ms/epoch - 5ms/step
Epoch 3464/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9778 - val_loss: 0.2069 - val_auc: 0.9646 - 630ms/epoch - 5ms/step
Epoch 3465/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9777 - val_loss: 0.2046 - val_auc: 0.9654 - 681ms/epoch - 5ms/step
Epoch 3466/5000
124/124 - 1s - loss: 0.1820 - auc: 0.9787 - val_loss: 0.2083 - val_auc: 0.9661 - 614ms/epoch - 5ms/step
Epoch 3467/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9778 - val_loss: 0.2114 - val_auc: 0.9660 - 673ms/epoch - 5ms/step
Epoch 3468/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9763 - val_loss: 0.2122 - val_auc: 0.9640 - 612ms/epoch - 5ms/step
Epoch 3469/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9764 - val_loss: 0.2037 - val_auc: 0.9686 - 675ms/epoch - 5ms/step
Epoch 3470/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9768 - val_loss: 0.2172 - val_auc: 0.9626 - 612ms/epoch - 5ms/step
Epoch 3471/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9755 - val_loss: 0.2141 - val_auc: 0.9660 - 614ms/epoch - 5ms/step
Epoch 3472/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9768 - val_loss: 0.2206 - val_auc: 0.9613 - 672ms/epoch - 5ms/step
Epoch 3473/5000
124/124 - 1s - loss: 0.2001 - auc: 0.9738 - val_loss: 0.2422 - val_auc: 0.9625 - 617ms/epoch - 5ms/step
Epoch 3474/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9762 - val_loss: 0.2106 - val_auc: 0.9694 - 671ms/epoch - 5ms/step
Epoch 3475/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9754 - val_loss: 0.2141 - val_auc: 0.9651 - 609ms/epoch - 5ms/step
Epoch 3476/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9770 - val_loss: 0.2164 - val_auc: 0.9616 - 615ms/epoch - 5ms/step
Epoch 3477/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9780 - val_loss: 0.2076 - val_auc: 0.9634 - 611ms/epoch - 5ms/step
Epoch 3478/5000
124/124 - 1s - loss: 0.1806 - auc: 0.9788 - val_loss: 0.2174 - val_auc: 0.9623 - 618ms/epoch - 5ms/step
Epoch 3479/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9761 - val_loss: 0.2040 - val_auc: 0.9667 - 612ms/epoch - 5ms/step
Epoch 3480/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9755 - val_loss: 0.2120 - val_auc: 0.9640 - 597ms/epoch - 5ms/step
Epoch 3481/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9741 - val_loss: 0.2310 - val_auc: 0.9576 - 667ms/epoch - 5ms/step
Epoch 3482/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9779 - val_loss: 0.2130 - val_auc: 0.9622 - 608ms/epoch - 5ms/step
Epoch 3483/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9766 - val_loss: 0.2212 - val_auc: 0.9615 - 606ms/epoch - 5ms/step
Epoch 3484/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9776 - val_loss: 0.2261 - val_auc: 0.9572 - 600ms/epoch - 5ms/step
Epoch 3485/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9769 - val_loss: 0.2294 - val_auc: 0.9610 - 602ms/epoch - 5ms/step
Epoch 3486/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9755 - val_loss: 0.2113 - val_auc: 0.9671 - 592ms/epoch - 5ms/step
Epoch 3487/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9753 - val_loss: 0.2389 - val_auc: 0.9636 - 599ms/epoch - 5ms/step
Epoch 3488/5000
124/124 - 1s - loss: 0.1956 - auc: 0.9751 - val_loss: 0.2319 - val_auc: 0.9564 - 595ms/epoch - 5ms/step
Epoch 3489/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9768 - val_loss: 0.2322 - val_auc: 0.9648 - 594ms/epoch - 5ms/step
Epoch 3490/5000
124/124 - 1s - loss: 0.1970 - auc: 0.9739 - val_loss: 0.2178 - val_auc: 0.9636 - 602ms/epoch - 5ms/step
Epoch 3491/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9750 - val_loss: 0.2015 - val_auc: 0.9698 - 609ms/epoch - 5ms/step
Epoch 3492/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9776 - val_loss: 0.2201 - val_auc: 0.9619 - 608ms/epoch - 5ms/step
Epoch 3493/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9769 - val_loss: 0.2192 - val_auc: 0.9637 - 655ms/epoch - 5ms/step
Epoch 3494/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9769 - val_loss: 0.2038 - val_auc: 0.9682 - 541ms/epoch - 4ms/step
Epoch 3495/5000
124/124 - 1s - loss: 0.1817 - auc: 0.9794 - val_loss: 0.1961 - val_auc: 0.9693 - 597ms/epoch - 5ms/step
Epoch 3496/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9766 - val_loss: 0.2438 - val_auc: 0.9685 - 595ms/epoch - 5ms/step
Epoch 3497/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9789 - val_loss: 0.2142 - val_auc: 0.9613 - 600ms/epoch - 5ms/step
Epoch 3498/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9782 - val_loss: 0.2061 - val_auc: 0.9675 - 663ms/epoch - 5ms/step
Epoch 3499/5000
124/124 - 1s - loss: 0.1804 - auc: 0.9794 - val_loss: 0.2199 - val_auc: 0.9630 - 593ms/epoch - 5ms/step
Epoch 3500/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9757 - val_loss: 0.2180 - val_auc: 0.9615 - 544ms/epoch - 4ms/step
Epoch 3501/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9756 - val_loss: 0.2101 - val_auc: 0.9657 - 545ms/epoch - 4ms/step
Epoch 3502/5000
124/124 - 1s - loss: 0.1969 - auc: 0.9739 - val_loss: 0.2304 - val_auc: 0.9575 - 594ms/epoch - 5ms/step
Epoch 3503/5000
124/124 - 1s - loss: 0.2015 - auc: 0.9733 - val_loss: 0.2157 - val_auc: 0.9655 - 598ms/epoch - 5ms/step
Epoch 3504/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9761 - val_loss: 0.2160 - val_auc: 0.9626 - 656ms/epoch - 5ms/step
Epoch 3505/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9776 - val_loss: 0.2000 - val_auc: 0.9692 - 601ms/epoch - 5ms/step
Epoch 3506/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9763 - val_loss: 0.2146 - val_auc: 0.9638 - 600ms/epoch - 5ms/step
Epoch 3507/5000
124/124 - 1s - loss: 0.1819 - auc: 0.9789 - val_loss: 0.2069 - val_auc: 0.9671 - 609ms/epoch - 5ms/step
Epoch 3508/5000
124/124 - 1s - loss: 0.1838 - auc: 0.9784 - val_loss: 0.2111 - val_auc: 0.9651 - 615ms/epoch - 5ms/step
Epoch 3509/5000
124/124 - 1s - loss: 0.1827 - auc: 0.9788 - val_loss: 0.2036 - val_auc: 0.9668 - 604ms/epoch - 5ms/step
Epoch 3510/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9749 - val_loss: 0.2100 - val_auc: 0.9662 - 598ms/epoch - 5ms/step
Epoch 3511/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9770 - val_loss: 0.2084 - val_auc: 0.9664 - 601ms/epoch - 5ms/step
Epoch 3512/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9758 - val_loss: 0.2292 - val_auc: 0.9615 - 660ms/epoch - 5ms/step
Epoch 3513/5000
124/124 - 1s - loss: 0.1965 - auc: 0.9738 - val_loss: 0.2224 - val_auc: 0.9590 - 601ms/epoch - 5ms/step
Epoch 3514/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9779 - val_loss: 0.2151 - val_auc: 0.9643 - 616ms/epoch - 5ms/step
Epoch 3515/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9765 - val_loss: 0.2521 - val_auc: 0.9619 - 600ms/epoch - 5ms/step
Epoch 3516/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9784 - val_loss: 0.2107 - val_auc: 0.9651 - 598ms/epoch - 5ms/step
Epoch 3517/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9783 - val_loss: 0.2383 - val_auc: 0.9589 - 596ms/epoch - 5ms/step
Epoch 3518/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9753 - val_loss: 0.2104 - val_auc: 0.9678 - 597ms/epoch - 5ms/step
Epoch 3519/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9764 - val_loss: 0.2214 - val_auc: 0.9616 - 597ms/epoch - 5ms/step
Epoch 3520/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9765 - val_loss: 0.2147 - val_auc: 0.9655 - 599ms/epoch - 5ms/step
Epoch 3521/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9777 - val_loss: 0.1967 - val_auc: 0.9699 - 600ms/epoch - 5ms/step
Epoch 3522/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9745 - val_loss: 0.2037 - val_auc: 0.9665 - 601ms/epoch - 5ms/step
Epoch 3523/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9770 - val_loss: 0.2061 - val_auc: 0.9667 - 599ms/epoch - 5ms/step
Epoch 3524/5000
124/124 - 1s - loss: 0.1852 - auc: 0.9779 - val_loss: 0.2088 - val_auc: 0.9688 - 600ms/epoch - 5ms/step
Epoch 3525/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9777 - val_loss: 0.2212 - val_auc: 0.9601 - 592ms/epoch - 5ms/step
Epoch 3526/5000
124/124 - 1s - loss: 0.2011 - auc: 0.9730 - val_loss: 0.2171 - val_auc: 0.9628 - 604ms/epoch - 5ms/step
Epoch 3527/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9766 - val_loss: 0.2478 - val_auc: 0.9591 - 659ms/epoch - 5ms/step
Epoch 3528/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9776 - val_loss: 0.2020 - val_auc: 0.9679 - 607ms/epoch - 5ms/step
Epoch 3529/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9778 - val_loss: 0.2126 - val_auc: 0.9688 - 600ms/epoch - 5ms/step
Epoch 3530/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9764 - val_loss: 0.2145 - val_auc: 0.9660 - 605ms/epoch - 5ms/step
Epoch 3531/5000
124/124 - 1s - loss: 0.1822 - auc: 0.9791 - val_loss: 0.2446 - val_auc: 0.9637 - 610ms/epoch - 5ms/step
Epoch 3532/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9776 - val_loss: 0.2137 - val_auc: 0.9646 - 602ms/epoch - 5ms/step
Epoch 3533/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9774 - val_loss: 0.2235 - val_auc: 0.9620 - 615ms/epoch - 5ms/step
Epoch 3534/5000
124/124 - 1s - loss: 0.1989 - auc: 0.9749 - val_loss: 0.2266 - val_auc: 0.9592 - 644ms/epoch - 5ms/step
Epoch 3535/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9785 - val_loss: 0.2068 - val_auc: 0.9674 - 553ms/epoch - 4ms/step
Epoch 3536/5000
124/124 - 1s - loss: 0.1805 - auc: 0.9800 - val_loss: 0.2380 - val_auc: 0.9606 - 603ms/epoch - 5ms/step
Epoch 3537/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9763 - val_loss: 0.2359 - val_auc: 0.9650 - 597ms/epoch - 5ms/step
Epoch 3538/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9749 - val_loss: 0.2042 - val_auc: 0.9659 - 602ms/epoch - 5ms/step
Epoch 3539/5000
124/124 - 1s - loss: 0.1852 - auc: 0.9781 - val_loss: 0.2033 - val_auc: 0.9662 - 611ms/epoch - 5ms/step
Epoch 3540/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9780 - val_loss: 0.2044 - val_auc: 0.9675 - 607ms/epoch - 5ms/step
Epoch 3541/5000
124/124 - 1s - loss: 0.1808 - auc: 0.9793 - val_loss: 0.2152 - val_auc: 0.9641 - 610ms/epoch - 5ms/step
Epoch 3542/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9783 - val_loss: 0.2130 - val_auc: 0.9665 - 600ms/epoch - 5ms/step
Epoch 3543/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9770 - val_loss: 0.2580 - val_auc: 0.9587 - 668ms/epoch - 5ms/step
Epoch 3544/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9772 - val_loss: 0.2281 - val_auc: 0.9623 - 625ms/epoch - 5ms/step
Epoch 3545/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9777 - val_loss: 0.2123 - val_auc: 0.9618 - 685ms/epoch - 6ms/step
Epoch 3546/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9762 - val_loss: 0.2082 - val_auc: 0.9668 - 671ms/epoch - 5ms/step
Epoch 3547/5000
124/124 - 1s - loss: 0.1818 - auc: 0.9787 - val_loss: 0.2002 - val_auc: 0.9678 - 627ms/epoch - 5ms/step
Epoch 3548/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9773 - val_loss: 0.2064 - val_auc: 0.9654 - 680ms/epoch - 5ms/step
Epoch 3549/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9779 - val_loss: 0.2220 - val_auc: 0.9594 - 613ms/epoch - 5ms/step
Epoch 3550/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9780 - val_loss: 0.2076 - val_auc: 0.9685 - 610ms/epoch - 5ms/step
Epoch 3551/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9779 - val_loss: 0.2057 - val_auc: 0.9652 - 663ms/epoch - 5ms/step
Epoch 3552/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9737 - val_loss: 0.2090 - val_auc: 0.9677 - 616ms/epoch - 5ms/step
Epoch 3553/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9761 - val_loss: 0.2388 - val_auc: 0.9577 - 668ms/epoch - 5ms/step
Epoch 3554/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9759 - val_loss: 0.2059 - val_auc: 0.9674 - 616ms/epoch - 5ms/step
Epoch 3555/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9779 - val_loss: 0.2244 - val_auc: 0.9656 - 611ms/epoch - 5ms/step
Epoch 3556/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9773 - val_loss: 0.2274 - val_auc: 0.9576 - 601ms/epoch - 5ms/step
Epoch 3557/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9772 - val_loss: 0.2183 - val_auc: 0.9621 - 600ms/epoch - 5ms/step
Epoch 3558/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9762 - val_loss: 0.2096 - val_auc: 0.9677 - 667ms/epoch - 5ms/step
Epoch 3559/5000
124/124 - 1s - loss: 0.1784 - auc: 0.9800 - val_loss: 0.1987 - val_auc: 0.9692 - 609ms/epoch - 5ms/step
Epoch 3560/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9780 - val_loss: 0.2069 - val_auc: 0.9688 - 621ms/epoch - 5ms/step
Epoch 3561/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9753 - val_loss: 0.2168 - val_auc: 0.9675 - 595ms/epoch - 5ms/step
Epoch 3562/5000
124/124 - 1s - loss: 0.1843 - auc: 0.9785 - val_loss: 0.2258 - val_auc: 0.9607 - 660ms/epoch - 5ms/step
Epoch 3563/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9748 - val_loss: 0.2118 - val_auc: 0.9673 - 607ms/epoch - 5ms/step
Epoch 3564/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9778 - val_loss: 0.2034 - val_auc: 0.9683 - 601ms/epoch - 5ms/step
Epoch 3565/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9771 - val_loss: 0.2171 - val_auc: 0.9637 - 600ms/epoch - 5ms/step
Epoch 3566/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9783 - val_loss: 0.2219 - val_auc: 0.9616 - 607ms/epoch - 5ms/step
Epoch 3567/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9768 - val_loss: 0.2054 - val_auc: 0.9657 - 601ms/epoch - 5ms/step
Epoch 3568/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9749 - val_loss: 0.2023 - val_auc: 0.9697 - 610ms/epoch - 5ms/step
Epoch 3569/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9768 - val_loss: 0.2117 - val_auc: 0.9633 - 659ms/epoch - 5ms/step
Epoch 3570/5000
124/124 - 1s - loss: 0.2034 - auc: 0.9717 - val_loss: 0.2965 - val_auc: 0.9587 - 596ms/epoch - 5ms/step
Epoch 3571/5000
124/124 - 1s - loss: 0.2008 - auc: 0.9734 - val_loss: 0.2151 - val_auc: 0.9640 - 542ms/epoch - 4ms/step
Epoch 3572/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9776 - val_loss: 0.2467 - val_auc: 0.9633 - 595ms/epoch - 5ms/step
Epoch 3573/5000
124/124 - 1s - loss: 0.1849 - auc: 0.9777 - val_loss: 0.2538 - val_auc: 0.9667 - 664ms/epoch - 5ms/step
Epoch 3574/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9764 - val_loss: 0.2132 - val_auc: 0.9663 - 610ms/epoch - 5ms/step
Epoch 3575/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9766 - val_loss: 0.2093 - val_auc: 0.9643 - 614ms/epoch - 5ms/step
Epoch 3576/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9758 - val_loss: 0.2111 - val_auc: 0.9655 - 672ms/epoch - 5ms/step
Epoch 3577/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9780 - val_loss: 0.2371 - val_auc: 0.9625 - 626ms/epoch - 5ms/step
Epoch 3578/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9777 - val_loss: 0.2120 - val_auc: 0.9687 - 606ms/epoch - 5ms/step
Epoch 3579/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9777 - val_loss: 0.2144 - val_auc: 0.9667 - 610ms/epoch - 5ms/step
Epoch 3580/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9768 - val_loss: 0.2051 - val_auc: 0.9671 - 592ms/epoch - 5ms/step
Epoch 3581/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9770 - val_loss: 0.2058 - val_auc: 0.9681 - 541ms/epoch - 4ms/step
Epoch 3582/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9755 - val_loss: 0.2271 - val_auc: 0.9661 - 591ms/epoch - 5ms/step
Epoch 3583/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9763 - val_loss: 0.2184 - val_auc: 0.9631 - 654ms/epoch - 5ms/step
Epoch 3584/5000
124/124 - 1s - loss: 0.1826 - auc: 0.9792 - val_loss: 0.2054 - val_auc: 0.9693 - 605ms/epoch - 5ms/step
Epoch 3585/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9770 - val_loss: 0.2166 - val_auc: 0.9656 - 606ms/epoch - 5ms/step
Epoch 3586/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9768 - val_loss: 0.2422 - val_auc: 0.9559 - 608ms/epoch - 5ms/step
Epoch 3587/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9759 - val_loss: 0.2071 - val_auc: 0.9674 - 617ms/epoch - 5ms/step
Epoch 3588/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9758 - val_loss: 0.2074 - val_auc: 0.9683 - 625ms/epoch - 5ms/step
Epoch 3589/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9774 - val_loss: 0.2062 - val_auc: 0.9664 - 677ms/epoch - 5ms/step
Epoch 3590/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9785 - val_loss: 0.2141 - val_auc: 0.9605 - 615ms/epoch - 5ms/step
Epoch 3591/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9775 - val_loss: 0.2087 - val_auc: 0.9649 - 628ms/epoch - 5ms/step
Epoch 3592/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9769 - val_loss: 0.2150 - val_auc: 0.9612 - 659ms/epoch - 5ms/step
Epoch 3593/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9777 - val_loss: 0.2205 - val_auc: 0.9597 - 618ms/epoch - 5ms/step
Epoch 3594/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9773 - val_loss: 0.2175 - val_auc: 0.9639 - 685ms/epoch - 6ms/step
Epoch 3595/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9766 - val_loss: 0.2156 - val_auc: 0.9609 - 616ms/epoch - 5ms/step
Epoch 3596/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9754 - val_loss: 0.2069 - val_auc: 0.9645 - 664ms/epoch - 5ms/step
Epoch 3597/5000
124/124 - 1s - loss: 0.1981 - auc: 0.9752 - val_loss: 0.2388 - val_auc: 0.9638 - 606ms/epoch - 5ms/step
Epoch 3598/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9752 - val_loss: 0.2217 - val_auc: 0.9636 - 603ms/epoch - 5ms/step
Epoch 3599/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9775 - val_loss: 0.2489 - val_auc: 0.9624 - 613ms/epoch - 5ms/step
Epoch 3600/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9761 - val_loss: 0.2034 - val_auc: 0.9671 - 659ms/epoch - 5ms/step
Epoch 3601/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9784 - val_loss: 0.2330 - val_auc: 0.9602 - 598ms/epoch - 5ms/step
Epoch 3602/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9773 - val_loss: 0.2129 - val_auc: 0.9631 - 603ms/epoch - 5ms/step
Epoch 3603/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9774 - val_loss: 0.2071 - val_auc: 0.9664 - 598ms/epoch - 5ms/step
Epoch 3604/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9779 - val_loss: 0.2068 - val_auc: 0.9665 - 701ms/epoch - 6ms/step
Epoch 3605/5000
124/124 - 1s - loss: 0.1817 - auc: 0.9788 - val_loss: 0.2362 - val_auc: 0.9617 - 612ms/epoch - 5ms/step
Epoch 3606/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9747 - val_loss: 0.2157 - val_auc: 0.9626 - 694ms/epoch - 6ms/step
Epoch 3607/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9782 - val_loss: 0.2102 - val_auc: 0.9656 - 790ms/epoch - 6ms/step
Epoch 3608/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9768 - val_loss: 0.2046 - val_auc: 0.9656 - 717ms/epoch - 6ms/step
Epoch 3609/5000
124/124 - 1s - loss: 0.1834 - auc: 0.9786 - val_loss: 0.2205 - val_auc: 0.9680 - 600ms/epoch - 5ms/step
Epoch 3610/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9780 - val_loss: 0.2338 - val_auc: 0.9549 - 669ms/epoch - 5ms/step
Epoch 3611/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9767 - val_loss: 0.2156 - val_auc: 0.9623 - 597ms/epoch - 5ms/step
Epoch 3612/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9781 - val_loss: 0.2068 - val_auc: 0.9662 - 548ms/epoch - 4ms/step
Epoch 3613/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9774 - val_loss: 0.2151 - val_auc: 0.9658 - 539ms/epoch - 4ms/step
Epoch 3614/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9767 - val_loss: 0.2321 - val_auc: 0.9599 - 590ms/epoch - 5ms/step
Epoch 3615/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9745 - val_loss: 0.2299 - val_auc: 0.9580 - 589ms/epoch - 5ms/step
Epoch 3616/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9765 - val_loss: 0.2089 - val_auc: 0.9658 - 598ms/epoch - 5ms/step
Epoch 3617/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9749 - val_loss: 0.2264 - val_auc: 0.9643 - 592ms/epoch - 5ms/step
Epoch 3618/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9761 - val_loss: 0.2106 - val_auc: 0.9650 - 595ms/epoch - 5ms/step
Epoch 3619/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9770 - val_loss: 0.2267 - val_auc: 0.9666 - 596ms/epoch - 5ms/step
Epoch 3620/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9733 - val_loss: 0.2643 - val_auc: 0.9573 - 601ms/epoch - 5ms/step
Epoch 3621/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9751 - val_loss: 0.2306 - val_auc: 0.9550 - 601ms/epoch - 5ms/step
Epoch 3622/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9763 - val_loss: 0.2147 - val_auc: 0.9650 - 601ms/epoch - 5ms/step
Epoch 3623/5000
124/124 - 1s - loss: 0.1838 - auc: 0.9785 - val_loss: 0.2111 - val_auc: 0.9653 - 594ms/epoch - 5ms/step
Epoch 3624/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9765 - val_loss: 0.2399 - val_auc: 0.9563 - 599ms/epoch - 5ms/step
Epoch 3625/5000
124/124 - 1s - loss: 0.1958 - auc: 0.9747 - val_loss: 0.2061 - val_auc: 0.9651 - 595ms/epoch - 5ms/step
Epoch 3626/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9771 - val_loss: 0.2038 - val_auc: 0.9684 - 596ms/epoch - 5ms/step
Epoch 3627/5000
124/124 - 1s - loss: 0.1826 - auc: 0.9779 - val_loss: 0.2295 - val_auc: 0.9569 - 607ms/epoch - 5ms/step
Epoch 3628/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9767 - val_loss: 0.2063 - val_auc: 0.9676 - 599ms/epoch - 5ms/step
Epoch 3629/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9757 - val_loss: 0.2105 - val_auc: 0.9632 - 600ms/epoch - 5ms/step
Epoch 3630/5000
124/124 - 1s - loss: 0.1822 - auc: 0.9785 - val_loss: 0.2036 - val_auc: 0.9650 - 596ms/epoch - 5ms/step
Epoch 3631/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9766 - val_loss: 0.2133 - val_auc: 0.9631 - 598ms/epoch - 5ms/step
Epoch 3632/5000
124/124 - 1s - loss: 0.1952 - auc: 0.9746 - val_loss: 0.2110 - val_auc: 0.9647 - 588ms/epoch - 5ms/step
Epoch 3633/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9790 - val_loss: 0.2054 - val_auc: 0.9669 - 593ms/epoch - 5ms/step
Epoch 3634/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9764 - val_loss: 0.2180 - val_auc: 0.9630 - 587ms/epoch - 5ms/step
Epoch 3635/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9779 - val_loss: 0.2186 - val_auc: 0.9651 - 544ms/epoch - 4ms/step
Epoch 3636/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9750 - val_loss: 0.2172 - val_auc: 0.9629 - 650ms/epoch - 5ms/step
Epoch 3637/5000
124/124 - 1s - loss: 0.1945 - auc: 0.9759 - val_loss: 0.2047 - val_auc: 0.9667 - 609ms/epoch - 5ms/step
Epoch 3638/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9780 - val_loss: 0.2468 - val_auc: 0.9636 - 609ms/epoch - 5ms/step
Epoch 3639/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9766 - val_loss: 0.2269 - val_auc: 0.9663 - 609ms/epoch - 5ms/step
Epoch 3640/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9783 - val_loss: 0.2035 - val_auc: 0.9672 - 610ms/epoch - 5ms/step
Epoch 3641/5000
124/124 - 1s - loss: 0.2049 - auc: 0.9713 - val_loss: 0.2364 - val_auc: 0.9683 - 663ms/epoch - 5ms/step
Epoch 3642/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9789 - val_loss: 0.2196 - val_auc: 0.9646 - 611ms/epoch - 5ms/step
Epoch 3643/5000
124/124 - 1s - loss: 0.1827 - auc: 0.9792 - val_loss: 0.2127 - val_auc: 0.9627 - 681ms/epoch - 5ms/step
Epoch 3644/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9755 - val_loss: 0.2188 - val_auc: 0.9688 - 617ms/epoch - 5ms/step
Epoch 3645/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9769 - val_loss: 0.2055 - val_auc: 0.9672 - 669ms/epoch - 5ms/step
Epoch 3646/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9763 - val_loss: 0.2395 - val_auc: 0.9521 - 609ms/epoch - 5ms/step
Epoch 3647/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9776 - val_loss: 0.2456 - val_auc: 0.9595 - 609ms/epoch - 5ms/step
Epoch 3648/5000
124/124 - 1s - loss: 0.1840 - auc: 0.9783 - val_loss: 0.2006 - val_auc: 0.9703 - 604ms/epoch - 5ms/step
Epoch 3649/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9765 - val_loss: 0.2412 - val_auc: 0.9630 - 614ms/epoch - 5ms/step
Epoch 3650/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9763 - val_loss: 0.2430 - val_auc: 0.9634 - 662ms/epoch - 5ms/step
Epoch 3651/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9773 - val_loss: 0.2251 - val_auc: 0.9589 - 607ms/epoch - 5ms/step
Epoch 3652/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9770 - val_loss: 0.2277 - val_auc: 0.9637 - 601ms/epoch - 5ms/step
Epoch 3653/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9769 - val_loss: 0.2143 - val_auc: 0.9598 - 609ms/epoch - 5ms/step
Epoch 3654/5000
124/124 - 1s - loss: 0.1826 - auc: 0.9782 - val_loss: 0.2084 - val_auc: 0.9648 - 599ms/epoch - 5ms/step
Epoch 3655/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9777 - val_loss: 0.2372 - val_auc: 0.9639 - 607ms/epoch - 5ms/step
Epoch 3656/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9769 - val_loss: 0.2054 - val_auc: 0.9660 - 650ms/epoch - 5ms/step
Epoch 3657/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9757 - val_loss: 0.2170 - val_auc: 0.9621 - 598ms/epoch - 5ms/step
Epoch 3658/5000
124/124 - 1s - loss: 0.1952 - auc: 0.9751 - val_loss: 0.2134 - val_auc: 0.9665 - 553ms/epoch - 4ms/step
Epoch 3659/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9763 - val_loss: 0.2078 - val_auc: 0.9677 - 644ms/epoch - 5ms/step
Epoch 3660/5000
124/124 - 1s - loss: 0.1810 - auc: 0.9784 - val_loss: 0.1956 - val_auc: 0.9712 - 605ms/epoch - 5ms/step
Epoch 3661/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9777 - val_loss: 0.2078 - val_auc: 0.9653 - 602ms/epoch - 5ms/step
Epoch 3662/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9779 - val_loss: 0.2158 - val_auc: 0.9677 - 598ms/epoch - 5ms/step
Epoch 3663/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9781 - val_loss: 0.2686 - val_auc: 0.9585 - 592ms/epoch - 5ms/step
Epoch 3664/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9762 - val_loss: 0.2160 - val_auc: 0.9617 - 541ms/epoch - 4ms/step
Epoch 3665/5000
124/124 - 1s - loss: 0.1977 - auc: 0.9744 - val_loss: 0.2212 - val_auc: 0.9637 - 587ms/epoch - 5ms/step
Epoch 3666/5000
124/124 - 1s - loss: 0.1960 - auc: 0.9743 - val_loss: 0.2055 - val_auc: 0.9666 - 598ms/epoch - 5ms/step
Epoch 3667/5000
124/124 - 1s - loss: 0.1832 - auc: 0.9779 - val_loss: 0.2128 - val_auc: 0.9652 - 659ms/epoch - 5ms/step
Epoch 3668/5000
124/124 - 1s - loss: 0.2053 - auc: 0.9704 - val_loss: 0.2102 - val_auc: 0.9633 - 610ms/epoch - 5ms/step
Epoch 3669/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9765 - val_loss: 0.2576 - val_auc: 0.9622 - 604ms/epoch - 5ms/step
Epoch 3670/5000
124/124 - 1s - loss: 0.1826 - auc: 0.9792 - val_loss: 0.2137 - val_auc: 0.9703 - 598ms/epoch - 5ms/step
Epoch 3671/5000
124/124 - 1s - loss: 0.1796 - auc: 0.9794 - val_loss: 0.2246 - val_auc: 0.9693 - 606ms/epoch - 5ms/step
Epoch 3672/5000
124/124 - 1s - loss: 0.1788 - auc: 0.9794 - val_loss: 0.2070 - val_auc: 0.9660 - 607ms/epoch - 5ms/step
Epoch 3673/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9774 - val_loss: 0.2102 - val_auc: 0.9672 - 665ms/epoch - 5ms/step
Epoch 3674/5000
124/124 - 1s - loss: 0.1830 - auc: 0.9784 - val_loss: 0.1958 - val_auc: 0.9706 - 601ms/epoch - 5ms/step
Epoch 3675/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9771 - val_loss: 0.2052 - val_auc: 0.9680 - 597ms/epoch - 5ms/step
Epoch 3676/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9772 - val_loss: 0.2007 - val_auc: 0.9678 - 609ms/epoch - 5ms/step
Epoch 3677/5000
124/124 - 1s - loss: 0.1849 - auc: 0.9778 - val_loss: 0.2103 - val_auc: 0.9647 - 597ms/epoch - 5ms/step
Epoch 3678/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9771 - val_loss: 0.2237 - val_auc: 0.9577 - 595ms/epoch - 5ms/step
Epoch 3679/5000
124/124 - 1s - loss: 0.2008 - auc: 0.9739 - val_loss: 0.2285 - val_auc: 0.9598 - 643ms/epoch - 5ms/step
Epoch 3680/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9756 - val_loss: 0.2091 - val_auc: 0.9673 - 544ms/epoch - 4ms/step
Epoch 3681/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9781 - val_loss: 0.2084 - val_auc: 0.9695 - 591ms/epoch - 5ms/step
Epoch 3682/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9782 - val_loss: 0.2035 - val_auc: 0.9670 - 540ms/epoch - 4ms/step
Epoch 3683/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9751 - val_loss: 0.1998 - val_auc: 0.9698 - 595ms/epoch - 5ms/step
Epoch 3684/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9775 - val_loss: 0.2072 - val_auc: 0.9632 - 659ms/epoch - 5ms/step
Epoch 3685/5000
124/124 - 1s - loss: 0.2003 - auc: 0.9721 - val_loss: 0.2282 - val_auc: 0.9667 - 608ms/epoch - 5ms/step
Epoch 3686/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9774 - val_loss: 0.2061 - val_auc: 0.9662 - 601ms/epoch - 5ms/step
Epoch 3687/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9774 - val_loss: 0.2539 - val_auc: 0.9630 - 606ms/epoch - 5ms/step
Epoch 3688/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9774 - val_loss: 0.3130 - val_auc: 0.9563 - 593ms/epoch - 5ms/step
Epoch 3689/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9758 - val_loss: 0.2075 - val_auc: 0.9663 - 604ms/epoch - 5ms/step
Epoch 3690/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9765 - val_loss: 0.2109 - val_auc: 0.9630 - 594ms/epoch - 5ms/step
Epoch 3691/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9772 - val_loss: 0.2238 - val_auc: 0.9654 - 594ms/epoch - 5ms/step
Epoch 3692/5000
124/124 - 1s - loss: 0.1968 - auc: 0.9749 - val_loss: 0.2221 - val_auc: 0.9599 - 609ms/epoch - 5ms/step
Epoch 3693/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9779 - val_loss: 0.2037 - val_auc: 0.9688 - 595ms/epoch - 5ms/step
Epoch 3694/5000
124/124 - 1s - loss: 0.1829 - auc: 0.9789 - val_loss: 0.2547 - val_auc: 0.9618 - 593ms/epoch - 5ms/step
Epoch 3695/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9760 - val_loss: 0.2253 - val_auc: 0.9677 - 597ms/epoch - 5ms/step
Epoch 3696/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9748 - val_loss: 0.1991 - val_auc: 0.9702 - 591ms/epoch - 5ms/step
Epoch 3697/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9762 - val_loss: 0.2198 - val_auc: 0.9687 - 590ms/epoch - 5ms/step
Epoch 3698/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9752 - val_loss: 0.2275 - val_auc: 0.9608 - 603ms/epoch - 5ms/step
Epoch 3699/5000
124/124 - 1s - loss: 0.1813 - auc: 0.9787 - val_loss: 0.2197 - val_auc: 0.9604 - 593ms/epoch - 5ms/step
Epoch 3700/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9747 - val_loss: 0.2101 - val_auc: 0.9630 - 596ms/epoch - 5ms/step
Epoch 3701/5000
124/124 - 1s - loss: 0.1793 - auc: 0.9790 - val_loss: 0.2297 - val_auc: 0.9617 - 600ms/epoch - 5ms/step
Epoch 3702/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9774 - val_loss: 0.2025 - val_auc: 0.9691 - 601ms/epoch - 5ms/step
Epoch 3703/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9771 - val_loss: 0.2050 - val_auc: 0.9687 - 594ms/epoch - 5ms/step
Epoch 3704/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9776 - val_loss: 0.2056 - val_auc: 0.9675 - 597ms/epoch - 5ms/step
Epoch 3705/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9782 - val_loss: 0.2241 - val_auc: 0.9666 - 592ms/epoch - 5ms/step
Epoch 3706/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9781 - val_loss: 0.2153 - val_auc: 0.9668 - 540ms/epoch - 4ms/step
Epoch 3707/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9771 - val_loss: 0.2069 - val_auc: 0.9678 - 606ms/epoch - 5ms/step
Epoch 3708/5000
124/124 - 1s - loss: 0.1802 - auc: 0.9790 - val_loss: 0.2056 - val_auc: 0.9666 - 592ms/epoch - 5ms/step
Epoch 3709/5000
124/124 - 1s - loss: 0.1794 - auc: 0.9785 - val_loss: 0.2158 - val_auc: 0.9626 - 668ms/epoch - 5ms/step
Epoch 3710/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9764 - val_loss: 0.2311 - val_auc: 0.9629 - 598ms/epoch - 5ms/step
Epoch 3711/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9746 - val_loss: 0.2157 - val_auc: 0.9672 - 596ms/epoch - 5ms/step
Epoch 3712/5000
124/124 - 1s - loss: 0.1994 - auc: 0.9738 - val_loss: 0.2440 - val_auc: 0.9609 - 603ms/epoch - 5ms/step
Epoch 3713/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9778 - val_loss: 0.2078 - val_auc: 0.9655 - 596ms/epoch - 5ms/step
Epoch 3714/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9781 - val_loss: 0.2177 - val_auc: 0.9648 - 594ms/epoch - 5ms/step
Epoch 3715/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9771 - val_loss: 0.2135 - val_auc: 0.9664 - 598ms/epoch - 5ms/step
Epoch 3716/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9784 - val_loss: 0.2179 - val_auc: 0.9624 - 589ms/epoch - 5ms/step
Epoch 3717/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9777 - val_loss: 0.2151 - val_auc: 0.9651 - 597ms/epoch - 5ms/step
Epoch 3718/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9768 - val_loss: 0.2197 - val_auc: 0.9580 - 596ms/epoch - 5ms/step
Epoch 3719/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9770 - val_loss: 0.2126 - val_auc: 0.9653 - 594ms/epoch - 5ms/step
Epoch 3720/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9765 - val_loss: 0.2085 - val_auc: 0.9667 - 601ms/epoch - 5ms/step
Epoch 3721/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9766 - val_loss: 0.2073 - val_auc: 0.9670 - 543ms/epoch - 4ms/step
Epoch 3722/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9769 - val_loss: 0.2106 - val_auc: 0.9660 - 542ms/epoch - 4ms/step
Epoch 3723/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9759 - val_loss: 0.2108 - val_auc: 0.9657 - 591ms/epoch - 5ms/step
Epoch 3724/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9774 - val_loss: 0.2443 - val_auc: 0.9571 - 599ms/epoch - 5ms/step
Epoch 3725/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9778 - val_loss: 0.2124 - val_auc: 0.9643 - 592ms/epoch - 5ms/step
Epoch 3726/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9756 - val_loss: 0.2098 - val_auc: 0.9649 - 607ms/epoch - 5ms/step
Epoch 3727/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9762 - val_loss: 0.2128 - val_auc: 0.9649 - 607ms/epoch - 5ms/step
Epoch 3728/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9775 - val_loss: 0.2030 - val_auc: 0.9700 - 589ms/epoch - 5ms/step
Epoch 3729/5000
124/124 - 1s - loss: 0.1824 - auc: 0.9782 - val_loss: 0.2055 - val_auc: 0.9684 - 598ms/epoch - 5ms/step
Epoch 3730/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9780 - val_loss: 0.2056 - val_auc: 0.9697 - 602ms/epoch - 5ms/step
Epoch 3731/5000
124/124 - 1s - loss: 0.1843 - auc: 0.9786 - val_loss: 0.2280 - val_auc: 0.9638 - 598ms/epoch - 5ms/step
Epoch 3732/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9770 - val_loss: 0.2117 - val_auc: 0.9645 - 651ms/epoch - 5ms/step
Epoch 3733/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9776 - val_loss: 0.2047 - val_auc: 0.9689 - 547ms/epoch - 4ms/step
Epoch 3734/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9765 - val_loss: 0.2180 - val_auc: 0.9634 - 583ms/epoch - 5ms/step
Epoch 3735/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9759 - val_loss: 0.2113 - val_auc: 0.9663 - 604ms/epoch - 5ms/step
Epoch 3736/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9777 - val_loss: 0.2117 - val_auc: 0.9689 - 662ms/epoch - 5ms/step
Epoch 3737/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9768 - val_loss: 0.2547 - val_auc: 0.9628 - 607ms/epoch - 5ms/step
Epoch 3738/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9770 - val_loss: 0.2259 - val_auc: 0.9668 - 604ms/epoch - 5ms/step
Epoch 3739/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9766 - val_loss: 0.2187 - val_auc: 0.9640 - 611ms/epoch - 5ms/step
Epoch 3740/5000
124/124 - 1s - loss: 0.1816 - auc: 0.9785 - val_loss: 0.2194 - val_auc: 0.9644 - 610ms/epoch - 5ms/step
Epoch 3741/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9782 - val_loss: 0.2210 - val_auc: 0.9613 - 663ms/epoch - 5ms/step
Epoch 3742/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9771 - val_loss: 0.2024 - val_auc: 0.9702 - 623ms/epoch - 5ms/step
Epoch 3743/5000
124/124 - 1s - loss: 0.1825 - auc: 0.9780 - val_loss: 0.2417 - val_auc: 0.9599 - 669ms/epoch - 5ms/step
Epoch 3744/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9773 - val_loss: 0.2026 - val_auc: 0.9677 - 608ms/epoch - 5ms/step
Epoch 3745/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9763 - val_loss: 0.2243 - val_auc: 0.9582 - 608ms/epoch - 5ms/step
Epoch 3746/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9760 - val_loss: 0.2077 - val_auc: 0.9664 - 599ms/epoch - 5ms/step
Epoch 3747/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9754 - val_loss: 0.2090 - val_auc: 0.9665 - 600ms/epoch - 5ms/step
Epoch 3748/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9773 - val_loss: 0.2081 - val_auc: 0.9645 - 600ms/epoch - 5ms/step
Epoch 3749/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9765 - val_loss: 0.2100 - val_auc: 0.9637 - 602ms/epoch - 5ms/step
Epoch 3750/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9769 - val_loss: 0.2085 - val_auc: 0.9650 - 657ms/epoch - 5ms/step
Epoch 3751/5000
124/124 - 1s - loss: 0.1838 - auc: 0.9793 - val_loss: 0.2055 - val_auc: 0.9647 - 541ms/epoch - 4ms/step
Epoch 3752/5000
124/124 - 1s - loss: 0.1808 - auc: 0.9785 - val_loss: 0.2142 - val_auc: 0.9659 - 589ms/epoch - 5ms/step
Epoch 3753/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9770 - val_loss: 0.2075 - val_auc: 0.9651 - 590ms/epoch - 5ms/step
Epoch 3754/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9759 - val_loss: 0.2045 - val_auc: 0.9663 - 591ms/epoch - 5ms/step
Epoch 3755/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9754 - val_loss: 0.2051 - val_auc: 0.9671 - 596ms/epoch - 5ms/step
Epoch 3756/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9766 - val_loss: 0.2078 - val_auc: 0.9657 - 607ms/epoch - 5ms/step
Epoch 3757/5000
124/124 - 1s - loss: 0.1990 - auc: 0.9737 - val_loss: 0.2268 - val_auc: 0.9648 - 587ms/epoch - 5ms/step
Epoch 3758/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9749 - val_loss: 0.2068 - val_auc: 0.9691 - 594ms/epoch - 5ms/step
Epoch 3759/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9766 - val_loss: 0.2115 - val_auc: 0.9624 - 600ms/epoch - 5ms/step
Epoch 3760/5000
124/124 - 1s - loss: 0.1814 - auc: 0.9788 - val_loss: 0.2322 - val_auc: 0.9623 - 599ms/epoch - 5ms/step
Epoch 3761/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9769 - val_loss: 0.2455 - val_auc: 0.9621 - 596ms/epoch - 5ms/step
Epoch 3762/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9762 - val_loss: 0.2102 - val_auc: 0.9672 - 600ms/epoch - 5ms/step
Epoch 3763/5000
124/124 - 1s - loss: 0.1812 - auc: 0.9788 - val_loss: 0.2247 - val_auc: 0.9680 - 602ms/epoch - 5ms/step
Epoch 3764/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9766 - val_loss: 0.2065 - val_auc: 0.9646 - 597ms/epoch - 5ms/step
Epoch 3765/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9783 - val_loss: 0.2445 - val_auc: 0.9576 - 591ms/epoch - 5ms/step
Epoch 3766/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9771 - val_loss: 0.2050 - val_auc: 0.9677 - 595ms/epoch - 5ms/step
Epoch 3767/5000
124/124 - 1s - loss: 0.1813 - auc: 0.9786 - val_loss: 0.2129 - val_auc: 0.9650 - 592ms/epoch - 5ms/step
Epoch 3768/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9772 - val_loss: 0.2206 - val_auc: 0.9637 - 593ms/epoch - 5ms/step
Epoch 3769/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9782 - val_loss: 0.2459 - val_auc: 0.9611 - 601ms/epoch - 5ms/step
Epoch 3770/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9781 - val_loss: 0.2042 - val_auc: 0.9673 - 611ms/epoch - 5ms/step
Epoch 3771/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9775 - val_loss: 0.2146 - val_auc: 0.9633 - 608ms/epoch - 5ms/step
Epoch 3772/5000
124/124 - 1s - loss: 0.1820 - auc: 0.9793 - val_loss: 0.2186 - val_auc: 0.9663 - 669ms/epoch - 5ms/step
Epoch 3773/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9771 - val_loss: 0.2530 - val_auc: 0.9625 - 622ms/epoch - 5ms/step
Epoch 3774/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9777 - val_loss: 0.2052 - val_auc: 0.9658 - 610ms/epoch - 5ms/step
Epoch 3775/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9785 - val_loss: 0.2265 - val_auc: 0.9668 - 661ms/epoch - 5ms/step
Epoch 3776/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9770 - val_loss: 0.2170 - val_auc: 0.9636 - 598ms/epoch - 5ms/step
Epoch 3777/5000
124/124 - 1s - loss: 0.1817 - auc: 0.9798 - val_loss: 0.2039 - val_auc: 0.9689 - 538ms/epoch - 4ms/step
Epoch 3778/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9787 - val_loss: 0.2054 - val_auc: 0.9680 - 590ms/epoch - 5ms/step
Epoch 3779/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9763 - val_loss: 0.2237 - val_auc: 0.9594 - 590ms/epoch - 5ms/step
Epoch 3780/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9781 - val_loss: 0.2054 - val_auc: 0.9698 - 598ms/epoch - 5ms/step
Epoch 3781/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9754 - val_loss: 0.2030 - val_auc: 0.9676 - 598ms/epoch - 5ms/step
Epoch 3782/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9768 - val_loss: 0.2354 - val_auc: 0.9645 - 594ms/epoch - 5ms/step
Epoch 3783/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9760 - val_loss: 0.2231 - val_auc: 0.9686 - 597ms/epoch - 5ms/step
Epoch 3784/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9767 - val_loss: 0.2352 - val_auc: 0.9606 - 597ms/epoch - 5ms/step
Epoch 3785/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9773 - val_loss: 0.1980 - val_auc: 0.9686 - 601ms/epoch - 5ms/step
Epoch 3786/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9760 - val_loss: 0.2111 - val_auc: 0.9674 - 592ms/epoch - 5ms/step
Epoch 3787/5000
124/124 - 1s - loss: 0.1807 - auc: 0.9798 - val_loss: 0.2094 - val_auc: 0.9682 - 594ms/epoch - 5ms/step
Epoch 3788/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9761 - val_loss: 0.2252 - val_auc: 0.9694 - 596ms/epoch - 5ms/step
Epoch 3789/5000
124/124 - 1s - loss: 0.2118 - auc: 0.9711 - val_loss: 0.2493 - val_auc: 0.9500 - 597ms/epoch - 5ms/step
Epoch 3790/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9758 - val_loss: 0.2076 - val_auc: 0.9671 - 603ms/epoch - 5ms/step
Epoch 3791/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9775 - val_loss: 0.2133 - val_auc: 0.9631 - 603ms/epoch - 5ms/step
Epoch 3792/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9779 - val_loss: 0.2192 - val_auc: 0.9645 - 614ms/epoch - 5ms/step
Epoch 3793/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9782 - val_loss: 0.2034 - val_auc: 0.9675 - 600ms/epoch - 5ms/step
Epoch 3794/5000
124/124 - 1s - loss: 0.1816 - auc: 0.9794 - val_loss: 0.2065 - val_auc: 0.9662 - 590ms/epoch - 5ms/step
Epoch 3795/5000
124/124 - 1s - loss: 0.1808 - auc: 0.9797 - val_loss: 0.2105 - val_auc: 0.9632 - 594ms/epoch - 5ms/step
Epoch 3796/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9777 - val_loss: 0.2091 - val_auc: 0.9653 - 597ms/epoch - 5ms/step
Epoch 3797/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9763 - val_loss: 0.2221 - val_auc: 0.9628 - 597ms/epoch - 5ms/step
Epoch 3798/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9764 - val_loss: 0.2124 - val_auc: 0.9663 - 614ms/epoch - 5ms/step
Epoch 3799/5000
124/124 - 1s - loss: 0.1830 - auc: 0.9786 - val_loss: 0.2292 - val_auc: 0.9638 - 653ms/epoch - 5ms/step
Epoch 3800/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9775 - val_loss: 0.2145 - val_auc: 0.9638 - 604ms/epoch - 5ms/step
Epoch 3801/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9754 - val_loss: 0.2505 - val_auc: 0.9609 - 604ms/epoch - 5ms/step
Epoch 3802/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9766 - val_loss: 0.2001 - val_auc: 0.9685 - 695ms/epoch - 6ms/step
Epoch 3803/5000
124/124 - 1s - loss: 0.1825 - auc: 0.9781 - val_loss: 0.2041 - val_auc: 0.9675 - 599ms/epoch - 5ms/step
Epoch 3804/5000
124/124 - 1s - loss: 0.2008 - auc: 0.9728 - val_loss: 0.2021 - val_auc: 0.9690 - 790ms/epoch - 6ms/step
Epoch 3805/5000
124/124 - 1s - loss: 0.2005 - auc: 0.9739 - val_loss: 0.2164 - val_auc: 0.9625 - 800ms/epoch - 6ms/step
Epoch 3806/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9775 - val_loss: 0.2286 - val_auc: 0.9651 - 611ms/epoch - 5ms/step
Epoch 3807/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9786 - val_loss: 0.2105 - val_auc: 0.9673 - 611ms/epoch - 5ms/step
Epoch 3808/5000
124/124 - 1s - loss: 0.1820 - auc: 0.9785 - val_loss: 0.2096 - val_auc: 0.9677 - 601ms/epoch - 5ms/step
Epoch 3809/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9774 - val_loss: 0.2425 - val_auc: 0.9576 - 602ms/epoch - 5ms/step
Epoch 3810/5000
124/124 - 1s - loss: 0.1824 - auc: 0.9787 - val_loss: 0.2181 - val_auc: 0.9629 - 596ms/epoch - 5ms/step
Epoch 3811/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9777 - val_loss: 0.2034 - val_auc: 0.9680 - 598ms/epoch - 5ms/step
Epoch 3812/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9779 - val_loss: 0.2136 - val_auc: 0.9672 - 595ms/epoch - 5ms/step
Epoch 3813/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9769 - val_loss: 0.2209 - val_auc: 0.9661 - 597ms/epoch - 5ms/step
Epoch 3814/5000
124/124 - 1s - loss: 0.1961 - auc: 0.9744 - val_loss: 0.2316 - val_auc: 0.9591 - 599ms/epoch - 5ms/step
Epoch 3815/5000
124/124 - 1s - loss: 0.1829 - auc: 0.9785 - val_loss: 0.2094 - val_auc: 0.9636 - 599ms/epoch - 5ms/step
Epoch 3816/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9774 - val_loss: 0.2176 - val_auc: 0.9634 - 598ms/epoch - 5ms/step
Epoch 3817/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9765 - val_loss: 0.2579 - val_auc: 0.9602 - 595ms/epoch - 5ms/step
Epoch 3818/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9764 - val_loss: 0.2126 - val_auc: 0.9670 - 595ms/epoch - 5ms/step
Epoch 3819/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9765 - val_loss: 0.2010 - val_auc: 0.9675 - 598ms/epoch - 5ms/step
Epoch 3820/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9775 - val_loss: 0.2121 - val_auc: 0.9630 - 599ms/epoch - 5ms/step
Epoch 3821/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9763 - val_loss: 0.1961 - val_auc: 0.9710 - 595ms/epoch - 5ms/step
Epoch 3822/5000
124/124 - 1s - loss: 0.1800 - auc: 0.9791 - val_loss: 0.2145 - val_auc: 0.9628 - 599ms/epoch - 5ms/step
Epoch 3823/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9768 - val_loss: 0.2024 - val_auc: 0.9690 - 597ms/epoch - 5ms/step
Epoch 3824/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9786 - val_loss: 0.2192 - val_auc: 0.9650 - 609ms/epoch - 5ms/step
Epoch 3825/5000
124/124 - 1s - loss: 0.1789 - auc: 0.9782 - val_loss: 0.1975 - val_auc: 0.9698 - 593ms/epoch - 5ms/step
Epoch 3826/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9783 - val_loss: 0.2374 - val_auc: 0.9658 - 591ms/epoch - 5ms/step
Epoch 3827/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9780 - val_loss: 0.2051 - val_auc: 0.9682 - 600ms/epoch - 5ms/step
Epoch 3828/5000
124/124 - 1s - loss: 0.1952 - auc: 0.9757 - val_loss: 0.2153 - val_auc: 0.9623 - 600ms/epoch - 5ms/step
Epoch 3829/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9767 - val_loss: 0.2087 - val_auc: 0.9654 - 603ms/epoch - 5ms/step
Epoch 3830/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9780 - val_loss: 0.2128 - val_auc: 0.9641 - 595ms/epoch - 5ms/step
Epoch 3831/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9768 - val_loss: 0.2060 - val_auc: 0.9657 - 657ms/epoch - 5ms/step
Epoch 3832/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9770 - val_loss: 0.2015 - val_auc: 0.9680 - 606ms/epoch - 5ms/step
Epoch 3833/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9788 - val_loss: 0.2131 - val_auc: 0.9658 - 596ms/epoch - 5ms/step
Epoch 3834/5000
124/124 - 1s - loss: 0.1982 - auc: 0.9747 - val_loss: 0.2074 - val_auc: 0.9679 - 601ms/epoch - 5ms/step
Epoch 3835/5000
124/124 - 1s - loss: 0.1792 - auc: 0.9802 - val_loss: 0.2511 - val_auc: 0.9644 - 605ms/epoch - 5ms/step
Epoch 3836/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9770 - val_loss: 0.2078 - val_auc: 0.9669 - 600ms/epoch - 5ms/step
Epoch 3837/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9775 - val_loss: 0.2324 - val_auc: 0.9617 - 615ms/epoch - 5ms/step
Epoch 3838/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9768 - val_loss: 0.2175 - val_auc: 0.9625 - 675ms/epoch - 5ms/step
Epoch 3839/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9763 - val_loss: 0.2435 - val_auc: 0.9575 - 610ms/epoch - 5ms/step
Epoch 3840/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9773 - val_loss: 0.2155 - val_auc: 0.9652 - 669ms/epoch - 5ms/step
Epoch 3841/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9758 - val_loss: 0.2179 - val_auc: 0.9672 - 614ms/epoch - 5ms/step
Epoch 3842/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9758 - val_loss: 0.2168 - val_auc: 0.9629 - 613ms/epoch - 5ms/step
Epoch 3843/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9778 - val_loss: 0.2393 - val_auc: 0.9573 - 607ms/epoch - 5ms/step
Epoch 3844/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9781 - val_loss: 0.2142 - val_auc: 0.9632 - 657ms/epoch - 5ms/step
Epoch 3845/5000
124/124 - 1s - loss: 0.1809 - auc: 0.9792 - val_loss: 0.2080 - val_auc: 0.9653 - 604ms/epoch - 5ms/step
Epoch 3846/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9782 - val_loss: 0.2161 - val_auc: 0.9648 - 622ms/epoch - 5ms/step
Epoch 3847/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9777 - val_loss: 0.2042 - val_auc: 0.9672 - 672ms/epoch - 5ms/step
Epoch 3848/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9750 - val_loss: 0.2098 - val_auc: 0.9638 - 605ms/epoch - 5ms/step
Epoch 3849/5000
124/124 - 1s - loss: 0.1822 - auc: 0.9782 - val_loss: 0.2357 - val_auc: 0.9620 - 597ms/epoch - 5ms/step
Epoch 3850/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9773 - val_loss: 0.2378 - val_auc: 0.9670 - 604ms/epoch - 5ms/step
Epoch 3851/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9761 - val_loss: 0.2080 - val_auc: 0.9668 - 595ms/epoch - 5ms/step
Epoch 3852/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9775 - val_loss: 0.2169 - val_auc: 0.9623 - 590ms/epoch - 5ms/step
Epoch 3853/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9764 - val_loss: 0.2225 - val_auc: 0.9605 - 591ms/epoch - 5ms/step
Epoch 3854/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9768 - val_loss: 0.2127 - val_auc: 0.9649 - 600ms/epoch - 5ms/step
Epoch 3855/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9784 - val_loss: 0.2652 - val_auc: 0.9663 - 596ms/epoch - 5ms/step
Epoch 3856/5000
124/124 - 1s - loss: 0.2006 - auc: 0.9737 - val_loss: 0.2018 - val_auc: 0.9671 - 597ms/epoch - 5ms/step
Epoch 3857/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9777 - val_loss: 0.2313 - val_auc: 0.9688 - 602ms/epoch - 5ms/step
Epoch 3858/5000
124/124 - 1s - loss: 0.1944 - auc: 0.9758 - val_loss: 0.2393 - val_auc: 0.9613 - 599ms/epoch - 5ms/step
Epoch 3859/5000
124/124 - 1s - loss: 0.1821 - auc: 0.9785 - val_loss: 0.2172 - val_auc: 0.9607 - 590ms/epoch - 5ms/step
Epoch 3860/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9767 - val_loss: 0.2180 - val_auc: 0.9647 - 541ms/epoch - 4ms/step
Epoch 3861/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9763 - val_loss: 0.2032 - val_auc: 0.9668 - 596ms/epoch - 5ms/step
Epoch 3862/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9771 - val_loss: 0.2299 - val_auc: 0.9586 - 593ms/epoch - 5ms/step
Epoch 3863/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9738 - val_loss: 0.2034 - val_auc: 0.9654 - 590ms/epoch - 5ms/step
Epoch 3864/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9786 - val_loss: 0.2102 - val_auc: 0.9641 - 595ms/epoch - 5ms/step
Epoch 3865/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9782 - val_loss: 0.2204 - val_auc: 0.9619 - 604ms/epoch - 5ms/step
Epoch 3866/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9766 - val_loss: 0.2263 - val_auc: 0.9655 - 596ms/epoch - 5ms/step
Epoch 3867/5000
124/124 - 1s - loss: 0.1995 - auc: 0.9736 - val_loss: 0.2234 - val_auc: 0.9655 - 597ms/epoch - 5ms/step
Epoch 3868/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9777 - val_loss: 0.2112 - val_auc: 0.9647 - 602ms/epoch - 5ms/step
Epoch 3869/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9771 - val_loss: 0.2074 - val_auc: 0.9660 - 607ms/epoch - 5ms/step
Epoch 3870/5000
124/124 - 1s - loss: 0.1820 - auc: 0.9781 - val_loss: 0.2246 - val_auc: 0.9684 - 659ms/epoch - 5ms/step
Epoch 3871/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9775 - val_loss: 0.1971 - val_auc: 0.9700 - 607ms/epoch - 5ms/step
Epoch 3872/5000
124/124 - 1s - loss: 0.1824 - auc: 0.9777 - val_loss: 0.2220 - val_auc: 0.9662 - 599ms/epoch - 5ms/step
Epoch 3873/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9786 - val_loss: 0.2048 - val_auc: 0.9680 - 602ms/epoch - 5ms/step
Epoch 3874/5000
124/124 - 1s - loss: 0.1829 - auc: 0.9787 - val_loss: 0.2139 - val_auc: 0.9643 - 655ms/epoch - 5ms/step
Epoch 3875/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9766 - val_loss: 0.2351 - val_auc: 0.9633 - 545ms/epoch - 4ms/step
Epoch 3876/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9763 - val_loss: 0.2285 - val_auc: 0.9631 - 597ms/epoch - 5ms/step
Epoch 3877/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9769 - val_loss: 0.2096 - val_auc: 0.9692 - 591ms/epoch - 5ms/step
Epoch 3878/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9763 - val_loss: 0.1989 - val_auc: 0.9702 - 601ms/epoch - 5ms/step
Epoch 3879/5000
124/124 - 1s - loss: 0.1791 - auc: 0.9796 - val_loss: 0.2082 - val_auc: 0.9660 - 603ms/epoch - 5ms/step
Epoch 3880/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9794 - val_loss: 0.2024 - val_auc: 0.9668 - 600ms/epoch - 5ms/step
Epoch 3881/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9767 - val_loss: 0.2087 - val_auc: 0.9646 - 607ms/epoch - 5ms/step
Epoch 3882/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9777 - val_loss: 0.2204 - val_auc: 0.9660 - 664ms/epoch - 5ms/step
Epoch 3883/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9767 - val_loss: 0.2087 - val_auc: 0.9650 - 614ms/epoch - 5ms/step
Epoch 3884/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9780 - val_loss: 0.2098 - val_auc: 0.9645 - 606ms/epoch - 5ms/step
Epoch 3885/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9759 - val_loss: 0.2124 - val_auc: 0.9634 - 601ms/epoch - 5ms/step
Epoch 3886/5000
124/124 - 1s - loss: 0.1825 - auc: 0.9788 - val_loss: 0.2253 - val_auc: 0.9604 - 671ms/epoch - 5ms/step
Epoch 3887/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9766 - val_loss: 0.2039 - val_auc: 0.9668 - 614ms/epoch - 5ms/step
Epoch 3888/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9779 - val_loss: 0.2078 - val_auc: 0.9652 - 606ms/epoch - 5ms/step
Epoch 3889/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9768 - val_loss: 0.2036 - val_auc: 0.9681 - 670ms/epoch - 5ms/step
Epoch 3890/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9778 - val_loss: 0.2083 - val_auc: 0.9664 - 621ms/epoch - 5ms/step
Epoch 3891/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9778 - val_loss: 0.2274 - val_auc: 0.9664 - 610ms/epoch - 5ms/step
Epoch 3892/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9770 - val_loss: 0.2232 - val_auc: 0.9630 - 598ms/epoch - 5ms/step
Epoch 3893/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9763 - val_loss: 0.2102 - val_auc: 0.9648 - 594ms/epoch - 5ms/step
Epoch 3894/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9777 - val_loss: 0.2317 - val_auc: 0.9614 - 603ms/epoch - 5ms/step
Epoch 3895/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9754 - val_loss: 0.2131 - val_auc: 0.9627 - 591ms/epoch - 5ms/step
Epoch 3896/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9754 - val_loss: 0.2153 - val_auc: 0.9622 - 595ms/epoch - 5ms/step
Epoch 3897/5000
124/124 - 1s - loss: 0.1821 - auc: 0.9784 - val_loss: 0.2111 - val_auc: 0.9643 - 597ms/epoch - 5ms/step
Epoch 3898/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9771 - val_loss: 0.2595 - val_auc: 0.9623 - 607ms/epoch - 5ms/step
Epoch 3899/5000
124/124 - 1s - loss: 0.2025 - auc: 0.9728 - val_loss: 0.2076 - val_auc: 0.9668 - 663ms/epoch - 5ms/step
Epoch 3900/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9777 - val_loss: 0.2325 - val_auc: 0.9584 - 600ms/epoch - 5ms/step
Epoch 3901/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9753 - val_loss: 0.2217 - val_auc: 0.9626 - 601ms/epoch - 5ms/step
Epoch 3902/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9755 - val_loss: 0.2126 - val_auc: 0.9633 - 597ms/epoch - 5ms/step
Epoch 3903/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9775 - val_loss: 0.2098 - val_auc: 0.9646 - 595ms/epoch - 5ms/step
Epoch 3904/5000
124/124 - 1s - loss: 0.1812 - auc: 0.9791 - val_loss: 0.2198 - val_auc: 0.9659 - 599ms/epoch - 5ms/step
Epoch 3905/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9761 - val_loss: 0.2463 - val_auc: 0.9655 - 587ms/epoch - 5ms/step
Epoch 3906/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9763 - val_loss: 0.2102 - val_auc: 0.9639 - 606ms/epoch - 5ms/step
Epoch 3907/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9789 - val_loss: 0.2081 - val_auc: 0.9655 - 595ms/epoch - 5ms/step
Epoch 3908/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9778 - val_loss: 0.2146 - val_auc: 0.9636 - 592ms/epoch - 5ms/step
Epoch 3909/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9770 - val_loss: 0.2141 - val_auc: 0.9623 - 547ms/epoch - 4ms/step
Epoch 3910/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9776 - val_loss: 0.2138 - val_auc: 0.9647 - 586ms/epoch - 5ms/step
Epoch 3911/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9776 - val_loss: 0.2248 - val_auc: 0.9617 - 594ms/epoch - 5ms/step
Epoch 3912/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9774 - val_loss: 0.2257 - val_auc: 0.9590 - 597ms/epoch - 5ms/step
Epoch 3913/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9767 - val_loss: 0.1993 - val_auc: 0.9685 - 590ms/epoch - 5ms/step
Epoch 3914/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9775 - val_loss: 0.2313 - val_auc: 0.9637 - 590ms/epoch - 5ms/step
Epoch 3915/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9771 - val_loss: 0.2158 - val_auc: 0.9641 - 595ms/epoch - 5ms/step
Epoch 3916/5000
124/124 - 1s - loss: 0.1786 - auc: 0.9796 - val_loss: 0.2156 - val_auc: 0.9623 - 598ms/epoch - 5ms/step
Epoch 3917/5000
124/124 - 1s - loss: 0.1940 - auc: 0.9758 - val_loss: 0.2086 - val_auc: 0.9660 - 597ms/epoch - 5ms/step
Epoch 3918/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9769 - val_loss: 0.1979 - val_auc: 0.9696 - 607ms/epoch - 5ms/step
Epoch 3919/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9783 - val_loss: 0.2027 - val_auc: 0.9679 - 594ms/epoch - 5ms/step
Epoch 3920/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9789 - val_loss: 0.3230 - val_auc: 0.9642 - 598ms/epoch - 5ms/step
Epoch 3921/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9762 - val_loss: 0.2195 - val_auc: 0.9638 - 605ms/epoch - 5ms/step
Epoch 3922/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9760 - val_loss: 0.2280 - val_auc: 0.9622 - 597ms/epoch - 5ms/step
Epoch 3923/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9771 - val_loss: 0.2082 - val_auc: 0.9656 - 604ms/epoch - 5ms/step
Epoch 3924/5000
124/124 - 1s - loss: 0.1826 - auc: 0.9790 - val_loss: 0.2518 - val_auc: 0.9621 - 602ms/epoch - 5ms/step
Epoch 3925/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9763 - val_loss: 0.2145 - val_auc: 0.9654 - 598ms/epoch - 5ms/step
Epoch 3926/5000
124/124 - 1s - loss: 0.1818 - auc: 0.9788 - val_loss: 0.2164 - val_auc: 0.9656 - 602ms/epoch - 5ms/step
Epoch 3927/5000
124/124 - 1s - loss: 0.2012 - auc: 0.9734 - val_loss: 0.2092 - val_auc: 0.9658 - 588ms/epoch - 5ms/step
Epoch 3928/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9769 - val_loss: 0.2084 - val_auc: 0.9651 - 593ms/epoch - 5ms/step
Epoch 3929/5000
124/124 - 1s - loss: 0.1834 - auc: 0.9784 - val_loss: 0.2123 - val_auc: 0.9664 - 588ms/epoch - 5ms/step
Epoch 3930/5000
124/124 - 1s - loss: 0.1817 - auc: 0.9792 - val_loss: 0.2083 - val_auc: 0.9651 - 589ms/epoch - 5ms/step
Epoch 3931/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9767 - val_loss: 0.2226 - val_auc: 0.9577 - 591ms/epoch - 5ms/step
Epoch 3932/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9778 - val_loss: 0.2041 - val_auc: 0.9646 - 594ms/epoch - 5ms/step
Epoch 3933/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9774 - val_loss: 0.2180 - val_auc: 0.9635 - 615ms/epoch - 5ms/step
Epoch 3934/5000
124/124 - 1s - loss: 0.1810 - auc: 0.9788 - val_loss: 0.2003 - val_auc: 0.9689 - 611ms/epoch - 5ms/step
Epoch 3935/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9781 - val_loss: 0.2112 - val_auc: 0.9633 - 604ms/epoch - 5ms/step
Epoch 3936/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9784 - val_loss: 0.2074 - val_auc: 0.9651 - 674ms/epoch - 5ms/step
Epoch 3937/5000
124/124 - 1s - loss: 0.1817 - auc: 0.9787 - val_loss: 0.2261 - val_auc: 0.9660 - 612ms/epoch - 5ms/step
Epoch 3938/5000
124/124 - 1s - loss: 0.2122 - auc: 0.9692 - val_loss: 0.2448 - val_auc: 0.9602 - 609ms/epoch - 5ms/step
Epoch 3939/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9783 - val_loss: 0.2060 - val_auc: 0.9668 - 682ms/epoch - 6ms/step
Epoch 3940/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9773 - val_loss: 0.2099 - val_auc: 0.9637 - 613ms/epoch - 5ms/step
Epoch 3941/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9761 - val_loss: 0.2299 - val_auc: 0.9581 - 665ms/epoch - 5ms/step
Epoch 3942/5000
124/124 - 1s - loss: 0.1826 - auc: 0.9783 - val_loss: 0.2176 - val_auc: 0.9670 - 598ms/epoch - 5ms/step
Epoch 3943/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9755 - val_loss: 0.2132 - val_auc: 0.9645 - 616ms/epoch - 5ms/step
Epoch 3944/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9789 - val_loss: 0.2172 - val_auc: 0.9670 - 612ms/epoch - 5ms/step
Epoch 3945/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9774 - val_loss: 0.2186 - val_auc: 0.9637 - 666ms/epoch - 5ms/step
Epoch 3946/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9775 - val_loss: 0.2474 - val_auc: 0.9572 - 606ms/epoch - 5ms/step
Epoch 3947/5000
124/124 - 1s - loss: 0.1832 - auc: 0.9783 - val_loss: 0.2527 - val_auc: 0.9626 - 608ms/epoch - 5ms/step
Epoch 3948/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9761 - val_loss: 0.2323 - val_auc: 0.9540 - 605ms/epoch - 5ms/step
Epoch 3949/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9763 - val_loss: 0.2247 - val_auc: 0.9670 - 662ms/epoch - 5ms/step
Epoch 3950/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9780 - val_loss: 0.2096 - val_auc: 0.9661 - 608ms/epoch - 5ms/step
Epoch 3951/5000
124/124 - 1s - loss: 0.1816 - auc: 0.9788 - val_loss: 0.2239 - val_auc: 0.9580 - 603ms/epoch - 5ms/step
Epoch 3952/5000
124/124 - 1s - loss: 0.2019 - auc: 0.9734 - val_loss: 0.2337 - val_auc: 0.9565 - 599ms/epoch - 5ms/step
Epoch 3953/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9769 - val_loss: 0.2202 - val_auc: 0.9606 - 600ms/epoch - 5ms/step
Epoch 3954/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9751 - val_loss: 0.2412 - val_auc: 0.9618 - 592ms/epoch - 5ms/step
Epoch 3955/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9765 - val_loss: 0.2024 - val_auc: 0.9661 - 603ms/epoch - 5ms/step
Epoch 3956/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9765 - val_loss: 0.2258 - val_auc: 0.9690 - 601ms/epoch - 5ms/step
Epoch 3957/5000
124/124 - 1s - loss: 0.2053 - auc: 0.9722 - val_loss: 0.2477 - val_auc: 0.9665 - 600ms/epoch - 5ms/step
Epoch 3958/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9784 - val_loss: 0.2390 - val_auc: 0.9624 - 601ms/epoch - 5ms/step
Epoch 3959/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9770 - val_loss: 0.2176 - val_auc: 0.9632 - 601ms/epoch - 5ms/step
Epoch 3960/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9760 - val_loss: 0.2218 - val_auc: 0.9648 - 602ms/epoch - 5ms/step
Epoch 3961/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9762 - val_loss: 0.2216 - val_auc: 0.9601 - 599ms/epoch - 5ms/step
Epoch 3962/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9763 - val_loss: 0.2384 - val_auc: 0.9583 - 600ms/epoch - 5ms/step
Epoch 3963/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9774 - val_loss: 0.2218 - val_auc: 0.9657 - 598ms/epoch - 5ms/step
Epoch 3964/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9769 - val_loss: 0.2221 - val_auc: 0.9600 - 598ms/epoch - 5ms/step
Epoch 3965/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9757 - val_loss: 0.2151 - val_auc: 0.9667 - 602ms/epoch - 5ms/step
Epoch 3966/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9781 - val_loss: 0.2151 - val_auc: 0.9629 - 601ms/epoch - 5ms/step
Epoch 3967/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9768 - val_loss: 0.2176 - val_auc: 0.9620 - 661ms/epoch - 5ms/step
Epoch 3968/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9772 - val_loss: 0.2115 - val_auc: 0.9660 - 606ms/epoch - 5ms/step
Epoch 3969/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9764 - val_loss: 0.2138 - val_auc: 0.9622 - 612ms/epoch - 5ms/step
Epoch 3970/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9787 - val_loss: 0.2043 - val_auc: 0.9660 - 610ms/epoch - 5ms/step
Epoch 3971/5000
124/124 - 1s - loss: 0.1810 - auc: 0.9791 - val_loss: 0.2608 - val_auc: 0.9582 - 595ms/epoch - 5ms/step
Epoch 3972/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9779 - val_loss: 0.2069 - val_auc: 0.9651 - 606ms/epoch - 5ms/step
Epoch 3973/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9784 - val_loss: 0.2388 - val_auc: 0.9605 - 546ms/epoch - 4ms/step
Epoch 3974/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9779 - val_loss: 0.2035 - val_auc: 0.9660 - 593ms/epoch - 5ms/step
Epoch 3975/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9764 - val_loss: 0.2090 - val_auc: 0.9648 - 594ms/epoch - 5ms/step
Epoch 3976/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9764 - val_loss: 0.2631 - val_auc: 0.9634 - 597ms/epoch - 5ms/step
Epoch 3977/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9774 - val_loss: 0.2078 - val_auc: 0.9645 - 598ms/epoch - 5ms/step
Epoch 3978/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9749 - val_loss: 0.2078 - val_auc: 0.9635 - 596ms/epoch - 5ms/step
Epoch 3979/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9746 - val_loss: 0.2246 - val_auc: 0.9701 - 594ms/epoch - 5ms/step
Epoch 3980/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9760 - val_loss: 0.2084 - val_auc: 0.9666 - 594ms/epoch - 5ms/step
Epoch 3981/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9777 - val_loss: 0.2386 - val_auc: 0.9662 - 602ms/epoch - 5ms/step
Epoch 3982/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9767 - val_loss: 0.2155 - val_auc: 0.9641 - 605ms/epoch - 5ms/step
Epoch 3983/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9771 - val_loss: 0.2187 - val_auc: 0.9645 - 599ms/epoch - 5ms/step
Epoch 3984/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9773 - val_loss: 0.2063 - val_auc: 0.9674 - 603ms/epoch - 5ms/step
Epoch 3985/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9772 - val_loss: 0.2079 - val_auc: 0.9697 - 598ms/epoch - 5ms/step
Epoch 3986/5000
124/124 - 1s - loss: 0.1825 - auc: 0.9788 - val_loss: 0.2347 - val_auc: 0.9569 - 596ms/epoch - 5ms/step
Epoch 3987/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9785 - val_loss: 0.2081 - val_auc: 0.9637 - 591ms/epoch - 5ms/step
Epoch 3988/5000
124/124 - 1s - loss: 0.1815 - auc: 0.9785 - val_loss: 0.2153 - val_auc: 0.9634 - 664ms/epoch - 5ms/step
Epoch 3989/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9782 - val_loss: 0.2194 - val_auc: 0.9632 - 612ms/epoch - 5ms/step
Epoch 3990/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9774 - val_loss: 0.2065 - val_auc: 0.9666 - 609ms/epoch - 5ms/step
Epoch 3991/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9787 - val_loss: 0.2046 - val_auc: 0.9688 - 603ms/epoch - 5ms/step
Epoch 3992/5000
124/124 - 1s - loss: 0.1789 - auc: 0.9803 - val_loss: 0.2254 - val_auc: 0.9660 - 605ms/epoch - 5ms/step
Epoch 3993/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9771 - val_loss: 0.2017 - val_auc: 0.9685 - 657ms/epoch - 5ms/step
Epoch 3994/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9767 - val_loss: 0.2129 - val_auc: 0.9665 - 614ms/epoch - 5ms/step
Epoch 3995/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9781 - val_loss: 0.1958 - val_auc: 0.9692 - 611ms/epoch - 5ms/step
Epoch 3996/5000
124/124 - 1s - loss: 0.1796 - auc: 0.9787 - val_loss: 0.2000 - val_auc: 0.9701 - 596ms/epoch - 5ms/step
Epoch 3997/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9765 - val_loss: 0.2010 - val_auc: 0.9682 - 595ms/epoch - 5ms/step
Epoch 3998/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9770 - val_loss: 0.2070 - val_auc: 0.9678 - 611ms/epoch - 5ms/step
Epoch 3999/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9771 - val_loss: 0.2336 - val_auc: 0.9615 - 598ms/epoch - 5ms/step
Epoch 4000/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9751 - val_loss: 0.2283 - val_auc: 0.9637 - 676ms/epoch - 5ms/step
Epoch 4001/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9775 - val_loss: 0.2099 - val_auc: 0.9651 - 688ms/epoch - 6ms/step
Epoch 4002/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9771 - val_loss: 0.2090 - val_auc: 0.9653 - 808ms/epoch - 7ms/step
Epoch 4003/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9750 - val_loss: 0.2526 - val_auc: 0.9668 - 717ms/epoch - 6ms/step
Epoch 4004/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9741 - val_loss: 0.2514 - val_auc: 0.9668 - 664ms/epoch - 5ms/step
Epoch 4005/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9778 - val_loss: 0.2273 - val_auc: 0.9611 - 599ms/epoch - 5ms/step
Epoch 4006/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9768 - val_loss: 0.2232 - val_auc: 0.9620 - 599ms/epoch - 5ms/step
Epoch 4007/5000
124/124 - 1s - loss: 0.1832 - auc: 0.9783 - val_loss: 0.2298 - val_auc: 0.9658 - 599ms/epoch - 5ms/step
Epoch 4008/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9778 - val_loss: 0.2184 - val_auc: 0.9603 - 593ms/epoch - 5ms/step
Epoch 4009/5000
124/124 - 1s - loss: 0.1825 - auc: 0.9783 - val_loss: 0.2037 - val_auc: 0.9640 - 599ms/epoch - 5ms/step
Epoch 4010/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9773 - val_loss: 0.2173 - val_auc: 0.9606 - 599ms/epoch - 5ms/step
Epoch 4011/5000
124/124 - 1s - loss: 0.1827 - auc: 0.9784 - val_loss: 0.2106 - val_auc: 0.9634 - 549ms/epoch - 4ms/step
Epoch 4012/5000
124/124 - 1s - loss: 0.1775 - auc: 0.9801 - val_loss: 0.2192 - val_auc: 0.9683 - 600ms/epoch - 5ms/step
Epoch 4013/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9767 - val_loss: 0.2216 - val_auc: 0.9641 - 597ms/epoch - 5ms/step
Epoch 4014/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9762 - val_loss: 0.2213 - val_auc: 0.9655 - 542ms/epoch - 4ms/step
Epoch 4015/5000
124/124 - 1s - loss: 0.1949 - auc: 0.9745 - val_loss: 0.2452 - val_auc: 0.9604 - 593ms/epoch - 5ms/step
Epoch 4016/5000
124/124 - 1s - loss: 0.1849 - auc: 0.9783 - val_loss: 0.2197 - val_auc: 0.9615 - 597ms/epoch - 5ms/step
Epoch 4017/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9771 - val_loss: 0.2060 - val_auc: 0.9665 - 603ms/epoch - 5ms/step
Epoch 4018/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9776 - val_loss: 0.1981 - val_auc: 0.9700 - 652ms/epoch - 5ms/step
Epoch 4019/5000
124/124 - 1s - loss: 0.1816 - auc: 0.9789 - val_loss: 0.2025 - val_auc: 0.9679 - 597ms/epoch - 5ms/step
Epoch 4020/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9749 - val_loss: 0.2072 - val_auc: 0.9673 - 547ms/epoch - 4ms/step
Epoch 4021/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9772 - val_loss: 0.2206 - val_auc: 0.9635 - 659ms/epoch - 5ms/step
Epoch 4022/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9760 - val_loss: 0.2448 - val_auc: 0.9620 - 599ms/epoch - 5ms/step
Epoch 4023/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9762 - val_loss: 0.2476 - val_auc: 0.9635 - 596ms/epoch - 5ms/step
Epoch 4024/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9761 - val_loss: 0.2249 - val_auc: 0.9646 - 605ms/epoch - 5ms/step
Epoch 4025/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9774 - val_loss: 0.2312 - val_auc: 0.9639 - 598ms/epoch - 5ms/step
Epoch 4026/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9771 - val_loss: 0.2093 - val_auc: 0.9652 - 604ms/epoch - 5ms/step
Epoch 4027/5000
124/124 - 1s - loss: 0.1843 - auc: 0.9783 - val_loss: 0.2065 - val_auc: 0.9671 - 597ms/epoch - 5ms/step
Epoch 4028/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9733 - val_loss: 0.2228 - val_auc: 0.9634 - 599ms/epoch - 5ms/step
Epoch 4029/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9766 - val_loss: 0.2031 - val_auc: 0.9696 - 606ms/epoch - 5ms/step
Epoch 4030/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9768 - val_loss: 0.2043 - val_auc: 0.9685 - 604ms/epoch - 5ms/step
Epoch 4031/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9775 - val_loss: 0.1965 - val_auc: 0.9711 - 662ms/epoch - 5ms/step
Epoch 4032/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9746 - val_loss: 0.2181 - val_auc: 0.9629 - 600ms/epoch - 5ms/step
Epoch 4033/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9769 - val_loss: 0.2082 - val_auc: 0.9684 - 614ms/epoch - 5ms/step
Epoch 4034/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9752 - val_loss: 0.2628 - val_auc: 0.9600 - 676ms/epoch - 5ms/step
Epoch 4035/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9761 - val_loss: 0.2094 - val_auc: 0.9667 - 621ms/epoch - 5ms/step
Epoch 4036/5000
124/124 - 1s - loss: 0.1796 - auc: 0.9796 - val_loss: 0.2147 - val_auc: 0.9636 - 612ms/epoch - 5ms/step
Epoch 4037/5000
124/124 - 1s - loss: 0.1821 - auc: 0.9781 - val_loss: 0.2210 - val_auc: 0.9626 - 674ms/epoch - 5ms/step
Epoch 4038/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9763 - val_loss: 0.2097 - val_auc: 0.9668 - 620ms/epoch - 5ms/step
Epoch 4039/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9770 - val_loss: 0.2116 - val_auc: 0.9635 - 667ms/epoch - 5ms/step
Epoch 4040/5000
124/124 - 1s - loss: 0.1820 - auc: 0.9784 - val_loss: 0.2134 - val_auc: 0.9659 - 609ms/epoch - 5ms/step
Epoch 4041/5000
124/124 - 1s - loss: 0.1955 - auc: 0.9758 - val_loss: 0.2363 - val_auc: 0.9589 - 608ms/epoch - 5ms/step
Epoch 4042/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9767 - val_loss: 0.2014 - val_auc: 0.9703 - 611ms/epoch - 5ms/step
Epoch 4043/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9784 - val_loss: 0.2206 - val_auc: 0.9619 - 609ms/epoch - 5ms/step
Epoch 4044/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9776 - val_loss: 0.2240 - val_auc: 0.9574 - 539ms/epoch - 4ms/step
Epoch 4045/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9751 - val_loss: 0.2070 - val_auc: 0.9682 - 592ms/epoch - 5ms/step
Epoch 4046/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9740 - val_loss: 0.2252 - val_auc: 0.9614 - 605ms/epoch - 5ms/step
Epoch 4047/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9766 - val_loss: 0.2269 - val_auc: 0.9570 - 596ms/epoch - 5ms/step
Epoch 4048/5000
124/124 - 1s - loss: 0.1839 - auc: 0.9788 - val_loss: 0.2137 - val_auc: 0.9652 - 655ms/epoch - 5ms/step
Epoch 4049/5000
124/124 - 1s - loss: 0.1818 - auc: 0.9794 - val_loss: 0.2085 - val_auc: 0.9655 - 541ms/epoch - 4ms/step
Epoch 4050/5000
124/124 - 1s - loss: 0.1817 - auc: 0.9786 - val_loss: 0.2053 - val_auc: 0.9682 - 623ms/epoch - 5ms/step
Epoch 4051/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9772 - val_loss: 0.2078 - val_auc: 0.9642 - 634ms/epoch - 5ms/step
Epoch 4052/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9788 - val_loss: 0.2192 - val_auc: 0.9605 - 534ms/epoch - 4ms/step
Epoch 4053/5000
124/124 - 1s - loss: 0.1970 - auc: 0.9762 - val_loss: 0.2434 - val_auc: 0.9601 - 605ms/epoch - 5ms/step
Epoch 4054/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9766 - val_loss: 0.2567 - val_auc: 0.9679 - 550ms/epoch - 4ms/step
Epoch 4055/5000
124/124 - 1s - loss: 0.1812 - auc: 0.9787 - val_loss: 0.2123 - val_auc: 0.9690 - 590ms/epoch - 5ms/step
Epoch 4056/5000
124/124 - 1s - loss: 0.1818 - auc: 0.9793 - val_loss: 0.2090 - val_auc: 0.9683 - 601ms/epoch - 5ms/step
Epoch 4057/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9764 - val_loss: 0.2052 - val_auc: 0.9689 - 588ms/epoch - 5ms/step
Epoch 4058/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9766 - val_loss: 0.2103 - val_auc: 0.9648 - 601ms/epoch - 5ms/step
Epoch 4059/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9773 - val_loss: 0.2143 - val_auc: 0.9665 - 601ms/epoch - 5ms/step
Epoch 4060/5000
124/124 - 1s - loss: 0.1960 - auc: 0.9745 - val_loss: 0.2068 - val_auc: 0.9661 - 598ms/epoch - 5ms/step
Epoch 4061/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9772 - val_loss: 0.2099 - val_auc: 0.9667 - 602ms/epoch - 5ms/step
Epoch 4062/5000
124/124 - 1s - loss: 0.1826 - auc: 0.9792 - val_loss: 0.2072 - val_auc: 0.9659 - 597ms/epoch - 5ms/step
Epoch 4063/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9768 - val_loss: 0.2437 - val_auc: 0.9636 - 595ms/epoch - 5ms/step
Epoch 4064/5000
124/124 - 1s - loss: 0.1830 - auc: 0.9781 - val_loss: 0.2402 - val_auc: 0.9622 - 665ms/epoch - 5ms/step
Epoch 4065/5000
124/124 - 1s - loss: 0.1945 - auc: 0.9752 - val_loss: 0.2089 - val_auc: 0.9653 - 618ms/epoch - 5ms/step
Epoch 4066/5000
124/124 - 1s - loss: 0.1791 - auc: 0.9800 - val_loss: 0.2223 - val_auc: 0.9598 - 673ms/epoch - 5ms/step
Epoch 4067/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9773 - val_loss: 0.2370 - val_auc: 0.9550 - 624ms/epoch - 5ms/step
Epoch 4068/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9771 - val_loss: 0.2066 - val_auc: 0.9669 - 606ms/epoch - 5ms/step
Epoch 4069/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9793 - val_loss: 0.2211 - val_auc: 0.9662 - 602ms/epoch - 5ms/step
Epoch 4070/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9778 - val_loss: 0.2229 - val_auc: 0.9634 - 595ms/epoch - 5ms/step
Epoch 4071/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9782 - val_loss: 0.2256 - val_auc: 0.9656 - 605ms/epoch - 5ms/step
Epoch 4072/5000
124/124 - 1s - loss: 0.1819 - auc: 0.9796 - val_loss: 0.2021 - val_auc: 0.9668 - 587ms/epoch - 5ms/step
Epoch 4073/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9787 - val_loss: 0.2251 - val_auc: 0.9568 - 596ms/epoch - 5ms/step
Epoch 4074/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9771 - val_loss: 0.2361 - val_auc: 0.9621 - 593ms/epoch - 5ms/step
Epoch 4075/5000
124/124 - 1s - loss: 0.2078 - auc: 0.9706 - val_loss: 0.2110 - val_auc: 0.9650 - 590ms/epoch - 5ms/step
Epoch 4076/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9754 - val_loss: 0.2063 - val_auc: 0.9665 - 593ms/epoch - 5ms/step
Epoch 4077/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9774 - val_loss: 0.2129 - val_auc: 0.9620 - 599ms/epoch - 5ms/step
Epoch 4078/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9783 - val_loss: 0.2155 - val_auc: 0.9653 - 598ms/epoch - 5ms/step
Epoch 4079/5000
124/124 - 1s - loss: 0.1820 - auc: 0.9788 - val_loss: 0.2191 - val_auc: 0.9598 - 598ms/epoch - 5ms/step
Epoch 4080/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9770 - val_loss: 0.2230 - val_auc: 0.9669 - 597ms/epoch - 5ms/step
Epoch 4081/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9776 - val_loss: 0.2186 - val_auc: 0.9647 - 598ms/epoch - 5ms/step
Epoch 4082/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9769 - val_loss: 0.2154 - val_auc: 0.9651 - 595ms/epoch - 5ms/step
Epoch 4083/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9781 - val_loss: 0.2108 - val_auc: 0.9638 - 603ms/epoch - 5ms/step
Epoch 4084/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9771 - val_loss: 0.2075 - val_auc: 0.9688 - 610ms/epoch - 5ms/step
Epoch 4085/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9786 - val_loss: 0.2191 - val_auc: 0.9668 - 606ms/epoch - 5ms/step
Epoch 4086/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9766 - val_loss: 0.2035 - val_auc: 0.9674 - 670ms/epoch - 5ms/step
Epoch 4087/5000
124/124 - 1s - loss: 0.1852 - auc: 0.9772 - val_loss: 0.2184 - val_auc: 0.9665 - 601ms/epoch - 5ms/step
Epoch 4088/5000
124/124 - 1s - loss: 0.1821 - auc: 0.9786 - val_loss: 0.2458 - val_auc: 0.9610 - 593ms/epoch - 5ms/step
Epoch 4089/5000
124/124 - 1s - loss: 0.1805 - auc: 0.9791 - val_loss: 0.2488 - val_auc: 0.9610 - 602ms/epoch - 5ms/step
Epoch 4090/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9757 - val_loss: 0.2013 - val_auc: 0.9694 - 617ms/epoch - 5ms/step
Epoch 4091/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9773 - val_loss: 0.2073 - val_auc: 0.9678 - 591ms/epoch - 5ms/step
Epoch 4092/5000
124/124 - 1s - loss: 0.1816 - auc: 0.9788 - val_loss: 0.2126 - val_auc: 0.9645 - 664ms/epoch - 5ms/step
Epoch 4093/5000
124/124 - 1s - loss: 0.1789 - auc: 0.9790 - val_loss: 0.2907 - val_auc: 0.9544 - 607ms/epoch - 5ms/step
Epoch 4094/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9770 - val_loss: 0.2179 - val_auc: 0.9680 - 608ms/epoch - 5ms/step
Epoch 4095/5000
124/124 - 1s - loss: 0.1839 - auc: 0.9786 - val_loss: 0.2265 - val_auc: 0.9597 - 606ms/epoch - 5ms/step
Epoch 4096/5000
124/124 - 1s - loss: 0.1945 - auc: 0.9741 - val_loss: 0.2197 - val_auc: 0.9664 - 611ms/epoch - 5ms/step
Epoch 4097/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9772 - val_loss: 0.2134 - val_auc: 0.9661 - 656ms/epoch - 5ms/step
Epoch 4098/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9767 - val_loss: 0.2252 - val_auc: 0.9659 - 600ms/epoch - 5ms/step
Epoch 4099/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9782 - val_loss: 0.2011 - val_auc: 0.9685 - 596ms/epoch - 5ms/step
Epoch 4100/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9755 - val_loss: 0.2215 - val_auc: 0.9634 - 610ms/epoch - 5ms/step
Epoch 4101/5000
124/124 - 1s - loss: 0.1822 - auc: 0.9790 - val_loss: 0.2127 - val_auc: 0.9656 - 601ms/epoch - 5ms/step
Epoch 4102/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9763 - val_loss: 0.2120 - val_auc: 0.9652 - 613ms/epoch - 5ms/step
Epoch 4103/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9777 - val_loss: 0.2298 - val_auc: 0.9576 - 606ms/epoch - 5ms/step
Epoch 4104/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9766 - val_loss: 0.2156 - val_auc: 0.9645 - 606ms/epoch - 5ms/step
Epoch 4105/5000
124/124 - 1s - loss: 0.1986 - auc: 0.9742 - val_loss: 0.2135 - val_auc: 0.9652 - 603ms/epoch - 5ms/step
Epoch 4106/5000
124/124 - 1s - loss: 0.1843 - auc: 0.9781 - val_loss: 0.2167 - val_auc: 0.9621 - 603ms/epoch - 5ms/step
Epoch 4107/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9774 - val_loss: 0.2054 - val_auc: 0.9672 - 599ms/epoch - 5ms/step
Epoch 4108/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9768 - val_loss: 0.2321 - val_auc: 0.9612 - 604ms/epoch - 5ms/step
Epoch 4109/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9753 - val_loss: 0.2173 - val_auc: 0.9621 - 602ms/epoch - 5ms/step
Epoch 4110/5000
124/124 - 1s - loss: 0.1825 - auc: 0.9782 - val_loss: 0.2074 - val_auc: 0.9634 - 599ms/epoch - 5ms/step
Epoch 4111/5000
124/124 - 1s - loss: 0.1917 - auc: 0.9760 - val_loss: 0.2048 - val_auc: 0.9681 - 605ms/epoch - 5ms/step
Epoch 4112/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9762 - val_loss: 0.2021 - val_auc: 0.9656 - 597ms/epoch - 5ms/step
Epoch 4113/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9752 - val_loss: 0.2180 - val_auc: 0.9688 - 596ms/epoch - 5ms/step
Epoch 4114/5000
124/124 - 1s - loss: 0.2084 - auc: 0.9705 - val_loss: 0.2455 - val_auc: 0.9608 - 592ms/epoch - 5ms/step
Epoch 4115/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9773 - val_loss: 0.2291 - val_auc: 0.9612 - 593ms/epoch - 5ms/step
Epoch 4116/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9774 - val_loss: 0.2082 - val_auc: 0.9660 - 599ms/epoch - 5ms/step
Epoch 4117/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9784 - val_loss: 0.2020 - val_auc: 0.9679 - 597ms/epoch - 5ms/step
Epoch 4118/5000
124/124 - 1s - loss: 0.1840 - auc: 0.9781 - val_loss: 0.2171 - val_auc: 0.9653 - 590ms/epoch - 5ms/step
Epoch 4119/5000
124/124 - 1s - loss: 0.1785 - auc: 0.9798 - val_loss: 0.2225 - val_auc: 0.9616 - 604ms/epoch - 5ms/step
Epoch 4120/5000
124/124 - 1s - loss: 0.1826 - auc: 0.9783 - val_loss: 0.1952 - val_auc: 0.9715 - 603ms/epoch - 5ms/step
Epoch 4121/5000
124/124 - 1s - loss: 0.1817 - auc: 0.9789 - val_loss: 0.2074 - val_auc: 0.9673 - 597ms/epoch - 5ms/step
Epoch 4122/5000
124/124 - 1s - loss: 0.1824 - auc: 0.9789 - val_loss: 0.2213 - val_auc: 0.9709 - 605ms/epoch - 5ms/step
Epoch 4123/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9784 - val_loss: 0.2139 - val_auc: 0.9624 - 601ms/epoch - 5ms/step
Epoch 4124/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9777 - val_loss: 0.2032 - val_auc: 0.9680 - 598ms/epoch - 5ms/step
Epoch 4125/5000
124/124 - 1s - loss: 0.1813 - auc: 0.9786 - val_loss: 0.2047 - val_auc: 0.9673 - 597ms/epoch - 5ms/step
Epoch 4126/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9769 - val_loss: 0.2283 - val_auc: 0.9601 - 593ms/epoch - 5ms/step
Epoch 4127/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9757 - val_loss: 0.2527 - val_auc: 0.9584 - 599ms/epoch - 5ms/step
Epoch 4128/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9776 - val_loss: 0.2082 - val_auc: 0.9662 - 602ms/epoch - 5ms/step
Epoch 4129/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9780 - val_loss: 0.2150 - val_auc: 0.9652 - 603ms/epoch - 5ms/step
Epoch 4130/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9773 - val_loss: 0.2569 - val_auc: 0.9620 - 601ms/epoch - 5ms/step
Epoch 4131/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9781 - val_loss: 0.2527 - val_auc: 0.9557 - 610ms/epoch - 5ms/step
Epoch 4132/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9752 - val_loss: 0.2140 - val_auc: 0.9643 - 617ms/epoch - 5ms/step
Epoch 4133/5000
124/124 - 1s - loss: 0.1811 - auc: 0.9783 - val_loss: 0.2215 - val_auc: 0.9624 - 621ms/epoch - 5ms/step
Epoch 4134/5000
124/124 - 1s - loss: 0.1852 - auc: 0.9781 - val_loss: 0.2075 - val_auc: 0.9660 - 659ms/epoch - 5ms/step
Epoch 4135/5000
124/124 - 1s - loss: 0.1958 - auc: 0.9752 - val_loss: 0.2132 - val_auc: 0.9620 - 620ms/epoch - 5ms/step
Epoch 4136/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9760 - val_loss: 0.2005 - val_auc: 0.9683 - 681ms/epoch - 5ms/step
Epoch 4137/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9772 - val_loss: 0.2114 - val_auc: 0.9657 - 617ms/epoch - 5ms/step
Epoch 4138/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9776 - val_loss: 0.2061 - val_auc: 0.9679 - 603ms/epoch - 5ms/step
Epoch 4139/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9781 - val_loss: 0.2121 - val_auc: 0.9612 - 608ms/epoch - 5ms/step
Epoch 4140/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9781 - val_loss: 0.2287 - val_auc: 0.9643 - 601ms/epoch - 5ms/step
Epoch 4141/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9763 - val_loss: 0.2152 - val_auc: 0.9668 - 596ms/epoch - 5ms/step
Epoch 4142/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9780 - val_loss: 0.2153 - val_auc: 0.9615 - 598ms/epoch - 5ms/step
Epoch 4143/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9779 - val_loss: 0.1999 - val_auc: 0.9699 - 600ms/epoch - 5ms/step
Epoch 4144/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9772 - val_loss: 0.2209 - val_auc: 0.9586 - 602ms/epoch - 5ms/step
Epoch 4145/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9775 - val_loss: 0.2181 - val_auc: 0.9631 - 604ms/epoch - 5ms/step
Epoch 4146/5000
124/124 - 1s - loss: 0.1990 - auc: 0.9727 - val_loss: 0.2083 - val_auc: 0.9646 - 601ms/epoch - 5ms/step
Epoch 4147/5000
124/124 - 1s - loss: 0.1838 - auc: 0.9783 - val_loss: 0.2126 - val_auc: 0.9643 - 601ms/epoch - 5ms/step
Epoch 4148/5000
124/124 - 1s - loss: 0.1798 - auc: 0.9795 - val_loss: 0.2063 - val_auc: 0.9660 - 596ms/epoch - 5ms/step
Epoch 4149/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9766 - val_loss: 0.2117 - val_auc: 0.9633 - 599ms/epoch - 5ms/step
Epoch 4150/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9779 - val_loss: 0.2050 - val_auc: 0.9659 - 598ms/epoch - 5ms/step
Epoch 4151/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9772 - val_loss: 0.2131 - val_auc: 0.9638 - 595ms/epoch - 5ms/step
Epoch 4152/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9782 - val_loss: 0.2047 - val_auc: 0.9667 - 605ms/epoch - 5ms/step
Epoch 4153/5000
124/124 - 1s - loss: 0.1805 - auc: 0.9785 - val_loss: 0.2050 - val_auc: 0.9659 - 609ms/epoch - 5ms/step
Epoch 4154/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9769 - val_loss: 0.2064 - val_auc: 0.9677 - 592ms/epoch - 5ms/step
Epoch 4155/5000
124/124 - 1s - loss: 0.1812 - auc: 0.9792 - val_loss: 0.2478 - val_auc: 0.9615 - 600ms/epoch - 5ms/step
Epoch 4156/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9758 - val_loss: 0.2122 - val_auc: 0.9625 - 598ms/epoch - 5ms/step
Epoch 4157/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9763 - val_loss: 0.2165 - val_auc: 0.9613 - 603ms/epoch - 5ms/step
Epoch 4158/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9773 - val_loss: 0.2005 - val_auc: 0.9698 - 662ms/epoch - 5ms/step
Epoch 4159/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9778 - val_loss: 0.1998 - val_auc: 0.9692 - 609ms/epoch - 5ms/step
Epoch 4160/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9770 - val_loss: 0.2192 - val_auc: 0.9614 - 603ms/epoch - 5ms/step
Epoch 4161/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9780 - val_loss: 0.2376 - val_auc: 0.9660 - 676ms/epoch - 5ms/step
Epoch 4162/5000
124/124 - 1s - loss: 0.1995 - auc: 0.9731 - val_loss: 0.2145 - val_auc: 0.9661 - 624ms/epoch - 5ms/step
Epoch 4163/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9749 - val_loss: 0.2076 - val_auc: 0.9659 - 613ms/epoch - 5ms/step
Epoch 4164/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9775 - val_loss: 0.2085 - val_auc: 0.9691 - 687ms/epoch - 6ms/step
Epoch 4165/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9750 - val_loss: 0.2385 - val_auc: 0.9546 - 706ms/epoch - 6ms/step
Epoch 4166/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9775 - val_loss: 0.2095 - val_auc: 0.9617 - 663ms/epoch - 5ms/step
Epoch 4167/5000
124/124 - 1s - loss: 0.1832 - auc: 0.9780 - val_loss: 0.2203 - val_auc: 0.9630 - 674ms/epoch - 5ms/step
Epoch 4168/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9748 - val_loss: 0.2245 - val_auc: 0.9624 - 625ms/epoch - 5ms/step
Epoch 4169/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9760 - val_loss: 0.2066 - val_auc: 0.9664 - 687ms/epoch - 6ms/step
Epoch 4170/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9773 - val_loss: 0.2033 - val_auc: 0.9665 - 619ms/epoch - 5ms/step
Epoch 4171/5000
124/124 - 1s - loss: 0.1825 - auc: 0.9781 - val_loss: 0.2169 - val_auc: 0.9684 - 610ms/epoch - 5ms/step
Epoch 4172/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9759 - val_loss: 0.2263 - val_auc: 0.9648 - 670ms/epoch - 5ms/step
Epoch 4173/5000
124/124 - 1s - loss: 0.1830 - auc: 0.9785 - val_loss: 0.2224 - val_auc: 0.9619 - 607ms/epoch - 5ms/step
Epoch 4174/5000
124/124 - 1s - loss: 0.1830 - auc: 0.9780 - val_loss: 0.2025 - val_auc: 0.9670 - 610ms/epoch - 5ms/step
Epoch 4175/5000
124/124 - 1s - loss: 0.1997 - auc: 0.9733 - val_loss: 0.2179 - val_auc: 0.9674 - 667ms/epoch - 5ms/step
Epoch 4176/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9758 - val_loss: 0.1993 - val_auc: 0.9690 - 616ms/epoch - 5ms/step
Epoch 4177/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9749 - val_loss: 0.2101 - val_auc: 0.9676 - 603ms/epoch - 5ms/step
Epoch 4178/5000
124/124 - 1s - loss: 0.1978 - auc: 0.9746 - val_loss: 0.2184 - val_auc: 0.9610 - 602ms/epoch - 5ms/step
Epoch 4179/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9765 - val_loss: 0.2203 - val_auc: 0.9667 - 601ms/epoch - 5ms/step
Epoch 4180/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9774 - val_loss: 0.2166 - val_auc: 0.9695 - 597ms/epoch - 5ms/step
Epoch 4181/5000
124/124 - 1s - loss: 0.1975 - auc: 0.9744 - val_loss: 0.1975 - val_auc: 0.9699 - 601ms/epoch - 5ms/step
Epoch 4182/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9780 - val_loss: 0.2178 - val_auc: 0.9666 - 599ms/epoch - 5ms/step
Epoch 4183/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9765 - val_loss: 0.2105 - val_auc: 0.9645 - 670ms/epoch - 5ms/step
Epoch 4184/5000
124/124 - 1s - loss: 0.1812 - auc: 0.9795 - val_loss: 0.2066 - val_auc: 0.9687 - 604ms/epoch - 5ms/step
Epoch 4185/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9769 - val_loss: 0.2039 - val_auc: 0.9676 - 605ms/epoch - 5ms/step
Epoch 4186/5000
124/124 - 1s - loss: 0.1817 - auc: 0.9784 - val_loss: 0.2496 - val_auc: 0.9631 - 601ms/epoch - 5ms/step
Epoch 4187/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9759 - val_loss: 0.2015 - val_auc: 0.9698 - 594ms/epoch - 5ms/step
Epoch 4188/5000
124/124 - 1s - loss: 0.1810 - auc: 0.9788 - val_loss: 0.2091 - val_auc: 0.9664 - 589ms/epoch - 5ms/step
Epoch 4189/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9745 - val_loss: 0.2071 - val_auc: 0.9649 - 597ms/epoch - 5ms/step
Epoch 4190/5000
124/124 - 1s - loss: 0.1806 - auc: 0.9795 - val_loss: 0.2175 - val_auc: 0.9616 - 594ms/epoch - 5ms/step
Epoch 4191/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9760 - val_loss: 0.2201 - val_auc: 0.9650 - 598ms/epoch - 5ms/step
Epoch 4192/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9762 - val_loss: 0.2213 - val_auc: 0.9610 - 600ms/epoch - 5ms/step
Epoch 4193/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9748 - val_loss: 0.2151 - val_auc: 0.9691 - 607ms/epoch - 5ms/step
Epoch 4194/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9767 - val_loss: 0.2279 - val_auc: 0.9680 - 599ms/epoch - 5ms/step
Epoch 4195/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9748 - val_loss: 0.2039 - val_auc: 0.9662 - 595ms/epoch - 5ms/step
Epoch 4196/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9786 - val_loss: 0.2222 - val_auc: 0.9671 - 595ms/epoch - 5ms/step
Epoch 4197/5000
124/124 - 1s - loss: 0.1810 - auc: 0.9788 - val_loss: 0.2340 - val_auc: 0.9659 - 713ms/epoch - 6ms/step
Epoch 4198/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9775 - val_loss: 0.2249 - val_auc: 0.9667 - 795ms/epoch - 6ms/step
Epoch 4199/5000
124/124 - 1s - loss: 0.1808 - auc: 0.9793 - val_loss: 0.2093 - val_auc: 0.9652 - 884ms/epoch - 7ms/step
Epoch 4200/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9769 - val_loss: 0.2250 - val_auc: 0.9660 - 789ms/epoch - 6ms/step
Epoch 4201/5000
124/124 - 1s - loss: 0.1961 - auc: 0.9750 - val_loss: 0.2740 - val_auc: 0.9593 - 603ms/epoch - 5ms/step
Epoch 4202/5000
124/124 - 1s - loss: 0.1953 - auc: 0.9750 - val_loss: 0.2188 - val_auc: 0.9603 - 604ms/epoch - 5ms/step
Epoch 4203/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9762 - val_loss: 0.2108 - val_auc: 0.9632 - 600ms/epoch - 5ms/step
Epoch 4204/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9784 - val_loss: 0.1982 - val_auc: 0.9695 - 595ms/epoch - 5ms/step
Epoch 4205/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9768 - val_loss: 0.2082 - val_auc: 0.9646 - 599ms/epoch - 5ms/step
Epoch 4206/5000
124/124 - 1s - loss: 0.1822 - auc: 0.9787 - val_loss: 0.2134 - val_auc: 0.9628 - 598ms/epoch - 5ms/step
Epoch 4207/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9775 - val_loss: 0.2015 - val_auc: 0.9694 - 604ms/epoch - 5ms/step
Epoch 4208/5000
124/124 - 1s - loss: 0.1824 - auc: 0.9783 - val_loss: 0.2736 - val_auc: 0.9613 - 599ms/epoch - 5ms/step
Epoch 4209/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9767 - val_loss: 0.2090 - val_auc: 0.9669 - 599ms/epoch - 5ms/step
Epoch 4210/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9772 - val_loss: 0.2393 - val_auc: 0.9552 - 609ms/epoch - 5ms/step
Epoch 4211/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9761 - val_loss: 0.2344 - val_auc: 0.9649 - 595ms/epoch - 5ms/step
Epoch 4212/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9789 - val_loss: 0.2323 - val_auc: 0.9601 - 594ms/epoch - 5ms/step
Epoch 4213/5000
124/124 - 1s - loss: 0.1816 - auc: 0.9784 - val_loss: 0.2041 - val_auc: 0.9665 - 601ms/epoch - 5ms/step
Epoch 4214/5000
124/124 - 1s - loss: 0.1821 - auc: 0.9787 - val_loss: 0.2095 - val_auc: 0.9634 - 598ms/epoch - 5ms/step
Epoch 4215/5000
124/124 - 1s - loss: 0.1805 - auc: 0.9798 - val_loss: 0.2253 - val_auc: 0.9564 - 663ms/epoch - 5ms/step
Epoch 4216/5000
124/124 - 1s - loss: 0.1823 - auc: 0.9786 - val_loss: 0.2135 - val_auc: 0.9641 - 602ms/epoch - 5ms/step
Epoch 4217/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9762 - val_loss: 0.2067 - val_auc: 0.9660 - 598ms/epoch - 5ms/step
Epoch 4218/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9751 - val_loss: 0.2299 - val_auc: 0.9615 - 591ms/epoch - 5ms/step
Epoch 4219/5000
124/124 - 1s - loss: 0.1809 - auc: 0.9788 - val_loss: 0.2337 - val_auc: 0.9601 - 597ms/epoch - 5ms/step
Epoch 4220/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9749 - val_loss: 0.2289 - val_auc: 0.9628 - 545ms/epoch - 4ms/step
Epoch 4221/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9765 - val_loss: 0.2196 - val_auc: 0.9625 - 592ms/epoch - 5ms/step
Epoch 4222/5000
124/124 - 1s - loss: 0.1810 - auc: 0.9787 - val_loss: 0.2361 - val_auc: 0.9554 - 659ms/epoch - 5ms/step
Epoch 4223/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9777 - val_loss: 0.2067 - val_auc: 0.9680 - 546ms/epoch - 4ms/step
Epoch 4224/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9763 - val_loss: 0.2178 - val_auc: 0.9643 - 598ms/epoch - 5ms/step
Epoch 4225/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9777 - val_loss: 0.2064 - val_auc: 0.9657 - 594ms/epoch - 5ms/step
Epoch 4226/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9755 - val_loss: 0.2210 - val_auc: 0.9610 - 654ms/epoch - 5ms/step
Epoch 4227/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9766 - val_loss: 0.2030 - val_auc: 0.9672 - 608ms/epoch - 5ms/step
Epoch 4228/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9767 - val_loss: 0.2395 - val_auc: 0.9638 - 610ms/epoch - 5ms/step
Epoch 4229/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9778 - val_loss: 0.2061 - val_auc: 0.9657 - 675ms/epoch - 5ms/step
Epoch 4230/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9785 - val_loss: 0.2082 - val_auc: 0.9643 - 617ms/epoch - 5ms/step
Epoch 4231/5000
124/124 - 1s - loss: 0.1773 - auc: 0.9809 - val_loss: 0.2063 - val_auc: 0.9644 - 676ms/epoch - 5ms/step
Epoch 4232/5000
124/124 - 1s - loss: 0.1825 - auc: 0.9788 - val_loss: 0.2088 - val_auc: 0.9625 - 626ms/epoch - 5ms/step
Epoch 4233/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9777 - val_loss: 0.2543 - val_auc: 0.9653 - 675ms/epoch - 5ms/step
Epoch 4234/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9778 - val_loss: 0.2137 - val_auc: 0.9650 - 614ms/epoch - 5ms/step
Epoch 4235/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9775 - val_loss: 0.2117 - val_auc: 0.9650 - 617ms/epoch - 5ms/step
Epoch 4236/5000
124/124 - 1s - loss: 0.1793 - auc: 0.9793 - val_loss: 0.2122 - val_auc: 0.9626 - 663ms/epoch - 5ms/step
Epoch 4237/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9761 - val_loss: 0.2243 - val_auc: 0.9634 - 613ms/epoch - 5ms/step
Epoch 4238/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9766 - val_loss: 0.2633 - val_auc: 0.9635 - 607ms/epoch - 5ms/step
Epoch 4239/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9774 - val_loss: 0.2232 - val_auc: 0.9588 - 603ms/epoch - 5ms/step
Epoch 4240/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9778 - val_loss: 0.2168 - val_auc: 0.9643 - 603ms/epoch - 5ms/step
Epoch 4241/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9791 - val_loss: 0.2241 - val_auc: 0.9632 - 603ms/epoch - 5ms/step
Epoch 4242/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9773 - val_loss: 0.2189 - val_auc: 0.9634 - 588ms/epoch - 5ms/step
Epoch 4243/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9772 - val_loss: 0.2079 - val_auc: 0.9660 - 598ms/epoch - 5ms/step
Epoch 4244/5000
124/124 - 1s - loss: 0.2082 - auc: 0.9728 - val_loss: 0.2081 - val_auc: 0.9684 - 659ms/epoch - 5ms/step
Epoch 4245/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9776 - val_loss: 0.2065 - val_auc: 0.9665 - 622ms/epoch - 5ms/step
Epoch 4246/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9772 - val_loss: 0.2233 - val_auc: 0.9654 - 603ms/epoch - 5ms/step
Epoch 4247/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9777 - val_loss: 0.2119 - val_auc: 0.9663 - 617ms/epoch - 5ms/step
Epoch 4248/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9778 - val_loss: 0.2248 - val_auc: 0.9645 - 662ms/epoch - 5ms/step
Epoch 4249/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9771 - val_loss: 0.2092 - val_auc: 0.9677 - 607ms/epoch - 5ms/step
Epoch 4250/5000
124/124 - 1s - loss: 0.1804 - auc: 0.9793 - val_loss: 0.2279 - val_auc: 0.9679 - 603ms/epoch - 5ms/step
Epoch 4251/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9746 - val_loss: 0.2132 - val_auc: 0.9666 - 600ms/epoch - 5ms/step
Epoch 4252/5000
124/124 - 1s - loss: 0.2051 - auc: 0.9720 - val_loss: 0.2635 - val_auc: 0.9590 - 610ms/epoch - 5ms/step
Epoch 4253/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9763 - val_loss: 0.2149 - val_auc: 0.9658 - 603ms/epoch - 5ms/step
Epoch 4254/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9785 - val_loss: 0.2015 - val_auc: 0.9701 - 541ms/epoch - 4ms/step
Epoch 4255/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9781 - val_loss: 0.2127 - val_auc: 0.9667 - 596ms/epoch - 5ms/step
Epoch 4256/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9775 - val_loss: 0.2289 - val_auc: 0.9627 - 598ms/epoch - 5ms/step
Epoch 4257/5000
124/124 - 1s - loss: 0.1820 - auc: 0.9787 - val_loss: 0.2045 - val_auc: 0.9677 - 606ms/epoch - 5ms/step
Epoch 4258/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9755 - val_loss: 0.2283 - val_auc: 0.9657 - 653ms/epoch - 5ms/step
Epoch 4259/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9768 - val_loss: 0.2268 - val_auc: 0.9624 - 614ms/epoch - 5ms/step
Epoch 4260/5000
124/124 - 1s - loss: 0.1813 - auc: 0.9789 - val_loss: 0.2041 - val_auc: 0.9674 - 611ms/epoch - 5ms/step
Epoch 4261/5000
124/124 - 1s - loss: 0.1814 - auc: 0.9787 - val_loss: 0.2061 - val_auc: 0.9662 - 674ms/epoch - 5ms/step
Epoch 4262/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9782 - val_loss: 0.2054 - val_auc: 0.9696 - 605ms/epoch - 5ms/step
Epoch 4263/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9783 - val_loss: 0.2325 - val_auc: 0.9593 - 601ms/epoch - 5ms/step
Epoch 4264/5000
124/124 - 1s - loss: 0.1966 - auc: 0.9736 - val_loss: 0.2016 - val_auc: 0.9694 - 610ms/epoch - 5ms/step
Epoch 4265/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9775 - val_loss: 0.2037 - val_auc: 0.9686 - 662ms/epoch - 5ms/step
Epoch 4266/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9766 - val_loss: 0.2064 - val_auc: 0.9679 - 604ms/epoch - 5ms/step
Epoch 4267/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9779 - val_loss: 0.2178 - val_auc: 0.9665 - 603ms/epoch - 5ms/step
Epoch 4268/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9774 - val_loss: 0.2074 - val_auc: 0.9664 - 612ms/epoch - 5ms/step
Epoch 4269/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9780 - val_loss: 0.2167 - val_auc: 0.9610 - 671ms/epoch - 5ms/step
Epoch 4270/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9761 - val_loss: 0.2167 - val_auc: 0.9595 - 615ms/epoch - 5ms/step
Epoch 4271/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9783 - val_loss: 0.2045 - val_auc: 0.9691 - 679ms/epoch - 5ms/step
Epoch 4272/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9753 - val_loss: 0.2129 - val_auc: 0.9632 - 626ms/epoch - 5ms/step
Epoch 4273/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9761 - val_loss: 0.2131 - val_auc: 0.9652 - 689ms/epoch - 6ms/step
Epoch 4274/5000
124/124 - 1s - loss: 0.1816 - auc: 0.9782 - val_loss: 0.2192 - val_auc: 0.9621 - 618ms/epoch - 5ms/step
Epoch 4275/5000
124/124 - 1s - loss: 0.1834 - auc: 0.9785 - val_loss: 0.2165 - val_auc: 0.9660 - 669ms/epoch - 5ms/step
Epoch 4276/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9760 - val_loss: 0.2207 - val_auc: 0.9627 - 610ms/epoch - 5ms/step
Epoch 4277/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9785 - val_loss: 0.2098 - val_auc: 0.9702 - 619ms/epoch - 5ms/step
Epoch 4278/5000
124/124 - 1s - loss: 0.2001 - auc: 0.9740 - val_loss: 0.2088 - val_auc: 0.9674 - 539ms/epoch - 4ms/step
Epoch 4279/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9770 - val_loss: 0.2362 - val_auc: 0.9550 - 672ms/epoch - 5ms/step
Epoch 4280/5000
124/124 - 1s - loss: 0.1843 - auc: 0.9788 - val_loss: 0.2153 - val_auc: 0.9627 - 603ms/epoch - 5ms/step
Epoch 4281/5000
124/124 - 1s - loss: 0.1801 - auc: 0.9791 - val_loss: 0.2204 - val_auc: 0.9604 - 602ms/epoch - 5ms/step
Epoch 4282/5000
124/124 - 1s - loss: 0.1815 - auc: 0.9788 - val_loss: 0.2196 - val_auc: 0.9648 - 597ms/epoch - 5ms/step
Epoch 4283/5000
124/124 - 1s - loss: 0.1791 - auc: 0.9794 - val_loss: 0.2185 - val_auc: 0.9651 - 604ms/epoch - 5ms/step
Epoch 4284/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9766 - val_loss: 0.2216 - val_auc: 0.9657 - 592ms/epoch - 5ms/step
Epoch 4285/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9776 - val_loss: 0.2321 - val_auc: 0.9627 - 606ms/epoch - 5ms/step
Epoch 4286/5000
124/124 - 1s - loss: 0.1958 - auc: 0.9748 - val_loss: 0.2235 - val_auc: 0.9659 - 603ms/epoch - 5ms/step
Epoch 4287/5000
124/124 - 1s - loss: 0.2051 - auc: 0.9726 - val_loss: 0.2359 - val_auc: 0.9628 - 602ms/epoch - 5ms/step
Epoch 4288/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9777 - val_loss: 0.2100 - val_auc: 0.9660 - 657ms/epoch - 5ms/step
Epoch 4289/5000
124/124 - 1s - loss: 0.1840 - auc: 0.9773 - val_loss: 0.2178 - val_auc: 0.9610 - 616ms/epoch - 5ms/step
Epoch 4290/5000
124/124 - 1s - loss: 0.1932 - auc: 0.9765 - val_loss: 0.2305 - val_auc: 0.9644 - 600ms/epoch - 5ms/step
Epoch 4291/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9779 - val_loss: 0.2195 - val_auc: 0.9667 - 601ms/epoch - 5ms/step
Epoch 4292/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9766 - val_loss: 0.2262 - val_auc: 0.9580 - 600ms/epoch - 5ms/step
Epoch 4293/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9780 - val_loss: 0.2185 - val_auc: 0.9663 - 609ms/epoch - 5ms/step
Epoch 4294/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9766 - val_loss: 0.2041 - val_auc: 0.9690 - 665ms/epoch - 5ms/step
Epoch 4295/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9778 - val_loss: 0.2109 - val_auc: 0.9637 - 607ms/epoch - 5ms/step
Epoch 4296/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9771 - val_loss: 0.2169 - val_auc: 0.9618 - 612ms/epoch - 5ms/step
Epoch 4297/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9763 - val_loss: 0.2159 - val_auc: 0.9624 - 615ms/epoch - 5ms/step
Epoch 4298/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9773 - val_loss: 0.2145 - val_auc: 0.9637 - 650ms/epoch - 5ms/step
Epoch 4299/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9777 - val_loss: 0.2215 - val_auc: 0.9603 - 597ms/epoch - 5ms/step
Epoch 4300/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9779 - val_loss: 0.2178 - val_auc: 0.9656 - 599ms/epoch - 5ms/step
Epoch 4301/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9779 - val_loss: 0.2063 - val_auc: 0.9679 - 602ms/epoch - 5ms/step
Epoch 4302/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9780 - val_loss: 0.2337 - val_auc: 0.9519 - 605ms/epoch - 5ms/step
Epoch 4303/5000
124/124 - 1s - loss: 0.1824 - auc: 0.9786 - val_loss: 0.2293 - val_auc: 0.9669 - 603ms/epoch - 5ms/step
Epoch 4304/5000
124/124 - 1s - loss: 0.1816 - auc: 0.9784 - val_loss: 0.2135 - val_auc: 0.9627 - 603ms/epoch - 5ms/step
Epoch 4305/5000
124/124 - 1s - loss: 0.1783 - auc: 0.9795 - val_loss: 0.2391 - val_auc: 0.9608 - 598ms/epoch - 5ms/step
Epoch 4306/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9784 - val_loss: 0.2152 - val_auc: 0.9665 - 604ms/epoch - 5ms/step
Epoch 4307/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9762 - val_loss: 0.2279 - val_auc: 0.9603 - 599ms/epoch - 5ms/step
Epoch 4308/5000
124/124 - 1s - loss: 0.1974 - auc: 0.9748 - val_loss: 0.2276 - val_auc: 0.9640 - 604ms/epoch - 5ms/step
Epoch 4309/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9759 - val_loss: 0.2090 - val_auc: 0.9648 - 663ms/epoch - 5ms/step
Epoch 4310/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9778 - val_loss: 0.2045 - val_auc: 0.9677 - 612ms/epoch - 5ms/step
Epoch 4311/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9781 - val_loss: 0.2200 - val_auc: 0.9703 - 601ms/epoch - 5ms/step
Epoch 4312/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9776 - val_loss: 0.2158 - val_auc: 0.9625 - 608ms/epoch - 5ms/step
Epoch 4313/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9785 - val_loss: 0.2121 - val_auc: 0.9623 - 601ms/epoch - 5ms/step
Epoch 4314/5000
124/124 - 1s - loss: 0.1784 - auc: 0.9800 - val_loss: 0.2107 - val_auc: 0.9630 - 601ms/epoch - 5ms/step
Epoch 4315/5000
124/124 - 1s - loss: 0.1800 - auc: 0.9794 - val_loss: 0.2237 - val_auc: 0.9639 - 598ms/epoch - 5ms/step
Epoch 4316/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9766 - val_loss: 0.2321 - val_auc: 0.9646 - 600ms/epoch - 5ms/step
Epoch 4317/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9775 - val_loss: 0.2138 - val_auc: 0.9666 - 601ms/epoch - 5ms/step
Epoch 4318/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9749 - val_loss: 0.2065 - val_auc: 0.9664 - 668ms/epoch - 5ms/step
Epoch 4319/5000
124/124 - 1s - loss: 0.1852 - auc: 0.9776 - val_loss: 0.2184 - val_auc: 0.9604 - 603ms/epoch - 5ms/step
Epoch 4320/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9786 - val_loss: 0.2103 - val_auc: 0.9661 - 605ms/epoch - 5ms/step
Epoch 4321/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9745 - val_loss: 0.2568 - val_auc: 0.9550 - 603ms/epoch - 5ms/step
Epoch 4322/5000
124/124 - 1s - loss: 0.1980 - auc: 0.9739 - val_loss: 0.2147 - val_auc: 0.9647 - 610ms/epoch - 5ms/step
Epoch 4323/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9767 - val_loss: 0.2028 - val_auc: 0.9693 - 604ms/epoch - 5ms/step
Epoch 4324/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9766 - val_loss: 0.2187 - val_auc: 0.9675 - 616ms/epoch - 5ms/step
Epoch 4325/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9777 - val_loss: 0.2087 - val_auc: 0.9652 - 617ms/epoch - 5ms/step
Epoch 4326/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9774 - val_loss: 0.2698 - val_auc: 0.9451 - 676ms/epoch - 5ms/step
Epoch 4327/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9781 - val_loss: 0.2122 - val_auc: 0.9687 - 623ms/epoch - 5ms/step
Epoch 4328/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9769 - val_loss: 0.1999 - val_auc: 0.9689 - 681ms/epoch - 5ms/step
Epoch 4329/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9763 - val_loss: 0.2079 - val_auc: 0.9688 - 619ms/epoch - 5ms/step
Epoch 4330/5000
124/124 - 1s - loss: 0.1827 - auc: 0.9777 - val_loss: 0.2083 - val_auc: 0.9697 - 681ms/epoch - 5ms/step
Epoch 4331/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9777 - val_loss: 0.2692 - val_auc: 0.9629 - 680ms/epoch - 5ms/step
Epoch 4332/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9770 - val_loss: 0.2264 - val_auc: 0.9644 - 623ms/epoch - 5ms/step
Epoch 4333/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9772 - val_loss: 0.2122 - val_auc: 0.9634 - 606ms/epoch - 5ms/step
Epoch 4334/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9752 - val_loss: 0.2199 - val_auc: 0.9623 - 612ms/epoch - 5ms/step
Epoch 4335/5000
124/124 - 1s - loss: 0.1825 - auc: 0.9788 - val_loss: 0.1991 - val_auc: 0.9700 - 620ms/epoch - 5ms/step
Epoch 4336/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9764 - val_loss: 0.2078 - val_auc: 0.9624 - 608ms/epoch - 5ms/step
Epoch 4337/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9776 - val_loss: 0.2205 - val_auc: 0.9656 - 666ms/epoch - 5ms/step
Epoch 4338/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9764 - val_loss: 0.2649 - val_auc: 0.9592 - 604ms/epoch - 5ms/step
Epoch 4339/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9753 - val_loss: 0.2027 - val_auc: 0.9679 - 598ms/epoch - 5ms/step
Epoch 4340/5000
124/124 - 1s - loss: 0.2059 - auc: 0.9730 - val_loss: 0.2448 - val_auc: 0.9670 - 600ms/epoch - 5ms/step
Epoch 4341/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9764 - val_loss: 0.2116 - val_auc: 0.9650 - 601ms/epoch - 5ms/step
Epoch 4342/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9758 - val_loss: 0.2048 - val_auc: 0.9664 - 603ms/epoch - 5ms/step
Epoch 4343/5000
124/124 - 1s - loss: 0.1808 - auc: 0.9795 - val_loss: 0.2097 - val_auc: 0.9663 - 599ms/epoch - 5ms/step
Epoch 4344/5000
124/124 - 1s - loss: 0.1804 - auc: 0.9792 - val_loss: 0.2078 - val_auc: 0.9668 - 665ms/epoch - 5ms/step
Epoch 4345/5000
124/124 - 1s - loss: 0.1816 - auc: 0.9791 - val_loss: 0.1997 - val_auc: 0.9692 - 612ms/epoch - 5ms/step
Epoch 4346/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9772 - val_loss: 0.2203 - val_auc: 0.9587 - 598ms/epoch - 5ms/step
Epoch 4347/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9771 - val_loss: 0.2039 - val_auc: 0.9666 - 604ms/epoch - 5ms/step
Epoch 4348/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9767 - val_loss: 0.2293 - val_auc: 0.9644 - 605ms/epoch - 5ms/step
Epoch 4349/5000
124/124 - 1s - loss: 0.1797 - auc: 0.9790 - val_loss: 0.2085 - val_auc: 0.9664 - 599ms/epoch - 5ms/step
Epoch 4350/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9773 - val_loss: 0.2123 - val_auc: 0.9647 - 595ms/epoch - 5ms/step
Epoch 4351/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9773 - val_loss: 0.2205 - val_auc: 0.9600 - 602ms/epoch - 5ms/step
Epoch 4352/5000
124/124 - 1s - loss: 0.1811 - auc: 0.9784 - val_loss: 0.2056 - val_auc: 0.9666 - 604ms/epoch - 5ms/step
Epoch 4353/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9772 - val_loss: 0.2109 - val_auc: 0.9618 - 600ms/epoch - 5ms/step
Epoch 4354/5000
124/124 - 1s - loss: 0.1936 - auc: 0.9753 - val_loss: 0.2054 - val_auc: 0.9673 - 658ms/epoch - 5ms/step
Epoch 4355/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9763 - val_loss: 0.2102 - val_auc: 0.9657 - 612ms/epoch - 5ms/step
Epoch 4356/5000
124/124 - 1s - loss: 0.2012 - auc: 0.9738 - val_loss: 0.2035 - val_auc: 0.9679 - 612ms/epoch - 5ms/step
Epoch 4357/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9781 - val_loss: 0.2080 - val_auc: 0.9656 - 678ms/epoch - 5ms/step
Epoch 4358/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9773 - val_loss: 0.2013 - val_auc: 0.9684 - 627ms/epoch - 5ms/step
Epoch 4359/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9768 - val_loss: 0.2059 - val_auc: 0.9690 - 669ms/epoch - 5ms/step
Epoch 4360/5000
124/124 - 1s - loss: 0.1963 - auc: 0.9751 - val_loss: 0.3144 - val_auc: 0.9609 - 629ms/epoch - 5ms/step
Epoch 4361/5000
124/124 - 1s - loss: 0.2085 - auc: 0.9707 - val_loss: 0.2226 - val_auc: 0.9634 - 658ms/epoch - 5ms/step
Epoch 4362/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9762 - val_loss: 0.2144 - val_auc: 0.9638 - 618ms/epoch - 5ms/step
Epoch 4363/5000
124/124 - 1s - loss: 0.1827 - auc: 0.9790 - val_loss: 0.2187 - val_auc: 0.9616 - 621ms/epoch - 5ms/step
Epoch 4364/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9780 - val_loss: 0.2032 - val_auc: 0.9669 - 677ms/epoch - 5ms/step
Epoch 4365/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9772 - val_loss: 0.2138 - val_auc: 0.9651 - 680ms/epoch - 5ms/step
Epoch 4366/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9771 - val_loss: 0.2535 - val_auc: 0.9583 - 628ms/epoch - 5ms/step
Epoch 4367/5000
124/124 - 1s - loss: 0.1829 - auc: 0.9785 - val_loss: 0.2131 - val_auc: 0.9619 - 667ms/epoch - 5ms/step
Epoch 4368/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9750 - val_loss: 0.2274 - val_auc: 0.9628 - 609ms/epoch - 5ms/step
Epoch 4369/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9762 - val_loss: 0.2086 - val_auc: 0.9678 - 607ms/epoch - 5ms/step
Epoch 4370/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9755 - val_loss: 0.2081 - val_auc: 0.9651 - 603ms/epoch - 5ms/step
Epoch 4371/5000
124/124 - 1s - loss: 0.1826 - auc: 0.9781 - val_loss: 0.2085 - val_auc: 0.9625 - 601ms/epoch - 5ms/step
Epoch 4372/5000
124/124 - 1s - loss: 0.1827 - auc: 0.9786 - val_loss: 0.2068 - val_auc: 0.9661 - 659ms/epoch - 5ms/step
Epoch 4373/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9787 - val_loss: 0.2035 - val_auc: 0.9670 - 541ms/epoch - 4ms/step
Epoch 4374/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9781 - val_loss: 0.2030 - val_auc: 0.9684 - 659ms/epoch - 5ms/step
Epoch 4375/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9767 - val_loss: 0.1972 - val_auc: 0.9695 - 614ms/epoch - 5ms/step
Epoch 4376/5000
124/124 - 1s - loss: 0.1809 - auc: 0.9792 - val_loss: 0.2049 - val_auc: 0.9659 - 620ms/epoch - 5ms/step
Epoch 4377/5000
124/124 - 1s - loss: 0.1796 - auc: 0.9788 - val_loss: 0.2217 - val_auc: 0.9656 - 655ms/epoch - 5ms/step
Epoch 4378/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9742 - val_loss: 0.2049 - val_auc: 0.9673 - 598ms/epoch - 5ms/step
Epoch 4379/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9755 - val_loss: 0.2193 - val_auc: 0.9650 - 618ms/epoch - 5ms/step
Epoch 4380/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9747 - val_loss: 0.2233 - val_auc: 0.9646 - 593ms/epoch - 5ms/step
Epoch 4381/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9784 - val_loss: 0.2198 - val_auc: 0.9594 - 594ms/epoch - 5ms/step
Epoch 4382/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9767 - val_loss: 0.2180 - val_auc: 0.9650 - 603ms/epoch - 5ms/step
Epoch 4383/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9757 - val_loss: 0.2187 - val_auc: 0.9625 - 599ms/epoch - 5ms/step
Epoch 4384/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9763 - val_loss: 0.2128 - val_auc: 0.9672 - 605ms/epoch - 5ms/step
Epoch 4385/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9758 - val_loss: 0.2018 - val_auc: 0.9682 - 611ms/epoch - 5ms/step
Epoch 4386/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9781 - val_loss: 0.2077 - val_auc: 0.9689 - 606ms/epoch - 5ms/step
Epoch 4387/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9777 - val_loss: 0.2281 - val_auc: 0.9588 - 545ms/epoch - 4ms/step
Epoch 4388/5000
124/124 - 1s - loss: 0.1876 - auc: 0.9769 - val_loss: 0.2498 - val_auc: 0.9542 - 603ms/epoch - 5ms/step
Epoch 4389/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9772 - val_loss: 0.1992 - val_auc: 0.9687 - 650ms/epoch - 5ms/step
Epoch 4390/5000
124/124 - 1s - loss: 0.1801 - auc: 0.9802 - val_loss: 0.2974 - val_auc: 0.9569 - 717ms/epoch - 6ms/step
Epoch 4391/5000
124/124 - 1s - loss: 0.2176 - auc: 0.9689 - val_loss: 0.2179 - val_auc: 0.9636 - 876ms/epoch - 7ms/step
Epoch 4392/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9772 - val_loss: 0.2058 - val_auc: 0.9638 - 898ms/epoch - 7ms/step
Epoch 4393/5000
124/124 - 1s - loss: 0.1787 - auc: 0.9787 - val_loss: 0.2141 - val_auc: 0.9660 - 612ms/epoch - 5ms/step
Epoch 4394/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9777 - val_loss: 0.2192 - val_auc: 0.9624 - 613ms/epoch - 5ms/step
Epoch 4395/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9766 - val_loss: 0.1987 - val_auc: 0.9684 - 608ms/epoch - 5ms/step
Epoch 4396/5000
124/124 - 1s - loss: 0.1812 - auc: 0.9787 - val_loss: 0.2245 - val_auc: 0.9615 - 596ms/epoch - 5ms/step
Epoch 4397/5000
124/124 - 1s - loss: 0.1829 - auc: 0.9784 - val_loss: 0.2148 - val_auc: 0.9612 - 605ms/epoch - 5ms/step
Epoch 4398/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9789 - val_loss: 0.2181 - val_auc: 0.9609 - 553ms/epoch - 4ms/step
Epoch 4399/5000
124/124 - 1s - loss: 0.1849 - auc: 0.9783 - val_loss: 0.2095 - val_auc: 0.9665 - 601ms/epoch - 5ms/step
Epoch 4400/5000
124/124 - 1s - loss: 0.1794 - auc: 0.9793 - val_loss: 0.2035 - val_auc: 0.9667 - 603ms/epoch - 5ms/step
Epoch 4401/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9779 - val_loss: 0.2240 - val_auc: 0.9625 - 605ms/epoch - 5ms/step
Epoch 4402/5000
124/124 - 1s - loss: 0.1958 - auc: 0.9747 - val_loss: 0.2065 - val_auc: 0.9650 - 601ms/epoch - 5ms/step
Epoch 4403/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9774 - val_loss: 0.2139 - val_auc: 0.9662 - 595ms/epoch - 5ms/step
Epoch 4404/5000
124/124 - 1s - loss: 0.1816 - auc: 0.9792 - val_loss: 0.2156 - val_auc: 0.9682 - 606ms/epoch - 5ms/step
Epoch 4405/5000
124/124 - 1s - loss: 0.1950 - auc: 0.9750 - val_loss: 0.1995 - val_auc: 0.9685 - 614ms/epoch - 5ms/step
Epoch 4406/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9777 - val_loss: 0.2132 - val_auc: 0.9677 - 670ms/epoch - 5ms/step
Epoch 4407/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9765 - val_loss: 0.2146 - val_auc: 0.9633 - 615ms/epoch - 5ms/step
Epoch 4408/5000
124/124 - 1s - loss: 0.1953 - auc: 0.9752 - val_loss: 0.2089 - val_auc: 0.9654 - 616ms/epoch - 5ms/step
Epoch 4409/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9756 - val_loss: 0.2044 - val_auc: 0.9653 - 663ms/epoch - 5ms/step
Epoch 4410/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9776 - val_loss: 0.2073 - val_auc: 0.9642 - 620ms/epoch - 5ms/step
Epoch 4411/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9768 - val_loss: 0.2101 - val_auc: 0.9661 - 669ms/epoch - 5ms/step
Epoch 4412/5000
124/124 - 1s - loss: 0.1820 - auc: 0.9785 - val_loss: 0.2161 - val_auc: 0.9634 - 617ms/epoch - 5ms/step
Epoch 4413/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9784 - val_loss: 0.2357 - val_auc: 0.9660 - 616ms/epoch - 5ms/step
Epoch 4414/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9748 - val_loss: 0.2657 - val_auc: 0.9621 - 660ms/epoch - 5ms/step
Epoch 4415/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9770 - val_loss: 0.2003 - val_auc: 0.9687 - 610ms/epoch - 5ms/step
Epoch 4416/5000
124/124 - 1s - loss: 0.1816 - auc: 0.9780 - val_loss: 0.2080 - val_auc: 0.9641 - 623ms/epoch - 5ms/step
Epoch 4417/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9766 - val_loss: 0.1983 - val_auc: 0.9702 - 694ms/epoch - 6ms/step
Epoch 4418/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9779 - val_loss: 0.2116 - val_auc: 0.9635 - 681ms/epoch - 5ms/step
Epoch 4419/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9782 - val_loss: 0.2131 - val_auc: 0.9658 - 699ms/epoch - 6ms/step
Epoch 4420/5000
124/124 - 1s - loss: 0.1792 - auc: 0.9791 - val_loss: 0.2292 - val_auc: 0.9599 - 698ms/epoch - 6ms/step
Epoch 4421/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9771 - val_loss: 0.2090 - val_auc: 0.9641 - 685ms/epoch - 6ms/step
Epoch 4422/5000
124/124 - 1s - loss: 0.2010 - auc: 0.9732 - val_loss: 0.2062 - val_auc: 0.9656 - 612ms/epoch - 5ms/step
Epoch 4423/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9779 - val_loss: 0.2131 - val_auc: 0.9624 - 681ms/epoch - 5ms/step
Epoch 4424/5000
124/124 - 1s - loss: 0.1958 - auc: 0.9747 - val_loss: 0.2020 - val_auc: 0.9697 - 619ms/epoch - 5ms/step
Epoch 4425/5000
124/124 - 1s - loss: 0.1823 - auc: 0.9783 - val_loss: 0.2244 - val_auc: 0.9669 - 663ms/epoch - 5ms/step
Epoch 4426/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9773 - val_loss: 0.2395 - val_auc: 0.9649 - 617ms/epoch - 5ms/step
Epoch 4427/5000
124/124 - 1s - loss: 0.1993 - auc: 0.9740 - val_loss: 0.2106 - val_auc: 0.9647 - 607ms/epoch - 5ms/step
Epoch 4428/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9754 - val_loss: 0.2106 - val_auc: 0.9653 - 611ms/epoch - 5ms/step
Epoch 4429/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9736 - val_loss: 0.2231 - val_auc: 0.9625 - 668ms/epoch - 5ms/step
Epoch 4430/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9768 - val_loss: 0.2121 - val_auc: 0.9654 - 610ms/epoch - 5ms/step
Epoch 4431/5000
124/124 - 1s - loss: 0.1852 - auc: 0.9777 - val_loss: 0.2091 - val_auc: 0.9669 - 605ms/epoch - 5ms/step
Epoch 4432/5000
124/124 - 1s - loss: 0.1934 - auc: 0.9749 - val_loss: 0.2099 - val_auc: 0.9643 - 667ms/epoch - 5ms/step
Epoch 4433/5000
124/124 - 1s - loss: 0.1798 - auc: 0.9786 - val_loss: 0.2112 - val_auc: 0.9677 - 607ms/epoch - 5ms/step
Epoch 4434/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9791 - val_loss: 0.2011 - val_auc: 0.9681 - 605ms/epoch - 5ms/step
Epoch 4435/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9776 - val_loss: 0.2016 - val_auc: 0.9694 - 610ms/epoch - 5ms/step
Epoch 4436/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9770 - val_loss: 0.2198 - val_auc: 0.9645 - 666ms/epoch - 5ms/step
Epoch 4437/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9784 - val_loss: 0.2060 - val_auc: 0.9655 - 607ms/epoch - 5ms/step
Epoch 4438/5000
124/124 - 1s - loss: 0.1830 - auc: 0.9785 - val_loss: 0.2191 - val_auc: 0.9617 - 594ms/epoch - 5ms/step
Epoch 4439/5000
124/124 - 1s - loss: 0.1781 - auc: 0.9797 - val_loss: 0.2221 - val_auc: 0.9634 - 609ms/epoch - 5ms/step
Epoch 4440/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9768 - val_loss: 0.2081 - val_auc: 0.9660 - 601ms/epoch - 5ms/step
Epoch 4441/5000
124/124 - 1s - loss: 0.1946 - auc: 0.9757 - val_loss: 0.2074 - val_auc: 0.9649 - 605ms/epoch - 5ms/step
Epoch 4442/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9785 - val_loss: 0.2217 - val_auc: 0.9628 - 603ms/epoch - 5ms/step
Epoch 4443/5000
124/124 - 1s - loss: 0.1777 - auc: 0.9798 - val_loss: 0.2267 - val_auc: 0.9638 - 603ms/epoch - 5ms/step
Epoch 4444/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9786 - val_loss: 0.2114 - val_auc: 0.9638 - 600ms/epoch - 5ms/step
Epoch 4445/5000
124/124 - 1s - loss: 0.1805 - auc: 0.9790 - val_loss: 0.2039 - val_auc: 0.9687 - 602ms/epoch - 5ms/step
Epoch 4446/5000
124/124 - 1s - loss: 0.1834 - auc: 0.9774 - val_loss: 0.2180 - val_auc: 0.9591 - 658ms/epoch - 5ms/step
Epoch 4447/5000
124/124 - 1s - loss: 0.1791 - auc: 0.9789 - val_loss: 0.2189 - val_auc: 0.9660 - 603ms/epoch - 5ms/step
Epoch 4448/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9764 - val_loss: 0.2897 - val_auc: 0.9641 - 601ms/epoch - 5ms/step
Epoch 4449/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9764 - val_loss: 0.2091 - val_auc: 0.9645 - 604ms/epoch - 5ms/step
Epoch 4450/5000
124/124 - 1s - loss: 0.1932 - auc: 0.9760 - val_loss: 0.2228 - val_auc: 0.9661 - 616ms/epoch - 5ms/step
Epoch 4451/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9732 - val_loss: 0.2163 - val_auc: 0.9650 - 687ms/epoch - 6ms/step
Epoch 4452/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9765 - val_loss: 0.2289 - val_auc: 0.9584 - 671ms/epoch - 5ms/step
Epoch 4453/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9775 - val_loss: 0.2074 - val_auc: 0.9672 - 622ms/epoch - 5ms/step
Epoch 4454/5000
124/124 - 1s - loss: 0.1794 - auc: 0.9803 - val_loss: 0.2106 - val_auc: 0.9662 - 606ms/epoch - 5ms/step
Epoch 4455/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9765 - val_loss: 0.2234 - val_auc: 0.9601 - 675ms/epoch - 5ms/step
Epoch 4456/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9784 - val_loss: 0.2442 - val_auc: 0.9560 - 608ms/epoch - 5ms/step
Epoch 4457/5000
124/124 - 1s - loss: 0.1922 - auc: 0.9757 - val_loss: 0.2192 - val_auc: 0.9679 - 601ms/epoch - 5ms/step
Epoch 4458/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9772 - val_loss: 0.2160 - val_auc: 0.9621 - 600ms/epoch - 5ms/step
Epoch 4459/5000
124/124 - 1s - loss: 0.1827 - auc: 0.9789 - val_loss: 0.2284 - val_auc: 0.9634 - 595ms/epoch - 5ms/step
Epoch 4460/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9764 - val_loss: 0.2259 - val_auc: 0.9579 - 598ms/epoch - 5ms/step
Epoch 4461/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9784 - val_loss: 0.2157 - val_auc: 0.9670 - 595ms/epoch - 5ms/step
Epoch 4462/5000
124/124 - 1s - loss: 0.2103 - auc: 0.9705 - val_loss: 0.2036 - val_auc: 0.9702 - 601ms/epoch - 5ms/step
Epoch 4463/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9762 - val_loss: 0.2132 - val_auc: 0.9665 - 599ms/epoch - 5ms/step
Epoch 4464/5000
124/124 - 1s - loss: 0.1821 - auc: 0.9782 - val_loss: 0.2006 - val_auc: 0.9694 - 601ms/epoch - 5ms/step
Epoch 4465/5000
124/124 - 1s - loss: 0.1784 - auc: 0.9792 - val_loss: 0.2224 - val_auc: 0.9589 - 611ms/epoch - 5ms/step
Epoch 4466/5000
124/124 - 1s - loss: 0.1798 - auc: 0.9794 - val_loss: 0.2184 - val_auc: 0.9630 - 605ms/epoch - 5ms/step
Epoch 4467/5000
124/124 - 1s - loss: 0.1817 - auc: 0.9787 - val_loss: 0.2228 - val_auc: 0.9647 - 608ms/epoch - 5ms/step
Epoch 4468/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9759 - val_loss: 0.2010 - val_auc: 0.9698 - 605ms/epoch - 5ms/step
Epoch 4469/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9774 - val_loss: 0.2249 - val_auc: 0.9652 - 600ms/epoch - 5ms/step
Epoch 4470/5000
124/124 - 1s - loss: 0.1967 - auc: 0.9739 - val_loss: 0.2046 - val_auc: 0.9666 - 600ms/epoch - 5ms/step
Epoch 4471/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9785 - val_loss: 0.2164 - val_auc: 0.9662 - 615ms/epoch - 5ms/step
Epoch 4472/5000
124/124 - 1s - loss: 0.1999 - auc: 0.9741 - val_loss: 0.2136 - val_auc: 0.9649 - 660ms/epoch - 5ms/step
Epoch 4473/5000
124/124 - 1s - loss: 0.1834 - auc: 0.9789 - val_loss: 0.2068 - val_auc: 0.9668 - 608ms/epoch - 5ms/step
Epoch 4474/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9771 - val_loss: 0.2128 - val_auc: 0.9644 - 601ms/epoch - 5ms/step
Epoch 4475/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9779 - val_loss: 0.2389 - val_auc: 0.9633 - 608ms/epoch - 5ms/step
Epoch 4476/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9757 - val_loss: 0.2183 - val_auc: 0.9637 - 600ms/epoch - 5ms/step
Epoch 4477/5000
124/124 - 1s - loss: 0.1789 - auc: 0.9798 - val_loss: 0.2309 - val_auc: 0.9616 - 602ms/epoch - 5ms/step
Epoch 4478/5000
124/124 - 1s - loss: 0.2014 - auc: 0.9728 - val_loss: 0.2070 - val_auc: 0.9637 - 602ms/epoch - 5ms/step
Epoch 4479/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9766 - val_loss: 0.2103 - val_auc: 0.9648 - 603ms/epoch - 5ms/step
Epoch 4480/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9767 - val_loss: 0.2334 - val_auc: 0.9615 - 603ms/epoch - 5ms/step
Epoch 4481/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9779 - val_loss: 0.2116 - val_auc: 0.9656 - 600ms/epoch - 5ms/step
Epoch 4482/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9766 - val_loss: 0.2016 - val_auc: 0.9675 - 603ms/epoch - 5ms/step
Epoch 4483/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9775 - val_loss: 0.2046 - val_auc: 0.9666 - 604ms/epoch - 5ms/step
Epoch 4484/5000
124/124 - 1s - loss: 0.1899 - auc: 0.9764 - val_loss: 0.2139 - val_auc: 0.9665 - 606ms/epoch - 5ms/step
Epoch 4485/5000
124/124 - 1s - loss: 0.1889 - auc: 0.9762 - val_loss: 0.2152 - val_auc: 0.9655 - 603ms/epoch - 5ms/step
Epoch 4486/5000
124/124 - 1s - loss: 0.1984 - auc: 0.9736 - val_loss: 0.2373 - val_auc: 0.9675 - 611ms/epoch - 5ms/step
Epoch 4487/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9772 - val_loss: 0.2188 - val_auc: 0.9625 - 593ms/epoch - 5ms/step
Epoch 4488/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9771 - val_loss: 0.2123 - val_auc: 0.9658 - 671ms/epoch - 5ms/step
Epoch 4489/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9772 - val_loss: 0.2469 - val_auc: 0.9616 - 603ms/epoch - 5ms/step
Epoch 4490/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9774 - val_loss: 0.2800 - val_auc: 0.9630 - 607ms/epoch - 5ms/step
Epoch 4491/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9769 - val_loss: 0.2216 - val_auc: 0.9666 - 595ms/epoch - 5ms/step
Epoch 4492/5000
124/124 - 1s - loss: 0.1822 - auc: 0.9789 - val_loss: 0.2196 - val_auc: 0.9617 - 597ms/epoch - 5ms/step
Epoch 4493/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9762 - val_loss: 0.2045 - val_auc: 0.9680 - 603ms/epoch - 5ms/step
Epoch 4494/5000
124/124 - 1s - loss: 0.1830 - auc: 0.9781 - val_loss: 0.2002 - val_auc: 0.9733 - 602ms/epoch - 5ms/step
Epoch 4495/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9766 - val_loss: 0.2456 - val_auc: 0.9588 - 608ms/epoch - 5ms/step
Epoch 4496/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9729 - val_loss: 0.2105 - val_auc: 0.9643 - 603ms/epoch - 5ms/step
Epoch 4497/5000
124/124 - 1s - loss: 0.1840 - auc: 0.9784 - val_loss: 0.2143 - val_auc: 0.9635 - 599ms/epoch - 5ms/step
Epoch 4498/5000
124/124 - 1s - loss: 0.1838 - auc: 0.9777 - val_loss: 0.2069 - val_auc: 0.9694 - 651ms/epoch - 5ms/step
Epoch 4499/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9776 - val_loss: 0.2586 - val_auc: 0.9584 - 613ms/epoch - 5ms/step
Epoch 4500/5000
124/124 - 1s - loss: 0.1802 - auc: 0.9786 - val_loss: 0.2190 - val_auc: 0.9671 - 607ms/epoch - 5ms/step
Epoch 4501/5000
124/124 - 1s - loss: 0.1793 - auc: 0.9799 - val_loss: 0.2164 - val_auc: 0.9605 - 616ms/epoch - 5ms/step
Epoch 4502/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9775 - val_loss: 0.2059 - val_auc: 0.9664 - 657ms/epoch - 5ms/step
Epoch 4503/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9766 - val_loss: 0.2275 - val_auc: 0.9645 - 596ms/epoch - 5ms/step
Epoch 4504/5000
124/124 - 1s - loss: 0.2000 - auc: 0.9731 - val_loss: 0.2048 - val_auc: 0.9699 - 614ms/epoch - 5ms/step
Epoch 4505/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9775 - val_loss: 0.2147 - val_auc: 0.9652 - 597ms/epoch - 5ms/step
Epoch 4506/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9761 - val_loss: 0.2082 - val_auc: 0.9664 - 605ms/epoch - 5ms/step
Epoch 4507/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9752 - val_loss: 0.2218 - val_auc: 0.9642 - 600ms/epoch - 5ms/step
Epoch 4508/5000
124/124 - 1s - loss: 0.1814 - auc: 0.9788 - val_loss: 0.2123 - val_auc: 0.9621 - 601ms/epoch - 5ms/step
Epoch 4509/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9781 - val_loss: 0.2233 - val_auc: 0.9636 - 606ms/epoch - 5ms/step
Epoch 4510/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9771 - val_loss: 0.2181 - val_auc: 0.9619 - 600ms/epoch - 5ms/step
Epoch 4511/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9779 - val_loss: 0.2175 - val_auc: 0.9683 - 661ms/epoch - 5ms/step
Epoch 4512/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9777 - val_loss: 0.2123 - val_auc: 0.9661 - 607ms/epoch - 5ms/step
Epoch 4513/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9771 - val_loss: 0.2232 - val_auc: 0.9602 - 613ms/epoch - 5ms/step
Epoch 4514/5000
124/124 - 1s - loss: 0.1827 - auc: 0.9783 - val_loss: 0.2116 - val_auc: 0.9636 - 608ms/epoch - 5ms/step
Epoch 4515/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9768 - val_loss: 0.2120 - val_auc: 0.9641 - 664ms/epoch - 5ms/step
Epoch 4516/5000
124/124 - 1s - loss: 0.1814 - auc: 0.9791 - val_loss: 0.2143 - val_auc: 0.9628 - 637ms/epoch - 5ms/step
Epoch 4517/5000
124/124 - 1s - loss: 0.1815 - auc: 0.9788 - val_loss: 0.2164 - val_auc: 0.9643 - 660ms/epoch - 5ms/step
Epoch 4518/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9768 - val_loss: 0.2083 - val_auc: 0.9677 - 625ms/epoch - 5ms/step
Epoch 4519/5000
124/124 - 1s - loss: 0.1989 - auc: 0.9747 - val_loss: 0.2152 - val_auc: 0.9617 - 667ms/epoch - 5ms/step
Epoch 4520/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9776 - val_loss: 0.2297 - val_auc: 0.9638 - 624ms/epoch - 5ms/step
Epoch 4521/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9753 - val_loss: 0.1990 - val_auc: 0.9696 - 675ms/epoch - 5ms/step
Epoch 4522/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9762 - val_loss: 0.2127 - val_auc: 0.9634 - 613ms/epoch - 5ms/step
Epoch 4523/5000
124/124 - 1s - loss: 0.1921 - auc: 0.9751 - val_loss: 0.2073 - val_auc: 0.9645 - 617ms/epoch - 5ms/step
Epoch 4524/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9767 - val_loss: 0.2109 - val_auc: 0.9662 - 658ms/epoch - 5ms/step
Epoch 4525/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9774 - val_loss: 0.2030 - val_auc: 0.9672 - 609ms/epoch - 5ms/step
Epoch 4526/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9785 - val_loss: 0.2161 - val_auc: 0.9679 - 607ms/epoch - 5ms/step
Epoch 4527/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9786 - val_loss: 0.2352 - val_auc: 0.9642 - 601ms/epoch - 5ms/step
Epoch 4528/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9762 - val_loss: 0.2382 - val_auc: 0.9659 - 604ms/epoch - 5ms/step
Epoch 4529/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9777 - val_loss: 0.2087 - val_auc: 0.9659 - 604ms/epoch - 5ms/step
Epoch 4530/5000
124/124 - 1s - loss: 0.1926 - auc: 0.9759 - val_loss: 0.2100 - val_auc: 0.9632 - 604ms/epoch - 5ms/step
Epoch 4531/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9778 - val_loss: 0.2167 - val_auc: 0.9659 - 593ms/epoch - 5ms/step
Epoch 4532/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9780 - val_loss: 0.2211 - val_auc: 0.9622 - 596ms/epoch - 5ms/step
Epoch 4533/5000
124/124 - 1s - loss: 0.1806 - auc: 0.9789 - val_loss: 0.2259 - val_auc: 0.9648 - 600ms/epoch - 5ms/step
Epoch 4534/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9784 - val_loss: 0.2154 - val_auc: 0.9681 - 658ms/epoch - 5ms/step
Epoch 4535/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9766 - val_loss: 0.2077 - val_auc: 0.9670 - 608ms/epoch - 5ms/step
Epoch 4536/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9768 - val_loss: 0.2108 - val_auc: 0.9641 - 611ms/epoch - 5ms/step
Epoch 4537/5000
124/124 - 1s - loss: 0.1840 - auc: 0.9785 - val_loss: 0.2071 - val_auc: 0.9642 - 604ms/epoch - 5ms/step
Epoch 4538/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9756 - val_loss: 0.2061 - val_auc: 0.9641 - 602ms/epoch - 5ms/step
Epoch 4539/5000
124/124 - 1s - loss: 0.1798 - auc: 0.9799 - val_loss: 0.2041 - val_auc: 0.9659 - 603ms/epoch - 5ms/step
Epoch 4540/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9753 - val_loss: 0.2084 - val_auc: 0.9638 - 652ms/epoch - 5ms/step
Epoch 4541/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9772 - val_loss: 0.2036 - val_auc: 0.9674 - 600ms/epoch - 5ms/step
Epoch 4542/5000
124/124 - 1s - loss: 0.1794 - auc: 0.9795 - val_loss: 0.2081 - val_auc: 0.9657 - 599ms/epoch - 5ms/step
Epoch 4543/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9769 - val_loss: 0.2055 - val_auc: 0.9668 - 608ms/epoch - 5ms/step
Epoch 4544/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9767 - val_loss: 0.2454 - val_auc: 0.9599 - 615ms/epoch - 5ms/step
Epoch 4545/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9762 - val_loss: 0.2030 - val_auc: 0.9687 - 603ms/epoch - 5ms/step
Epoch 4546/5000
124/124 - 1s - loss: 0.1832 - auc: 0.9785 - val_loss: 0.2193 - val_auc: 0.9615 - 666ms/epoch - 5ms/step
Epoch 4547/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9769 - val_loss: 0.2033 - val_auc: 0.9655 - 614ms/epoch - 5ms/step
Epoch 4548/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9780 - val_loss: 0.2635 - val_auc: 0.9639 - 612ms/epoch - 5ms/step
Epoch 4549/5000
124/124 - 1s - loss: 0.2064 - auc: 0.9723 - val_loss: 0.2160 - val_auc: 0.9631 - 670ms/epoch - 5ms/step
Epoch 4550/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9763 - val_loss: 0.2070 - val_auc: 0.9630 - 615ms/epoch - 5ms/step
Epoch 4551/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9772 - val_loss: 0.2123 - val_auc: 0.9642 - 613ms/epoch - 5ms/step
Epoch 4552/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9776 - val_loss: 0.2175 - val_auc: 0.9661 - 611ms/epoch - 5ms/step
Epoch 4553/5000
124/124 - 1s - loss: 0.1849 - auc: 0.9769 - val_loss: 0.2274 - val_auc: 0.9623 - 599ms/epoch - 5ms/step
Epoch 4554/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9777 - val_loss: 0.2025 - val_auc: 0.9668 - 593ms/epoch - 5ms/step
Epoch 4555/5000
124/124 - 1s - loss: 0.1754 - auc: 0.9802 - val_loss: 0.2065 - val_auc: 0.9668 - 595ms/epoch - 5ms/step
Epoch 4556/5000
124/124 - 1s - loss: 0.1818 - auc: 0.9775 - val_loss: 0.2129 - val_auc: 0.9603 - 601ms/epoch - 5ms/step
Epoch 4557/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9769 - val_loss: 0.2115 - val_auc: 0.9660 - 597ms/epoch - 5ms/step
Epoch 4558/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9768 - val_loss: 0.2345 - val_auc: 0.9627 - 596ms/epoch - 5ms/step
Epoch 4559/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9757 - val_loss: 0.2353 - val_auc: 0.9698 - 603ms/epoch - 5ms/step
Epoch 4560/5000
124/124 - 1s - loss: 0.1916 - auc: 0.9763 - val_loss: 0.2030 - val_auc: 0.9700 - 600ms/epoch - 5ms/step
Epoch 4561/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9779 - val_loss: 0.2141 - val_auc: 0.9657 - 601ms/epoch - 5ms/step
Epoch 4562/5000
124/124 - 1s - loss: 0.1840 - auc: 0.9782 - val_loss: 0.2258 - val_auc: 0.9644 - 611ms/epoch - 5ms/step
Epoch 4563/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9768 - val_loss: 0.2189 - val_auc: 0.9608 - 604ms/epoch - 5ms/step
Epoch 4564/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9778 - val_loss: 0.2181 - val_auc: 0.9675 - 662ms/epoch - 5ms/step
Epoch 4565/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9778 - val_loss: 0.2211 - val_auc: 0.9599 - 601ms/epoch - 5ms/step
Epoch 4566/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9767 - val_loss: 0.2127 - val_auc: 0.9664 - 598ms/epoch - 5ms/step
Epoch 4567/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9769 - val_loss: 0.2237 - val_auc: 0.9617 - 594ms/epoch - 5ms/step
Epoch 4568/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9780 - val_loss: 0.2028 - val_auc: 0.9695 - 622ms/epoch - 5ms/step
Epoch 4569/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9757 - val_loss: 0.2187 - val_auc: 0.9655 - 607ms/epoch - 5ms/step
Epoch 4570/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9768 - val_loss: 0.2307 - val_auc: 0.9612 - 607ms/epoch - 5ms/step
Epoch 4571/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9762 - val_loss: 0.2017 - val_auc: 0.9665 - 655ms/epoch - 5ms/step
Epoch 4572/5000
124/124 - 1s - loss: 0.1810 - auc: 0.9788 - val_loss: 0.2128 - val_auc: 0.9624 - 607ms/epoch - 5ms/step
Epoch 4573/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9773 - val_loss: 0.2194 - val_auc: 0.9625 - 606ms/epoch - 5ms/step
Epoch 4574/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9782 - val_loss: 0.2193 - val_auc: 0.9607 - 603ms/epoch - 5ms/step
Epoch 4575/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9764 - val_loss: 0.2092 - val_auc: 0.9621 - 601ms/epoch - 5ms/step
Epoch 4576/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9749 - val_loss: 0.2336 - val_auc: 0.9602 - 597ms/epoch - 5ms/step
Epoch 4577/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9783 - val_loss: 0.2237 - val_auc: 0.9590 - 599ms/epoch - 5ms/step
Epoch 4578/5000
124/124 - 1s - loss: 0.1899 - auc: 0.9749 - val_loss: 0.2137 - val_auc: 0.9664 - 609ms/epoch - 5ms/step
Epoch 4579/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9770 - val_loss: 0.2053 - val_auc: 0.9659 - 595ms/epoch - 5ms/step
Epoch 4580/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9781 - val_loss: 0.2114 - val_auc: 0.9639 - 596ms/epoch - 5ms/step
Epoch 4581/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9755 - val_loss: 0.2202 - val_auc: 0.9609 - 604ms/epoch - 5ms/step
Epoch 4582/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9778 - val_loss: 0.2203 - val_auc: 0.9630 - 660ms/epoch - 5ms/step
Epoch 4583/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9755 - val_loss: 0.2210 - val_auc: 0.9606 - 703ms/epoch - 6ms/step
Epoch 4584/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9766 - val_loss: 0.2167 - val_auc: 0.9645 - 614ms/epoch - 5ms/step
Epoch 4585/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9765 - val_loss: 0.3037 - val_auc: 0.9559 - 892ms/epoch - 7ms/step
Epoch 4586/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9765 - val_loss: 0.2285 - val_auc: 0.9592 - 794ms/epoch - 6ms/step
Epoch 4587/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9772 - val_loss: 0.2217 - val_auc: 0.9628 - 595ms/epoch - 5ms/step
Epoch 4588/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9776 - val_loss: 0.2307 - val_auc: 0.9636 - 598ms/epoch - 5ms/step
Epoch 4589/5000
124/124 - 1s - loss: 0.1894 - auc: 0.9758 - val_loss: 0.2432 - val_auc: 0.9663 - 598ms/epoch - 5ms/step
Epoch 4590/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9760 - val_loss: 0.2088 - val_auc: 0.9671 - 601ms/epoch - 5ms/step
Epoch 4591/5000
124/124 - 1s - loss: 0.1832 - auc: 0.9784 - val_loss: 0.2009 - val_auc: 0.9667 - 598ms/epoch - 5ms/step
Epoch 4592/5000
124/124 - 1s - loss: 0.1826 - auc: 0.9790 - val_loss: 0.2265 - val_auc: 0.9632 - 596ms/epoch - 5ms/step
Epoch 4593/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9770 - val_loss: 0.2010 - val_auc: 0.9673 - 595ms/epoch - 5ms/step
Epoch 4594/5000
124/124 - 1s - loss: 0.1899 - auc: 0.9763 - val_loss: 0.2204 - val_auc: 0.9586 - 595ms/epoch - 5ms/step
Epoch 4595/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9779 - val_loss: 0.2232 - val_auc: 0.9700 - 590ms/epoch - 5ms/step
Epoch 4596/5000
124/124 - 1s - loss: 0.1962 - auc: 0.9740 - val_loss: 0.2132 - val_auc: 0.9633 - 546ms/epoch - 4ms/step
Epoch 4597/5000
124/124 - 1s - loss: 0.1987 - auc: 0.9746 - val_loss: 0.2259 - val_auc: 0.9633 - 589ms/epoch - 5ms/step
Epoch 4598/5000
124/124 - 1s - loss: 0.1923 - auc: 0.9754 - val_loss: 0.2041 - val_auc: 0.9665 - 593ms/epoch - 5ms/step
Epoch 4599/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9763 - val_loss: 0.2315 - val_auc: 0.9578 - 596ms/epoch - 5ms/step
Epoch 4600/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9788 - val_loss: 0.2071 - val_auc: 0.9651 - 599ms/epoch - 5ms/step
Epoch 4601/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9787 - val_loss: 0.2105 - val_auc: 0.9696 - 602ms/epoch - 5ms/step
Epoch 4602/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9777 - val_loss: 0.2057 - val_auc: 0.9669 - 604ms/epoch - 5ms/step
Epoch 4603/5000
124/124 - 1s - loss: 0.2001 - auc: 0.9740 - val_loss: 0.2282 - val_auc: 0.9620 - 595ms/epoch - 5ms/step
Epoch 4604/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9780 - val_loss: 0.2196 - val_auc: 0.9629 - 592ms/epoch - 5ms/step
Epoch 4605/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9775 - val_loss: 0.2280 - val_auc: 0.9653 - 593ms/epoch - 5ms/step
Epoch 4606/5000
124/124 - 1s - loss: 0.2142 - auc: 0.9690 - val_loss: 0.2085 - val_auc: 0.9657 - 590ms/epoch - 5ms/step
Epoch 4607/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9777 - val_loss: 0.2169 - val_auc: 0.9646 - 597ms/epoch - 5ms/step
Epoch 4608/5000
124/124 - 1s - loss: 0.1830 - auc: 0.9793 - val_loss: 0.2075 - val_auc: 0.9694 - 596ms/epoch - 5ms/step
Epoch 4609/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9790 - val_loss: 0.2594 - val_auc: 0.9653 - 596ms/epoch - 5ms/step
Epoch 4610/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9779 - val_loss: 0.2350 - val_auc: 0.9585 - 603ms/epoch - 5ms/step
Epoch 4611/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9777 - val_loss: 0.2181 - val_auc: 0.9612 - 604ms/epoch - 5ms/step
Epoch 4612/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9774 - val_loss: 0.2191 - val_auc: 0.9676 - 612ms/epoch - 5ms/step
Epoch 4613/5000
124/124 - 1s - loss: 0.1812 - auc: 0.9782 - val_loss: 0.2061 - val_auc: 0.9673 - 666ms/epoch - 5ms/step
Epoch 4614/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9774 - val_loss: 0.2052 - val_auc: 0.9637 - 620ms/epoch - 5ms/step
Epoch 4615/5000
124/124 - 1s - loss: 0.1789 - auc: 0.9793 - val_loss: 0.2234 - val_auc: 0.9674 - 678ms/epoch - 5ms/step
Epoch 4616/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9769 - val_loss: 0.2608 - val_auc: 0.9613 - 688ms/epoch - 6ms/step
Epoch 4617/5000
124/124 - 1s - loss: 0.1824 - auc: 0.9790 - val_loss: 0.2236 - val_auc: 0.9620 - 629ms/epoch - 5ms/step
Epoch 4618/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9759 - val_loss: 0.2064 - val_auc: 0.9677 - 686ms/epoch - 6ms/step
Epoch 4619/5000
124/124 - 1s - loss: 0.1812 - auc: 0.9786 - val_loss: 0.2189 - val_auc: 0.9653 - 677ms/epoch - 5ms/step
Epoch 4620/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9786 - val_loss: 0.2019 - val_auc: 0.9682 - 620ms/epoch - 5ms/step
Epoch 4621/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9763 - val_loss: 0.2879 - val_auc: 0.9648 - 673ms/epoch - 5ms/step
Epoch 4622/5000
124/124 - 1s - loss: 0.1937 - auc: 0.9760 - val_loss: 0.2207 - val_auc: 0.9665 - 617ms/epoch - 5ms/step
Epoch 4623/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9780 - val_loss: 0.2117 - val_auc: 0.9651 - 610ms/epoch - 5ms/step
Epoch 4624/5000
124/124 - 1s - loss: 0.1853 - auc: 0.9782 - val_loss: 0.2445 - val_auc: 0.9630 - 675ms/epoch - 5ms/step
Epoch 4625/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9776 - val_loss: 0.2191 - val_auc: 0.9632 - 613ms/epoch - 5ms/step
Epoch 4626/5000
124/124 - 1s - loss: 0.1957 - auc: 0.9753 - val_loss: 0.2132 - val_auc: 0.9648 - 613ms/epoch - 5ms/step
Epoch 4627/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9768 - val_loss: 0.2119 - val_auc: 0.9656 - 655ms/epoch - 5ms/step
Epoch 4628/5000
124/124 - 1s - loss: 0.1832 - auc: 0.9782 - val_loss: 0.2210 - val_auc: 0.9658 - 610ms/epoch - 5ms/step
Epoch 4629/5000
124/124 - 1s - loss: 0.1930 - auc: 0.9750 - val_loss: 0.2065 - val_auc: 0.9669 - 613ms/epoch - 5ms/step
Epoch 4630/5000
124/124 - 1s - loss: 0.1802 - auc: 0.9793 - val_loss: 0.2402 - val_auc: 0.9561 - 612ms/epoch - 5ms/step
Epoch 4631/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9776 - val_loss: 0.2144 - val_auc: 0.9674 - 552ms/epoch - 4ms/step
Epoch 4632/5000
124/124 - 1s - loss: 0.1873 - auc: 0.9773 - val_loss: 0.2085 - val_auc: 0.9649 - 658ms/epoch - 5ms/step
Epoch 4633/5000
124/124 - 1s - loss: 0.1827 - auc: 0.9783 - val_loss: 0.2081 - val_auc: 0.9663 - 551ms/epoch - 4ms/step
Epoch 4634/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9773 - val_loss: 0.2275 - val_auc: 0.9682 - 599ms/epoch - 5ms/step
Epoch 4635/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9766 - val_loss: 0.2112 - val_auc: 0.9653 - 606ms/epoch - 5ms/step
Epoch 4636/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9763 - val_loss: 0.2141 - val_auc: 0.9594 - 600ms/epoch - 5ms/step
Epoch 4637/5000
124/124 - 1s - loss: 0.1790 - auc: 0.9791 - val_loss: 0.2082 - val_auc: 0.9683 - 599ms/epoch - 5ms/step
Epoch 4638/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9778 - val_loss: 0.2188 - val_auc: 0.9646 - 609ms/epoch - 5ms/step
Epoch 4639/5000
124/124 - 1s - loss: 0.1789 - auc: 0.9796 - val_loss: 0.2183 - val_auc: 0.9656 - 670ms/epoch - 5ms/step
Epoch 4640/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9789 - val_loss: 0.2100 - val_auc: 0.9684 - 611ms/epoch - 5ms/step
Epoch 4641/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9784 - val_loss: 0.2299 - val_auc: 0.9580 - 615ms/epoch - 5ms/step
Epoch 4642/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9788 - val_loss: 0.2073 - val_auc: 0.9644 - 662ms/epoch - 5ms/step
Epoch 4643/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9780 - val_loss: 0.2022 - val_auc: 0.9691 - 625ms/epoch - 5ms/step
Epoch 4644/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9777 - val_loss: 0.2211 - val_auc: 0.9685 - 672ms/epoch - 5ms/step
Epoch 4645/5000
124/124 - 1s - loss: 0.2035 - auc: 0.9724 - val_loss: 0.2151 - val_auc: 0.9646 - 617ms/epoch - 5ms/step
Epoch 4646/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9763 - val_loss: 0.2219 - val_auc: 0.9602 - 610ms/epoch - 5ms/step
Epoch 4647/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9780 - val_loss: 0.2090 - val_auc: 0.9675 - 600ms/epoch - 5ms/step
Epoch 4648/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9769 - val_loss: 0.2185 - val_auc: 0.9631 - 605ms/epoch - 5ms/step
Epoch 4649/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9775 - val_loss: 0.2038 - val_auc: 0.9679 - 587ms/epoch - 5ms/step
Epoch 4650/5000
124/124 - 1s - loss: 0.1805 - auc: 0.9795 - val_loss: 0.2349 - val_auc: 0.9644 - 597ms/epoch - 5ms/step
Epoch 4651/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9760 - val_loss: 0.2358 - val_auc: 0.9548 - 598ms/epoch - 5ms/step
Epoch 4652/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9776 - val_loss: 0.2162 - val_auc: 0.9649 - 604ms/epoch - 5ms/step
Epoch 4653/5000
124/124 - 1s - loss: 0.1838 - auc: 0.9780 - val_loss: 0.2335 - val_auc: 0.9602 - 599ms/epoch - 5ms/step
Epoch 4654/5000
124/124 - 1s - loss: 0.1810 - auc: 0.9786 - val_loss: 0.2253 - val_auc: 0.9668 - 594ms/epoch - 5ms/step
Epoch 4655/5000
124/124 - 1s - loss: 0.1780 - auc: 0.9794 - val_loss: 0.2064 - val_auc: 0.9650 - 595ms/epoch - 5ms/step
Epoch 4656/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9775 - val_loss: 0.2189 - val_auc: 0.9652 - 593ms/epoch - 5ms/step
Epoch 4657/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9775 - val_loss: 0.2071 - val_auc: 0.9638 - 603ms/epoch - 5ms/step
Epoch 4658/5000
124/124 - 1s - loss: 0.1891 - auc: 0.9758 - val_loss: 0.2087 - val_auc: 0.9641 - 658ms/epoch - 5ms/step
Epoch 4659/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9775 - val_loss: 0.2004 - val_auc: 0.9707 - 544ms/epoch - 4ms/step
Epoch 4660/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9779 - val_loss: 0.2034 - val_auc: 0.9675 - 593ms/epoch - 5ms/step
Epoch 4661/5000
124/124 - 1s - loss: 0.1838 - auc: 0.9778 - val_loss: 0.2130 - val_auc: 0.9604 - 592ms/epoch - 5ms/step
Epoch 4662/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9778 - val_loss: 0.2061 - val_auc: 0.9676 - 602ms/epoch - 5ms/step
Epoch 4663/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9766 - val_loss: 0.2252 - val_auc: 0.9628 - 598ms/epoch - 5ms/step
Epoch 4664/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9760 - val_loss: 0.2145 - val_auc: 0.9629 - 593ms/epoch - 5ms/step
Epoch 4665/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9775 - val_loss: 0.2090 - val_auc: 0.9676 - 618ms/epoch - 5ms/step
Epoch 4666/5000
124/124 - 1s - loss: 0.1830 - auc: 0.9784 - val_loss: 0.2076 - val_auc: 0.9660 - 601ms/epoch - 5ms/step
Epoch 4667/5000
124/124 - 1s - loss: 0.1749 - auc: 0.9803 - val_loss: 0.2132 - val_auc: 0.9622 - 548ms/epoch - 4ms/step
Epoch 4668/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9773 - val_loss: 0.2090 - val_auc: 0.9652 - 616ms/epoch - 5ms/step
Epoch 4669/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9770 - val_loss: 0.2148 - val_auc: 0.9668 - 605ms/epoch - 5ms/step
Epoch 4670/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9776 - val_loss: 0.2030 - val_auc: 0.9682 - 609ms/epoch - 5ms/step
Epoch 4671/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9774 - val_loss: 0.2515 - val_auc: 0.9642 - 663ms/epoch - 5ms/step
Epoch 4672/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9770 - val_loss: 0.2055 - val_auc: 0.9668 - 599ms/epoch - 5ms/step
Epoch 4673/5000
124/124 - 1s - loss: 0.1983 - auc: 0.9733 - val_loss: 0.2025 - val_auc: 0.9701 - 603ms/epoch - 5ms/step
Epoch 4674/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9775 - val_loss: 0.2042 - val_auc: 0.9661 - 599ms/epoch - 5ms/step
Epoch 4675/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9783 - val_loss: 0.2121 - val_auc: 0.9649 - 602ms/epoch - 5ms/step
Epoch 4676/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9773 - val_loss: 0.2101 - val_auc: 0.9675 - 600ms/epoch - 5ms/step
Epoch 4677/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9776 - val_loss: 0.2039 - val_auc: 0.9660 - 597ms/epoch - 5ms/step
Epoch 4678/5000
124/124 - 1s - loss: 0.1877 - auc: 0.9765 - val_loss: 0.2180 - val_auc: 0.9653 - 602ms/epoch - 5ms/step
Epoch 4679/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9777 - val_loss: 0.2124 - val_auc: 0.9658 - 604ms/epoch - 5ms/step
Epoch 4680/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9760 - val_loss: 0.2214 - val_auc: 0.9612 - 599ms/epoch - 5ms/step
Epoch 4681/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9780 - val_loss: 0.2088 - val_auc: 0.9664 - 611ms/epoch - 5ms/step
Epoch 4682/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9784 - val_loss: 0.2093 - val_auc: 0.9672 - 596ms/epoch - 5ms/step
Epoch 4683/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9761 - val_loss: 0.2695 - val_auc: 0.9612 - 597ms/epoch - 5ms/step
Epoch 4684/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9766 - val_loss: 0.2314 - val_auc: 0.9554 - 596ms/epoch - 5ms/step
Epoch 4685/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9774 - val_loss: 0.2017 - val_auc: 0.9687 - 599ms/epoch - 5ms/step
Epoch 4686/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9784 - val_loss: 0.2135 - val_auc: 0.9659 - 595ms/epoch - 5ms/step
Epoch 4687/5000
124/124 - 1s - loss: 0.1819 - auc: 0.9787 - val_loss: 0.2197 - val_auc: 0.9672 - 594ms/epoch - 5ms/step
Epoch 4688/5000
124/124 - 1s - loss: 0.1895 - auc: 0.9768 - val_loss: 0.2307 - val_auc: 0.9594 - 597ms/epoch - 5ms/step
Epoch 4689/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9746 - val_loss: 0.1977 - val_auc: 0.9694 - 596ms/epoch - 5ms/step
Epoch 4690/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9759 - val_loss: 0.2259 - val_auc: 0.9632 - 596ms/epoch - 5ms/step
Epoch 4691/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9766 - val_loss: 0.2105 - val_auc: 0.9640 - 590ms/epoch - 5ms/step
Epoch 4692/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9740 - val_loss: 0.2116 - val_auc: 0.9649 - 600ms/epoch - 5ms/step
Epoch 4693/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9786 - val_loss: 0.2046 - val_auc: 0.9677 - 602ms/epoch - 5ms/step
Epoch 4694/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9777 - val_loss: 0.2504 - val_auc: 0.9644 - 594ms/epoch - 5ms/step
Epoch 4695/5000
124/124 - 1s - loss: 0.1858 - auc: 0.9775 - val_loss: 0.2093 - val_auc: 0.9671 - 587ms/epoch - 5ms/step
Epoch 4696/5000
124/124 - 1s - loss: 0.1964 - auc: 0.9744 - val_loss: 0.2260 - val_auc: 0.9605 - 596ms/epoch - 5ms/step
Epoch 4697/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9757 - val_loss: 0.2206 - val_auc: 0.9616 - 596ms/epoch - 5ms/step
Epoch 4698/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9763 - val_loss: 0.2072 - val_auc: 0.9640 - 609ms/epoch - 5ms/step
Epoch 4699/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9787 - val_loss: 0.2085 - val_auc: 0.9642 - 597ms/epoch - 5ms/step
Epoch 4700/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9764 - val_loss: 0.2031 - val_auc: 0.9672 - 596ms/epoch - 5ms/step
Epoch 4701/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9775 - val_loss: 0.2172 - val_auc: 0.9603 - 595ms/epoch - 5ms/step
Epoch 4702/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9774 - val_loss: 0.2047 - val_auc: 0.9669 - 596ms/epoch - 5ms/step
Epoch 4703/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9777 - val_loss: 0.2265 - val_auc: 0.9650 - 598ms/epoch - 5ms/step
Epoch 4704/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9762 - val_loss: 0.2012 - val_auc: 0.9684 - 594ms/epoch - 5ms/step
Epoch 4705/5000
124/124 - 1s - loss: 0.1805 - auc: 0.9785 - val_loss: 0.2290 - val_auc: 0.9638 - 597ms/epoch - 5ms/step
Epoch 4706/5000
124/124 - 1s - loss: 0.1821 - auc: 0.9783 - val_loss: 0.2121 - val_auc: 0.9615 - 597ms/epoch - 5ms/step
Epoch 4707/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9775 - val_loss: 0.2191 - val_auc: 0.9602 - 599ms/epoch - 5ms/step
Epoch 4708/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9754 - val_loss: 0.2209 - val_auc: 0.9634 - 614ms/epoch - 5ms/step
Epoch 4709/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9759 - val_loss: 0.2102 - val_auc: 0.9647 - 606ms/epoch - 5ms/step
Epoch 4710/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9774 - val_loss: 0.2498 - val_auc: 0.9571 - 603ms/epoch - 5ms/step
Epoch 4711/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9771 - val_loss: 0.2154 - val_auc: 0.9633 - 664ms/epoch - 5ms/step
Epoch 4712/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9784 - val_loss: 0.2073 - val_auc: 0.9697 - 617ms/epoch - 5ms/step
Epoch 4713/5000
124/124 - 1s - loss: 0.1804 - auc: 0.9787 - val_loss: 0.2124 - val_auc: 0.9640 - 612ms/epoch - 5ms/step
Epoch 4714/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9759 - val_loss: 0.2209 - val_auc: 0.9636 - 679ms/epoch - 5ms/step
Epoch 4715/5000
124/124 - 1s - loss: 0.1832 - auc: 0.9781 - val_loss: 0.2114 - val_auc: 0.9643 - 617ms/epoch - 5ms/step
Epoch 4716/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9768 - val_loss: 0.2576 - val_auc: 0.9621 - 672ms/epoch - 5ms/step
Epoch 4717/5000
124/124 - 1s - loss: 0.1927 - auc: 0.9751 - val_loss: 0.2137 - val_auc: 0.9619 - 605ms/epoch - 5ms/step
Epoch 4718/5000
124/124 - 1s - loss: 0.1932 - auc: 0.9754 - val_loss: 0.2209 - val_auc: 0.9607 - 602ms/epoch - 5ms/step
Epoch 4719/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9757 - val_loss: 0.2203 - val_auc: 0.9615 - 602ms/epoch - 5ms/step
Epoch 4720/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9780 - val_loss: 0.2299 - val_auc: 0.9613 - 607ms/epoch - 5ms/step
Epoch 4721/5000
124/124 - 1s - loss: 0.1878 - auc: 0.9779 - val_loss: 0.2128 - val_auc: 0.9610 - 609ms/epoch - 5ms/step
Epoch 4722/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9762 - val_loss: 0.2215 - val_auc: 0.9622 - 600ms/epoch - 5ms/step
Epoch 4723/5000
124/124 - 1s - loss: 0.1826 - auc: 0.9789 - val_loss: 0.2934 - val_auc: 0.9587 - 606ms/epoch - 5ms/step
Epoch 4724/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9759 - val_loss: 0.2158 - val_auc: 0.9621 - 596ms/epoch - 5ms/step
Epoch 4725/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9748 - val_loss: 0.2071 - val_auc: 0.9673 - 595ms/epoch - 5ms/step
Epoch 4726/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9782 - val_loss: 0.2104 - val_auc: 0.9652 - 598ms/epoch - 5ms/step
Epoch 4727/5000
124/124 - 1s - loss: 0.1819 - auc: 0.9788 - val_loss: 0.2534 - val_auc: 0.9591 - 547ms/epoch - 4ms/step
Epoch 4728/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9774 - val_loss: 0.2472 - val_auc: 0.9590 - 551ms/epoch - 4ms/step
Epoch 4729/5000
124/124 - 1s - loss: 0.1915 - auc: 0.9764 - val_loss: 0.2303 - val_auc: 0.9650 - 599ms/epoch - 5ms/step
Epoch 4730/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9771 - val_loss: 0.2285 - val_auc: 0.9641 - 543ms/epoch - 4ms/step
Epoch 4731/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9780 - val_loss: 0.2202 - val_auc: 0.9663 - 656ms/epoch - 5ms/step
Epoch 4732/5000
124/124 - 1s - loss: 0.1929 - auc: 0.9760 - val_loss: 0.2008 - val_auc: 0.9679 - 598ms/epoch - 5ms/step
Epoch 4733/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9771 - val_loss: 0.2058 - val_auc: 0.9702 - 544ms/epoch - 4ms/step
Epoch 4734/5000
124/124 - 1s - loss: 0.1836 - auc: 0.9782 - val_loss: 0.2498 - val_auc: 0.9608 - 590ms/epoch - 5ms/step
Epoch 4735/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9748 - val_loss: 0.2152 - val_auc: 0.9671 - 603ms/epoch - 5ms/step
Epoch 4736/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9783 - val_loss: 0.2016 - val_auc: 0.9682 - 592ms/epoch - 5ms/step
Epoch 4737/5000
124/124 - 1s - loss: 0.1843 - auc: 0.9776 - val_loss: 0.2028 - val_auc: 0.9674 - 593ms/epoch - 5ms/step
Epoch 4738/5000
124/124 - 1s - loss: 0.1840 - auc: 0.9784 - val_loss: 0.2080 - val_auc: 0.9651 - 592ms/epoch - 5ms/step
Epoch 4739/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9768 - val_loss: 0.2085 - val_auc: 0.9658 - 594ms/epoch - 5ms/step
Epoch 4740/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9777 - val_loss: 0.2064 - val_auc: 0.9656 - 591ms/epoch - 5ms/step
Epoch 4741/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9781 - val_loss: 0.2020 - val_auc: 0.9665 - 599ms/epoch - 5ms/step
Epoch 4742/5000
124/124 - 1s - loss: 0.1791 - auc: 0.9790 - val_loss: 0.2243 - val_auc: 0.9674 - 606ms/epoch - 5ms/step
Epoch 4743/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9746 - val_loss: 0.2070 - val_auc: 0.9645 - 612ms/epoch - 5ms/step
Epoch 4744/5000
124/124 - 1s - loss: 0.1883 - auc: 0.9766 - val_loss: 0.2163 - val_auc: 0.9658 - 653ms/epoch - 5ms/step
Epoch 4745/5000
124/124 - 1s - loss: 0.1942 - auc: 0.9755 - val_loss: 0.2090 - val_auc: 0.9667 - 609ms/epoch - 5ms/step
Epoch 4746/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9779 - val_loss: 0.2095 - val_auc: 0.9636 - 600ms/epoch - 5ms/step
Epoch 4747/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9766 - val_loss: 0.2082 - val_auc: 0.9688 - 606ms/epoch - 5ms/step
Epoch 4748/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9765 - val_loss: 0.2115 - val_auc: 0.9656 - 600ms/epoch - 5ms/step
Epoch 4749/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9767 - val_loss: 0.2064 - val_auc: 0.9640 - 597ms/epoch - 5ms/step
Epoch 4750/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9775 - val_loss: 0.2085 - val_auc: 0.9644 - 596ms/epoch - 5ms/step
Epoch 4751/5000
124/124 - 1s - loss: 0.1863 - auc: 0.9766 - val_loss: 0.2052 - val_auc: 0.9658 - 596ms/epoch - 5ms/step
Epoch 4752/5000
124/124 - 1s - loss: 0.1784 - auc: 0.9781 - val_loss: 0.2209 - val_auc: 0.9615 - 597ms/epoch - 5ms/step
Epoch 4753/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9782 - val_loss: 0.2117 - val_auc: 0.9655 - 600ms/epoch - 5ms/step
Epoch 4754/5000
124/124 - 1s - loss: 0.1838 - auc: 0.9777 - val_loss: 0.2055 - val_auc: 0.9670 - 603ms/epoch - 5ms/step
Epoch 4755/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9763 - val_loss: 0.2190 - val_auc: 0.9610 - 616ms/epoch - 5ms/step
Epoch 4756/5000
124/124 - 1s - loss: 0.1952 - auc: 0.9749 - val_loss: 0.2082 - val_auc: 0.9642 - 594ms/epoch - 5ms/step
Epoch 4757/5000
124/124 - 1s - loss: 0.1820 - auc: 0.9789 - val_loss: 0.2224 - val_auc: 0.9628 - 655ms/epoch - 5ms/step
Epoch 4758/5000
124/124 - 1s - loss: 0.1834 - auc: 0.9775 - val_loss: 0.2244 - val_auc: 0.9599 - 606ms/epoch - 5ms/step
Epoch 4759/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9774 - val_loss: 0.2253 - val_auc: 0.9620 - 599ms/epoch - 5ms/step
Epoch 4760/5000
124/124 - 1s - loss: 0.1829 - auc: 0.9794 - val_loss: 0.2003 - val_auc: 0.9691 - 599ms/epoch - 5ms/step
Epoch 4761/5000
124/124 - 1s - loss: 0.1822 - auc: 0.9787 - val_loss: 0.2080 - val_auc: 0.9654 - 600ms/epoch - 5ms/step
Epoch 4762/5000
124/124 - 1s - loss: 0.1871 - auc: 0.9775 - val_loss: 0.2323 - val_auc: 0.9675 - 601ms/epoch - 5ms/step
Epoch 4763/5000
124/124 - 1s - loss: 0.2063 - auc: 0.9723 - val_loss: 0.2147 - val_auc: 0.9657 - 593ms/epoch - 5ms/step
Epoch 4764/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9748 - val_loss: 0.2071 - val_auc: 0.9689 - 611ms/epoch - 5ms/step
Epoch 4765/5000
124/124 - 1s - loss: 0.1941 - auc: 0.9746 - val_loss: 0.2056 - val_auc: 0.9675 - 596ms/epoch - 5ms/step
Epoch 4766/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9783 - val_loss: 0.2047 - val_auc: 0.9663 - 592ms/epoch - 5ms/step
Epoch 4767/5000
124/124 - 1s - loss: 0.1830 - auc: 0.9781 - val_loss: 0.2036 - val_auc: 0.9680 - 594ms/epoch - 5ms/step
Epoch 4768/5000
124/124 - 1s - loss: 0.1796 - auc: 0.9790 - val_loss: 0.2101 - val_auc: 0.9649 - 592ms/epoch - 5ms/step
Epoch 4769/5000
124/124 - 1s - loss: 0.1928 - auc: 0.9749 - val_loss: 0.2062 - val_auc: 0.9641 - 603ms/epoch - 5ms/step
Epoch 4770/5000
124/124 - 1s - loss: 0.1843 - auc: 0.9778 - val_loss: 0.2417 - val_auc: 0.9646 - 600ms/epoch - 5ms/step
Epoch 4771/5000
124/124 - 1s - loss: 0.1861 - auc: 0.9763 - val_loss: 0.2121 - val_auc: 0.9652 - 598ms/epoch - 5ms/step
Epoch 4772/5000
124/124 - 1s - loss: 0.1907 - auc: 0.9753 - val_loss: 0.2367 - val_auc: 0.9604 - 598ms/epoch - 5ms/step
Epoch 4773/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9757 - val_loss: 0.2144 - val_auc: 0.9657 - 609ms/epoch - 5ms/step
Epoch 4774/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9776 - val_loss: 0.2005 - val_auc: 0.9672 - 608ms/epoch - 5ms/step
Epoch 4775/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9769 - val_loss: 0.2159 - val_auc: 0.9610 - 601ms/epoch - 5ms/step
Epoch 4776/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9770 - val_loss: 0.2272 - val_auc: 0.9598 - 593ms/epoch - 5ms/step
Epoch 4777/5000
124/124 - 1s - loss: 0.1973 - auc: 0.9734 - val_loss: 0.2064 - val_auc: 0.9677 - 589ms/epoch - 5ms/step
Epoch 4778/5000
124/124 - 1s - loss: 0.1824 - auc: 0.9782 - val_loss: 0.2143 - val_auc: 0.9623 - 608ms/epoch - 5ms/step
Epoch 4779/5000
124/124 - 1s - loss: 0.1874 - auc: 0.9772 - val_loss: 0.2097 - val_auc: 0.9647 - 595ms/epoch - 5ms/step
Epoch 4780/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9768 - val_loss: 0.2072 - val_auc: 0.9657 - 703ms/epoch - 6ms/step
Epoch 4781/5000
124/124 - 1s - loss: 0.1838 - auc: 0.9793 - val_loss: 0.2117 - val_auc: 0.9631 - 771ms/epoch - 6ms/step
Epoch 4782/5000
124/124 - 1s - loss: 0.1815 - auc: 0.9790 - val_loss: 0.2623 - val_auc: 0.9532 - 802ms/epoch - 6ms/step
Epoch 4783/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9764 - val_loss: 0.2149 - val_auc: 0.9647 - 680ms/epoch - 5ms/step
Epoch 4784/5000
124/124 - 1s - loss: 0.1817 - auc: 0.9783 - val_loss: 0.2082 - val_auc: 0.9657 - 535ms/epoch - 4ms/step
Epoch 4785/5000
124/124 - 1s - loss: 0.1785 - auc: 0.9789 - val_loss: 0.2168 - val_auc: 0.9632 - 592ms/epoch - 5ms/step
Epoch 4786/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9774 - val_loss: 0.2015 - val_auc: 0.9694 - 594ms/epoch - 5ms/step
Epoch 4787/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9774 - val_loss: 0.2209 - val_auc: 0.9618 - 598ms/epoch - 5ms/step
Epoch 4788/5000
124/124 - 1s - loss: 0.1913 - auc: 0.9767 - val_loss: 0.2375 - val_auc: 0.9597 - 597ms/epoch - 5ms/step
Epoch 4789/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9777 - val_loss: 0.2352 - val_auc: 0.9662 - 595ms/epoch - 5ms/step
Epoch 4790/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9763 - val_loss: 0.2120 - val_auc: 0.9683 - 594ms/epoch - 5ms/step
Epoch 4791/5000
124/124 - 1s - loss: 0.1947 - auc: 0.9751 - val_loss: 0.2111 - val_auc: 0.9639 - 593ms/epoch - 5ms/step
Epoch 4792/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9764 - val_loss: 0.2107 - val_auc: 0.9662 - 599ms/epoch - 5ms/step
Epoch 4793/5000
124/124 - 1s - loss: 0.1880 - auc: 0.9774 - val_loss: 0.2088 - val_auc: 0.9671 - 599ms/epoch - 5ms/step
Epoch 4794/5000
124/124 - 1s - loss: 0.1812 - auc: 0.9786 - val_loss: 0.2051 - val_auc: 0.9644 - 601ms/epoch - 5ms/step
Epoch 4795/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9763 - val_loss: 0.2181 - val_auc: 0.9662 - 593ms/epoch - 5ms/step
Epoch 4796/5000
124/124 - 1s - loss: 0.1812 - auc: 0.9791 - val_loss: 0.2293 - val_auc: 0.9660 - 607ms/epoch - 5ms/step
Epoch 4797/5000
124/124 - 1s - loss: 0.1868 - auc: 0.9781 - val_loss: 0.2184 - val_auc: 0.9617 - 605ms/epoch - 5ms/step
Epoch 4798/5000
124/124 - 1s - loss: 0.1794 - auc: 0.9791 - val_loss: 0.2200 - val_auc: 0.9603 - 595ms/epoch - 5ms/step
Epoch 4799/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9780 - val_loss: 0.2005 - val_auc: 0.9695 - 593ms/epoch - 5ms/step
Epoch 4800/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9768 - val_loss: 0.2318 - val_auc: 0.9559 - 595ms/epoch - 5ms/step
Epoch 4801/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9783 - val_loss: 0.2331 - val_auc: 0.9601 - 597ms/epoch - 5ms/step
Epoch 4802/5000
124/124 - 1s - loss: 0.2004 - auc: 0.9733 - val_loss: 0.2557 - val_auc: 0.9633 - 600ms/epoch - 5ms/step
Epoch 4803/5000
124/124 - 1s - loss: 0.1998 - auc: 0.9738 - val_loss: 0.2056 - val_auc: 0.9687 - 604ms/epoch - 5ms/step
Epoch 4804/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9768 - val_loss: 0.2022 - val_auc: 0.9709 - 597ms/epoch - 5ms/step
Epoch 4805/5000
124/124 - 1s - loss: 0.1852 - auc: 0.9777 - val_loss: 0.2097 - val_auc: 0.9674 - 599ms/epoch - 5ms/step
Epoch 4806/5000
124/124 - 1s - loss: 0.1840 - auc: 0.9777 - val_loss: 0.2068 - val_auc: 0.9661 - 610ms/epoch - 5ms/step
Epoch 4807/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9769 - val_loss: 0.2149 - val_auc: 0.9648 - 590ms/epoch - 5ms/step
Epoch 4808/5000
124/124 - 1s - loss: 0.1827 - auc: 0.9787 - val_loss: 0.2110 - val_auc: 0.9639 - 657ms/epoch - 5ms/step
Epoch 4809/5000
124/124 - 1s - loss: 0.1813 - auc: 0.9794 - val_loss: 0.2175 - val_auc: 0.9632 - 614ms/epoch - 5ms/step
Epoch 4810/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9753 - val_loss: 0.2029 - val_auc: 0.9687 - 610ms/epoch - 5ms/step
Epoch 4811/5000
124/124 - 1s - loss: 0.1866 - auc: 0.9771 - val_loss: 0.2281 - val_auc: 0.9624 - 673ms/epoch - 5ms/step
Epoch 4812/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9769 - val_loss: 0.2194 - val_auc: 0.9622 - 608ms/epoch - 5ms/step
Epoch 4813/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9754 - val_loss: 0.2185 - val_auc: 0.9641 - 621ms/epoch - 5ms/step
Epoch 4814/5000
124/124 - 1s - loss: 0.1825 - auc: 0.9779 - val_loss: 0.2322 - val_auc: 0.9651 - 678ms/epoch - 5ms/step
Epoch 4815/5000
124/124 - 1s - loss: 0.1827 - auc: 0.9784 - val_loss: 0.2197 - val_auc: 0.9592 - 608ms/epoch - 5ms/step
Epoch 4816/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9776 - val_loss: 0.2048 - val_auc: 0.9660 - 606ms/epoch - 5ms/step
Epoch 4817/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9760 - val_loss: 0.2599 - val_auc: 0.9636 - 596ms/epoch - 5ms/step
Epoch 4818/5000
124/124 - 1s - loss: 0.1948 - auc: 0.9764 - val_loss: 0.2191 - val_auc: 0.9624 - 664ms/epoch - 5ms/step
Epoch 4819/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9780 - val_loss: 0.2764 - val_auc: 0.9537 - 609ms/epoch - 5ms/step
Epoch 4820/5000
124/124 - 1s - loss: 0.1943 - auc: 0.9761 - val_loss: 0.2277 - val_auc: 0.9623 - 598ms/epoch - 5ms/step
Epoch 4821/5000
124/124 - 1s - loss: 0.1838 - auc: 0.9789 - val_loss: 0.2360 - val_auc: 0.9541 - 607ms/epoch - 5ms/step
Epoch 4822/5000
124/124 - 1s - loss: 0.1879 - auc: 0.9764 - val_loss: 0.2624 - val_auc: 0.9635 - 600ms/epoch - 5ms/step
Epoch 4823/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9780 - val_loss: 0.2160 - val_auc: 0.9632 - 603ms/epoch - 5ms/step
Epoch 4824/5000
124/124 - 1s - loss: 0.1843 - auc: 0.9778 - val_loss: 0.2059 - val_auc: 0.9684 - 593ms/epoch - 5ms/step
Epoch 4825/5000
124/124 - 1s - loss: 0.1887 - auc: 0.9765 - val_loss: 0.2158 - val_auc: 0.9617 - 593ms/epoch - 5ms/step
Epoch 4826/5000
124/124 - 1s - loss: 0.1896 - auc: 0.9774 - val_loss: 0.2148 - val_auc: 0.9614 - 593ms/epoch - 5ms/step
Epoch 4827/5000
124/124 - 1s - loss: 0.1852 - auc: 0.9769 - val_loss: 0.2605 - val_auc: 0.9571 - 596ms/epoch - 5ms/step
Epoch 4828/5000
124/124 - 1s - loss: 0.1849 - auc: 0.9782 - val_loss: 0.2337 - val_auc: 0.9662 - 587ms/epoch - 5ms/step
Epoch 4829/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9764 - val_loss: 0.2049 - val_auc: 0.9665 - 605ms/epoch - 5ms/step
Epoch 4830/5000
124/124 - 1s - loss: 0.1818 - auc: 0.9782 - val_loss: 0.2023 - val_auc: 0.9685 - 601ms/epoch - 5ms/step
Epoch 4831/5000
124/124 - 1s - loss: 0.1951 - auc: 0.9744 - val_loss: 0.1968 - val_auc: 0.9693 - 597ms/epoch - 5ms/step
Epoch 4832/5000
124/124 - 1s - loss: 0.1867 - auc: 0.9769 - val_loss: 0.2126 - val_auc: 0.9657 - 597ms/epoch - 5ms/step
Epoch 4833/5000
124/124 - 1s - loss: 0.1811 - auc: 0.9793 - val_loss: 0.2267 - val_auc: 0.9682 - 595ms/epoch - 5ms/step
Epoch 4834/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9762 - val_loss: 0.2089 - val_auc: 0.9650 - 596ms/epoch - 5ms/step
Epoch 4835/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9775 - val_loss: 0.2152 - val_auc: 0.9678 - 590ms/epoch - 5ms/step
Epoch 4836/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9784 - val_loss: 0.2278 - val_auc: 0.9689 - 539ms/epoch - 4ms/step
Epoch 4837/5000
124/124 - 1s - loss: 0.1897 - auc: 0.9762 - val_loss: 0.2083 - val_auc: 0.9659 - 595ms/epoch - 5ms/step
Epoch 4838/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9783 - val_loss: 0.2023 - val_auc: 0.9688 - 603ms/epoch - 5ms/step
Epoch 4839/5000
124/124 - 1s - loss: 0.1768 - auc: 0.9796 - val_loss: 0.2088 - val_auc: 0.9647 - 591ms/epoch - 5ms/step
Epoch 4840/5000
124/124 - 1s - loss: 0.1813 - auc: 0.9796 - val_loss: 0.2122 - val_auc: 0.9640 - 606ms/epoch - 5ms/step
Epoch 4841/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9758 - val_loss: 0.2499 - val_auc: 0.9628 - 673ms/epoch - 5ms/step
Epoch 4842/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9791 - val_loss: 0.2046 - val_auc: 0.9684 - 619ms/epoch - 5ms/step
Epoch 4843/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9755 - val_loss: 0.2130 - val_auc: 0.9623 - 692ms/epoch - 6ms/step
Epoch 4844/5000
124/124 - 1s - loss: 0.2002 - auc: 0.9720 - val_loss: 0.2225 - val_auc: 0.9642 - 669ms/epoch - 5ms/step
Epoch 4845/5000
124/124 - 1s - loss: 0.1886 - auc: 0.9768 - val_loss: 0.2022 - val_auc: 0.9689 - 627ms/epoch - 5ms/step
Epoch 4846/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9761 - val_loss: 0.2308 - val_auc: 0.9564 - 666ms/epoch - 5ms/step
Epoch 4847/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9779 - val_loss: 0.2248 - val_auc: 0.9611 - 613ms/epoch - 5ms/step
Epoch 4848/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9769 - val_loss: 0.2162 - val_auc: 0.9656 - 619ms/epoch - 5ms/step
Epoch 4849/5000
124/124 - 1s - loss: 0.1797 - auc: 0.9788 - val_loss: 0.2003 - val_auc: 0.9687 - 680ms/epoch - 5ms/step
Epoch 4850/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9777 - val_loss: 0.2033 - val_auc: 0.9669 - 620ms/epoch - 5ms/step
Epoch 4851/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9776 - val_loss: 0.2320 - val_auc: 0.9653 - 600ms/epoch - 5ms/step
Epoch 4852/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9767 - val_loss: 0.2330 - val_auc: 0.9564 - 537ms/epoch - 4ms/step
Epoch 4853/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9781 - val_loss: 0.2215 - val_auc: 0.9659 - 596ms/epoch - 5ms/step
Epoch 4854/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9765 - val_loss: 0.2109 - val_auc: 0.9672 - 606ms/epoch - 5ms/step
Epoch 4855/5000
124/124 - 1s - loss: 0.1882 - auc: 0.9769 - val_loss: 0.2104 - val_auc: 0.9654 - 657ms/epoch - 5ms/step
Epoch 4856/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9782 - val_loss: 0.2715 - val_auc: 0.9585 - 540ms/epoch - 4ms/step
Epoch 4857/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9766 - val_loss: 0.2230 - val_auc: 0.9604 - 592ms/epoch - 5ms/step
Epoch 4858/5000
124/124 - 1s - loss: 0.1900 - auc: 0.9763 - val_loss: 0.2019 - val_auc: 0.9653 - 597ms/epoch - 5ms/step
Epoch 4859/5000
124/124 - 1s - loss: 0.1902 - auc: 0.9763 - val_loss: 0.2293 - val_auc: 0.9598 - 601ms/epoch - 5ms/step
Epoch 4860/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9773 - val_loss: 0.2292 - val_auc: 0.9673 - 588ms/epoch - 5ms/step
Epoch 4861/5000
124/124 - 1s - loss: 0.1935 - auc: 0.9751 - val_loss: 0.2050 - val_auc: 0.9658 - 597ms/epoch - 5ms/step
Epoch 4862/5000
124/124 - 1s - loss: 0.1991 - auc: 0.9735 - val_loss: 0.2354 - val_auc: 0.9576 - 612ms/epoch - 5ms/step
Epoch 4863/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9754 - val_loss: 0.2118 - val_auc: 0.9642 - 657ms/epoch - 5ms/step
Epoch 4864/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9777 - val_loss: 0.2060 - val_auc: 0.9686 - 596ms/epoch - 5ms/step
Epoch 4865/5000
124/124 - 1s - loss: 0.1830 - auc: 0.9791 - val_loss: 0.2158 - val_auc: 0.9641 - 599ms/epoch - 5ms/step
Epoch 4866/5000
124/124 - 1s - loss: 0.1843 - auc: 0.9774 - val_loss: 0.2440 - val_auc: 0.9646 - 562ms/epoch - 5ms/step
Epoch 4867/5000
124/124 - 1s - loss: 0.1814 - auc: 0.9793 - val_loss: 0.2031 - val_auc: 0.9684 - 541ms/epoch - 4ms/step
Epoch 4868/5000
124/124 - 1s - loss: 0.2026 - auc: 0.9729 - val_loss: 0.2282 - val_auc: 0.9647 - 594ms/epoch - 5ms/step
Epoch 4869/5000
124/124 - 1s - loss: 0.1939 - auc: 0.9753 - val_loss: 0.2118 - val_auc: 0.9632 - 590ms/epoch - 5ms/step
Epoch 4870/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9783 - val_loss: 0.2147 - val_auc: 0.9649 - 599ms/epoch - 5ms/step
Epoch 4871/5000
124/124 - 1s - loss: 0.1787 - auc: 0.9802 - val_loss: 0.2143 - val_auc: 0.9629 - 664ms/epoch - 5ms/step
Epoch 4872/5000
124/124 - 1s - loss: 0.1909 - auc: 0.9765 - val_loss: 0.3144 - val_auc: 0.9528 - 609ms/epoch - 5ms/step
Epoch 4873/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9771 - val_loss: 0.2174 - val_auc: 0.9605 - 597ms/epoch - 5ms/step
Epoch 4874/5000
124/124 - 1s - loss: 0.1818 - auc: 0.9778 - val_loss: 0.2168 - val_auc: 0.9624 - 590ms/epoch - 5ms/step
Epoch 4875/5000
124/124 - 1s - loss: 0.1840 - auc: 0.9779 - val_loss: 0.2153 - val_auc: 0.9635 - 596ms/epoch - 5ms/step
Epoch 4876/5000
124/124 - 1s - loss: 0.1792 - auc: 0.9787 - val_loss: 0.2145 - val_auc: 0.9621 - 598ms/epoch - 5ms/step
Epoch 4877/5000
124/124 - 1s - loss: 0.1785 - auc: 0.9797 - val_loss: 0.2115 - val_auc: 0.9632 - 538ms/epoch - 4ms/step
Epoch 4878/5000
124/124 - 1s - loss: 0.1803 - auc: 0.9795 - val_loss: 0.2094 - val_auc: 0.9640 - 661ms/epoch - 5ms/step
Epoch 4879/5000
124/124 - 1s - loss: 0.1954 - auc: 0.9752 - val_loss: 0.2003 - val_auc: 0.9689 - 602ms/epoch - 5ms/step
Epoch 4880/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9778 - val_loss: 0.2065 - val_auc: 0.9652 - 596ms/epoch - 5ms/step
Epoch 4881/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9762 - val_loss: 0.2284 - val_auc: 0.9617 - 599ms/epoch - 5ms/step
Epoch 4882/5000
124/124 - 1s - loss: 0.1810 - auc: 0.9791 - val_loss: 0.2168 - val_auc: 0.9669 - 594ms/epoch - 5ms/step
Epoch 4883/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9772 - val_loss: 0.2143 - val_auc: 0.9624 - 600ms/epoch - 5ms/step
Epoch 4884/5000
124/124 - 1s - loss: 0.1857 - auc: 0.9781 - val_loss: 0.2049 - val_auc: 0.9665 - 595ms/epoch - 5ms/step
Epoch 4885/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9771 - val_loss: 0.2206 - val_auc: 0.9676 - 599ms/epoch - 5ms/step
Epoch 4886/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9768 - val_loss: 0.2158 - val_auc: 0.9648 - 598ms/epoch - 5ms/step
Epoch 4887/5000
124/124 - 1s - loss: 0.1823 - auc: 0.9792 - val_loss: 0.2070 - val_auc: 0.9677 - 592ms/epoch - 5ms/step
Epoch 4888/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9777 - val_loss: 0.2122 - val_auc: 0.9645 - 539ms/epoch - 4ms/step
Epoch 4889/5000
124/124 - 1s - loss: 0.1766 - auc: 0.9798 - val_loss: 0.2101 - val_auc: 0.9657 - 656ms/epoch - 5ms/step
Epoch 4890/5000
124/124 - 1s - loss: 0.2000 - auc: 0.9739 - val_loss: 0.2488 - val_auc: 0.9599 - 607ms/epoch - 5ms/step
Epoch 4891/5000
124/124 - 1s - loss: 0.2026 - auc: 0.9732 - val_loss: 0.2528 - val_auc: 0.9596 - 597ms/epoch - 5ms/step
Epoch 4892/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9792 - val_loss: 0.2131 - val_auc: 0.9648 - 593ms/epoch - 5ms/step
Epoch 4893/5000
124/124 - 1s - loss: 0.1862 - auc: 0.9773 - val_loss: 0.2114 - val_auc: 0.9641 - 597ms/epoch - 5ms/step
Epoch 4894/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9772 - val_loss: 0.2140 - val_auc: 0.9649 - 545ms/epoch - 4ms/step
Epoch 4895/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9780 - val_loss: 0.2143 - val_auc: 0.9637 - 606ms/epoch - 5ms/step
Epoch 4896/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9782 - val_loss: 0.2092 - val_auc: 0.9672 - 599ms/epoch - 5ms/step
Epoch 4897/5000
124/124 - 1s - loss: 0.1875 - auc: 0.9769 - val_loss: 0.2100 - val_auc: 0.9658 - 598ms/epoch - 5ms/step
Epoch 4898/5000
124/124 - 1s - loss: 0.1825 - auc: 0.9789 - val_loss: 0.2033 - val_auc: 0.9686 - 602ms/epoch - 5ms/step
Epoch 4899/5000
124/124 - 1s - loss: 0.1872 - auc: 0.9770 - val_loss: 0.2739 - val_auc: 0.9525 - 590ms/epoch - 5ms/step
Epoch 4900/5000
124/124 - 1s - loss: 0.2041 - auc: 0.9720 - val_loss: 0.2426 - val_auc: 0.9576 - 598ms/epoch - 5ms/step
Epoch 4901/5000
124/124 - 1s - loss: 0.1911 - auc: 0.9772 - val_loss: 0.2084 - val_auc: 0.9655 - 602ms/epoch - 5ms/step
Epoch 4902/5000
124/124 - 1s - loss: 0.1851 - auc: 0.9772 - val_loss: 0.2102 - val_auc: 0.9643 - 597ms/epoch - 5ms/step
Epoch 4903/5000
124/124 - 1s - loss: 0.1869 - auc: 0.9780 - val_loss: 0.2399 - val_auc: 0.9662 - 600ms/epoch - 5ms/step
Epoch 4904/5000
124/124 - 1s - loss: 0.1826 - auc: 0.9787 - val_loss: 0.2163 - val_auc: 0.9617 - 593ms/epoch - 5ms/step
Epoch 4905/5000
124/124 - 1s - loss: 0.1804 - auc: 0.9785 - val_loss: 0.2156 - val_auc: 0.9642 - 609ms/epoch - 5ms/step
Epoch 4906/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9785 - val_loss: 0.2128 - val_auc: 0.9645 - 606ms/epoch - 5ms/step
Epoch 4907/5000
124/124 - 1s - loss: 0.1899 - auc: 0.9768 - val_loss: 0.2187 - val_auc: 0.9639 - 614ms/epoch - 5ms/step
Epoch 4908/5000
124/124 - 1s - loss: 0.1901 - auc: 0.9760 - val_loss: 0.2121 - val_auc: 0.9653 - 667ms/epoch - 5ms/step
Epoch 4909/5000
124/124 - 1s - loss: 0.1819 - auc: 0.9791 - val_loss: 0.2149 - val_auc: 0.9690 - 618ms/epoch - 5ms/step
Epoch 4910/5000
124/124 - 1s - loss: 0.1904 - auc: 0.9755 - val_loss: 0.2093 - val_auc: 0.9669 - 671ms/epoch - 5ms/step
Epoch 4911/5000
124/124 - 1s - loss: 0.1775 - auc: 0.9799 - val_loss: 0.2032 - val_auc: 0.9678 - 631ms/epoch - 5ms/step
Epoch 4912/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9790 - val_loss: 0.2662 - val_auc: 0.9677 - 657ms/epoch - 5ms/step
Epoch 4913/5000
124/124 - 1s - loss: 0.1999 - auc: 0.9736 - val_loss: 0.2179 - val_auc: 0.9606 - 618ms/epoch - 5ms/step
Epoch 4914/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9768 - val_loss: 0.2042 - val_auc: 0.9669 - 618ms/epoch - 5ms/step
Epoch 4915/5000
124/124 - 1s - loss: 0.1920 - auc: 0.9757 - val_loss: 0.2328 - val_auc: 0.9555 - 599ms/epoch - 5ms/step
Epoch 4916/5000
124/124 - 1s - loss: 0.1925 - auc: 0.9753 - val_loss: 0.2266 - val_auc: 0.9624 - 602ms/epoch - 5ms/step
Epoch 4917/5000
124/124 - 1s - loss: 0.1815 - auc: 0.9789 - val_loss: 0.2100 - val_auc: 0.9652 - 657ms/epoch - 5ms/step
Epoch 4918/5000
124/124 - 1s - loss: 0.1846 - auc: 0.9772 - val_loss: 0.2127 - val_auc: 0.9643 - 601ms/epoch - 5ms/step
Epoch 4919/5000
124/124 - 1s - loss: 0.1820 - auc: 0.9781 - val_loss: 0.2165 - val_auc: 0.9664 - 599ms/epoch - 5ms/step
Epoch 4920/5000
124/124 - 1s - loss: 0.1842 - auc: 0.9782 - val_loss: 0.2315 - val_auc: 0.9646 - 595ms/epoch - 5ms/step
Epoch 4921/5000
124/124 - 1s - loss: 0.1906 - auc: 0.9763 - val_loss: 0.2186 - val_auc: 0.9644 - 595ms/epoch - 5ms/step
Epoch 4922/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9765 - val_loss: 0.1988 - val_auc: 0.9684 - 593ms/epoch - 5ms/step
Epoch 4923/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9763 - val_loss: 0.2089 - val_auc: 0.9667 - 598ms/epoch - 5ms/step
Epoch 4924/5000
124/124 - 1s - loss: 0.1760 - auc: 0.9799 - val_loss: 0.2072 - val_auc: 0.9660 - 545ms/epoch - 4ms/step
Epoch 4925/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9773 - val_loss: 0.2161 - val_auc: 0.9616 - 660ms/epoch - 5ms/step
Epoch 4926/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9782 - val_loss: 0.2701 - val_auc: 0.9612 - 600ms/epoch - 5ms/step
Epoch 4927/5000
124/124 - 1s - loss: 0.1985 - auc: 0.9739 - val_loss: 0.2252 - val_auc: 0.9647 - 595ms/epoch - 5ms/step
Epoch 4928/5000
124/124 - 1s - loss: 0.1856 - auc: 0.9772 - val_loss: 0.2149 - val_auc: 0.9627 - 611ms/epoch - 5ms/step
Epoch 4929/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9773 - val_loss: 0.1993 - val_auc: 0.9678 - 609ms/epoch - 5ms/step
Epoch 4930/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9768 - val_loss: 0.2094 - val_auc: 0.9636 - 597ms/epoch - 5ms/step
Epoch 4931/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9758 - val_loss: 0.2352 - val_auc: 0.9610 - 600ms/epoch - 5ms/step
Epoch 4932/5000
124/124 - 1s - loss: 0.1976 - auc: 0.9741 - val_loss: 0.2258 - val_auc: 0.9629 - 596ms/epoch - 5ms/step
Epoch 4933/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9763 - val_loss: 0.2131 - val_auc: 0.9647 - 601ms/epoch - 5ms/step
Epoch 4934/5000
124/124 - 1s - loss: 0.1893 - auc: 0.9755 - val_loss: 0.2259 - val_auc: 0.9612 - 598ms/epoch - 5ms/step
Epoch 4935/5000
124/124 - 1s - loss: 0.1828 - auc: 0.9778 - val_loss: 0.2344 - val_auc: 0.9610 - 603ms/epoch - 5ms/step
Epoch 4936/5000
124/124 - 1s - loss: 0.1910 - auc: 0.9749 - val_loss: 0.2199 - val_auc: 0.9608 - 657ms/epoch - 5ms/step
Epoch 4937/5000
124/124 - 1s - loss: 0.1931 - auc: 0.9747 - val_loss: 0.2125 - val_auc: 0.9606 - 607ms/epoch - 5ms/step
Epoch 4938/5000
124/124 - 1s - loss: 0.1919 - auc: 0.9756 - val_loss: 0.2124 - val_auc: 0.9652 - 620ms/epoch - 5ms/step
Epoch 4939/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9774 - val_loss: 0.2153 - val_auc: 0.9653 - 669ms/epoch - 5ms/step
Epoch 4940/5000
124/124 - 1s - loss: 0.1818 - auc: 0.9788 - val_loss: 0.2162 - val_auc: 0.9599 - 614ms/epoch - 5ms/step
Epoch 4941/5000
124/124 - 1s - loss: 0.1761 - auc: 0.9800 - val_loss: 0.2134 - val_auc: 0.9655 - 611ms/epoch - 5ms/step
Epoch 4942/5000
124/124 - 1s - loss: 0.1834 - auc: 0.9778 - val_loss: 0.1983 - val_auc: 0.9684 - 612ms/epoch - 5ms/step
Epoch 4943/5000
124/124 - 1s - loss: 0.1825 - auc: 0.9793 - val_loss: 0.2114 - val_auc: 0.9624 - 610ms/epoch - 5ms/step
Epoch 4944/5000
124/124 - 1s - loss: 0.1798 - auc: 0.9791 - val_loss: 0.2035 - val_auc: 0.9688 - 611ms/epoch - 5ms/step
Epoch 4945/5000
124/124 - 1s - loss: 0.1839 - auc: 0.9788 - val_loss: 0.2084 - val_auc: 0.9663 - 610ms/epoch - 5ms/step
Epoch 4946/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9745 - val_loss: 0.2335 - val_auc: 0.9665 - 593ms/epoch - 5ms/step
Epoch 4947/5000
124/124 - 1s - loss: 0.1938 - auc: 0.9759 - val_loss: 0.2265 - val_auc: 0.9587 - 596ms/epoch - 5ms/step
Epoch 4948/5000
124/124 - 1s - loss: 0.1885 - auc: 0.9770 - val_loss: 0.2130 - val_auc: 0.9627 - 596ms/epoch - 5ms/step
Epoch 4949/5000
124/124 - 1s - loss: 0.1890 - auc: 0.9769 - val_loss: 0.2142 - val_auc: 0.9646 - 591ms/epoch - 5ms/step
Epoch 4950/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9738 - val_loss: 0.2264 - val_auc: 0.9657 - 587ms/epoch - 5ms/step
Epoch 4951/5000
124/124 - 1s - loss: 0.1918 - auc: 0.9759 - val_loss: 0.2672 - val_auc: 0.9540 - 601ms/epoch - 5ms/step
Epoch 4952/5000
124/124 - 1s - loss: 0.1971 - auc: 0.9740 - val_loss: 0.2088 - val_auc: 0.9648 - 603ms/epoch - 5ms/step
Epoch 4953/5000
124/124 - 1s - loss: 0.1908 - auc: 0.9759 - val_loss: 0.2433 - val_auc: 0.9606 - 606ms/epoch - 5ms/step
Epoch 4954/5000
124/124 - 1s - loss: 0.2051 - auc: 0.9732 - val_loss: 0.2397 - val_auc: 0.9603 - 610ms/epoch - 5ms/step
Epoch 4955/5000
124/124 - 1s - loss: 0.1898 - auc: 0.9769 - val_loss: 0.2006 - val_auc: 0.9702 - 595ms/epoch - 5ms/step
Epoch 4956/5000
124/124 - 1s - loss: 0.1849 - auc: 0.9781 - val_loss: 0.2287 - val_auc: 0.9653 - 588ms/epoch - 5ms/step
Epoch 4957/5000
124/124 - 1s - loss: 0.1849 - auc: 0.9782 - val_loss: 0.2127 - val_auc: 0.9643 - 602ms/epoch - 5ms/step
Epoch 4958/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9743 - val_loss: 0.2117 - val_auc: 0.9651 - 595ms/epoch - 5ms/step
Epoch 4959/5000
124/124 - 1s - loss: 0.1884 - auc: 0.9771 - val_loss: 0.2152 - val_auc: 0.9641 - 591ms/epoch - 5ms/step
Epoch 4960/5000
124/124 - 1s - loss: 0.1899 - auc: 0.9755 - val_loss: 0.2366 - val_auc: 0.9627 - 617ms/epoch - 5ms/step
Epoch 4961/5000
124/124 - 1s - loss: 0.1834 - auc: 0.9784 - val_loss: 0.2064 - val_auc: 0.9667 - 656ms/epoch - 5ms/step
Epoch 4962/5000
124/124 - 1s - loss: 0.1855 - auc: 0.9778 - val_loss: 0.2213 - val_auc: 0.9641 - 606ms/epoch - 5ms/step
Epoch 4963/5000
124/124 - 1s - loss: 0.1860 - auc: 0.9773 - val_loss: 0.2055 - val_auc: 0.9677 - 594ms/epoch - 5ms/step
Epoch 4964/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9769 - val_loss: 0.2233 - val_auc: 0.9592 - 652ms/epoch - 5ms/step
Epoch 4965/5000
124/124 - 1s - loss: 0.1933 - auc: 0.9753 - val_loss: 0.2235 - val_auc: 0.9656 - 563ms/epoch - 5ms/step
Epoch 4966/5000
124/124 - 1s - loss: 0.1829 - auc: 0.9782 - val_loss: 0.2068 - val_auc: 0.9668 - 604ms/epoch - 5ms/step
Epoch 4967/5000
124/124 - 1s - loss: 0.1844 - auc: 0.9784 - val_loss: 0.2076 - val_auc: 0.9663 - 597ms/epoch - 5ms/step
Epoch 4968/5000
124/124 - 1s - loss: 0.1892 - auc: 0.9769 - val_loss: 0.1972 - val_auc: 0.9685 - 602ms/epoch - 5ms/step
Epoch 4969/5000
124/124 - 1s - loss: 0.1854 - auc: 0.9778 - val_loss: 0.2099 - val_auc: 0.9645 - 660ms/epoch - 5ms/step
Epoch 4970/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9784 - val_loss: 0.2127 - val_auc: 0.9624 - 609ms/epoch - 5ms/step
Epoch 4971/5000
124/124 - 1s - loss: 0.1859 - auc: 0.9774 - val_loss: 0.2151 - val_auc: 0.9653 - 601ms/epoch - 5ms/step
Epoch 4972/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9773 - val_loss: 0.2020 - val_auc: 0.9678 - 602ms/epoch - 5ms/step
Epoch 4973/5000
124/124 - 1s - loss: 0.1972 - auc: 0.9736 - val_loss: 0.2194 - val_auc: 0.9688 - 597ms/epoch - 5ms/step
Epoch 4974/5000
124/124 - 1s - loss: 0.1847 - auc: 0.9777 - val_loss: 0.2040 - val_auc: 0.9656 - 614ms/epoch - 5ms/step
Epoch 4975/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9780 - val_loss: 0.2149 - val_auc: 0.9619 - 601ms/epoch - 5ms/step
Epoch 4976/5000
124/124 - 1s - loss: 0.1881 - auc: 0.9771 - val_loss: 0.2055 - val_auc: 0.9679 - 599ms/epoch - 5ms/step
Epoch 4977/5000
124/124 - 1s - loss: 0.1870 - auc: 0.9777 - val_loss: 0.2269 - val_auc: 0.9613 - 703ms/epoch - 6ms/step
Epoch 4978/5000
124/124 - 1s - loss: 0.1912 - auc: 0.9752 - val_loss: 0.2519 - val_auc: 0.9536 - 761ms/epoch - 6ms/step
Epoch 4979/5000
124/124 - 1s - loss: 0.1888 - auc: 0.9768 - val_loss: 0.2164 - val_auc: 0.9649 - 817ms/epoch - 7ms/step
Epoch 4980/5000
124/124 - 1s - loss: 0.1914 - auc: 0.9769 - val_loss: 0.2208 - val_auc: 0.9595 - 783ms/epoch - 6ms/step
Epoch 4981/5000
124/124 - 1s - loss: 0.1850 - auc: 0.9770 - val_loss: 0.2243 - val_auc: 0.9645 - 609ms/epoch - 5ms/step
Epoch 4982/5000
124/124 - 1s - loss: 0.1837 - auc: 0.9787 - val_loss: 0.2296 - val_auc: 0.9614 - 615ms/epoch - 5ms/step
Epoch 4983/5000
124/124 - 1s - loss: 0.1835 - auc: 0.9775 - val_loss: 0.2066 - val_auc: 0.9678 - 675ms/epoch - 5ms/step
Epoch 4984/5000
124/124 - 1s - loss: 0.1903 - auc: 0.9757 - val_loss: 0.2028 - val_auc: 0.9680 - 622ms/epoch - 5ms/step
Epoch 4985/5000
124/124 - 1s - loss: 0.1841 - auc: 0.9778 - val_loss: 0.2198 - val_auc: 0.9593 - 674ms/epoch - 5ms/step
Epoch 4986/5000
124/124 - 1s - loss: 0.1848 - auc: 0.9771 - val_loss: 0.2221 - val_auc: 0.9631 - 619ms/epoch - 5ms/step
Epoch 4987/5000
124/124 - 1s - loss: 0.1843 - auc: 0.9779 - val_loss: 0.2339 - val_auc: 0.9654 - 672ms/epoch - 5ms/step
Epoch 4988/5000
124/124 - 1s - loss: 0.2022 - auc: 0.9720 - val_loss: 0.2275 - val_auc: 0.9628 - 616ms/epoch - 5ms/step
Epoch 4989/5000
124/124 - 1s - loss: 0.1845 - auc: 0.9774 - val_loss: 0.2062 - val_auc: 0.9690 - 668ms/epoch - 5ms/step
Epoch 4990/5000
124/124 - 1s - loss: 0.1786 - auc: 0.9797 - val_loss: 0.2255 - val_auc: 0.9665 - 616ms/epoch - 5ms/step
Epoch 4991/5000
124/124 - 1s - loss: 0.1833 - auc: 0.9772 - val_loss: 0.2294 - val_auc: 0.9621 - 627ms/epoch - 5ms/step
Epoch 4992/5000
124/124 - 1s - loss: 0.1786 - auc: 0.9784 - val_loss: 0.1977 - val_auc: 0.9678 - 654ms/epoch - 5ms/step
Epoch 4993/5000
124/124 - 1s - loss: 0.1826 - auc: 0.9775 - val_loss: 0.2034 - val_auc: 0.9677 - 612ms/epoch - 5ms/step
Epoch 4994/5000
124/124 - 1s - loss: 0.1831 - auc: 0.9787 - val_loss: 0.2328 - val_auc: 0.9639 - 599ms/epoch - 5ms/step
Epoch 4995/5000
124/124 - 1s - loss: 0.1865 - auc: 0.9766 - val_loss: 0.2247 - val_auc: 0.9682 - 606ms/epoch - 5ms/step
Epoch 4996/5000
124/124 - 1s - loss: 0.1864 - auc: 0.9768 - val_loss: 0.2269 - val_auc: 0.9641 - 608ms/epoch - 5ms/step
Epoch 4997/5000
124/124 - 1s - loss: 0.1905 - auc: 0.9762 - val_loss: 0.2064 - val_auc: 0.9679 - 613ms/epoch - 5ms/step
Epoch 4998/5000
124/124 - 1s - loss: 0.1813 - auc: 0.9774 - val_loss: 0.2063 - val_auc: 0.9663 - 614ms/epoch - 5ms/step
Epoch 4999/5000
124/124 - 1s - loss: 0.1959 - auc: 0.9746 - val_loss: 0.2089 - val_auc: 0.9673 - 670ms/epoch - 5ms/step
Epoch 5000/5000
124/124 - 1s - loss: 0.1924 - auc: 0.9766 - val_loss: 0.2459 - val_auc: 0.9658 - 621ms/epoch - 5ms/step

ROC-AUC на обучающей выборке: 0.92609
ROC-AUC на валидационной выборке: 0.92184
CPU times: user 40min 38s, sys: 10min 54s, total: 51min 32s
Wall time: 52min 7s

model_n1.summary()

Model: "sequential_1"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 dense_1 (Dense)             (None, 78)                2106      
                                                                 
 dense_2 (Dense)             (None, 52)                4108      
                                                                 
 dense_3 (Dense)             (None, 4)                 212       
                                                                 
 dense_4 (Dense)             (None, 1)                 5         
                                                                 
=================================================================
Total params: 6,431
Trainable params: 6,431
Non-trainable params: 0
_________________________________________________________________

Сперва значения ROC-AUC на тренировочной и валидационной выборках получались разные и неблизкие, что намекает на недообученность модели на этом этапе. Однако в ходе настройки сети (функции активации, число итерций) ситуация в значительной мере улучшилась. Судя по summary() общее число связей получалось довольно большим, для достижения лучших результатов число параметров было уменьшено, а количество эпох - увеличено. Настраивать порог считаю неэффективным из-за случайных объектов, отражённых в тестовой выборке.

В целом создание нейросетей для задач классификации табличных данных заслуживает внимания, но этот процесс довольно ресурсоёмок и спроектировать сеть с удачной архитектурой довольно непросто, в данной работе эксперимент привёл к параметрам, указанным выше и на этом мы остановимся.

Вывод:

• Правильный выбор размера сети очень важен (т.е. количество связей между нейронами, которые настраиваются в процессе обучения и обратного распространения ошибки). Сеть с малым количеством весов наврядли выполнит сложное и качественное разделение классов, а чрезмерное увеличение числа связей (до значений количества объектов в обучающией выборке и выше его) вероятнее всего принудит сеть к простому запоминанию и воспроизведению всех комбинаций из обучающих примеров. Предсказание такой "переразмеренной" нейросети на обучающих данных будет носить идеальный характер, а на тестовых - случайный для не участвовавших в процессе обучения объектах, что сделает использование классификатора бессмысленным.

• Очевидно, что увеличение числа обучающих примеров или сокращение числа связей при их избытке позволят улучшить обобщающие способности сети, но оба этих пути чреваты ростом затрат на вычисления или ухудшением точности предсказаний сети. Механизм обратного распространения ошибки в свою очередь также позволяет увеличить точность предсказаний сети, но требует роста числа эпох, что сильно увеличивает время вычислений. Имеющаяся рхитектура модели выстроилась в порядке эксперимента и имеет потенциал к улучшению.

Выбор наилучшего решения. Выводы.

Построение и анализ поведения моделей завершены, выведем общие результаты и сравним модели между собой.

# ROC-AUC построенных моделей
print('ROC-AUC построенных моделей:')
pd.DataFrame.from_dict(roc_auc_scores,
                       orient='index',
                       columns=['ROC-AUC']).sort_values(by='ROC-AUC', ascending=True).round(4)

ROC-AUC построенных моделей:

	ROC-AUC
CЛУЧАЙНАЯ модель	0.5000
КОНСТАНТНАЯ модель	0.5000
Нейросеть (логистич.регрессия)	0.8801
Нейросеть (полносвязная многослойная)	0.8957
Случайный лес	0.9353
Градиентный бустинг CatBoost	0.9599
Логистическоая регрессия	0.9712

По выбранной метрике ROC-AUC лучший результат, как это ни удивительно, показала логистическая регрессия, её мы и примем за финальную модель. Оценим качество на отложенной тестовой выборке. Дополнительной метрикой считалась accuracy, вычислим также её. Результаты получим кросс-валидацией.

# получим метрики лучшей модели на тестовой выборке с пом. кросс-валидации
scores = cross_validate(LR_clf.best_estimator_,
                        features_test,
                        target_test,
                        cv=10,
                        scoring=['roc_auc', 'accuracy'])
print('Метрики лучшей модели на тестовой выборке (в кросс-валиадции):')
print('-\tROC-AUC =', scores['test_roc_auc'].mean().round(5))
print('-\tAccuracy =', scores['test_accuracy'].mean().round(5))

Метрики лучшей модели на тестовой выборке (в кросс-валиадции):
-	ROC-AUC = 0.96798
-	Accuracy = 0.91537

Проверим предположение о том, что спонтанное изменение порога на тестовой выборке скорее повредит качеству модели, чем поможет, т.к. данные в тестовой выборке имеют случайный характер, не совпадающий с тренировочными данными.

# получим roc-auc лучшей модели на тестовой выборке с пом. кросс-валидации и изменённым порогом
probabilities_one_cv = cross_val_predict(LR_clf.best_estimator_,
                                         features_test, target_test,
                                         cv=5, n_jobs=-1, verbose=2,
                                         method='predict_proba')[:,1] > 0.244

print('Метрики лучшей модели на тестовой выборке (кросс-валиадция + измененённый порог):')
print('-\tROC-AUC =', roc_auc_score(target_test, probabilities_one_cv).round(5))

[Parallel(n_jobs=-1)]: Using backend SequentialBackend with 1 concurrent workers.
[Parallel(n_jobs=-1)]: Done   1 out of   1 | elapsed:    0.1s remaining:    0.0s

Метрики лучшей модели на тестовой выборке (кросс-валиадция + измененённый порог):
-	ROC-AUC = 0.89526

[Parallel(n_jobs=-1)]: Done   5 out of   5 | elapsed:    0.5s finished

Метрика снижается, порог лучше не менять. Интересно сравнить результаты логистической регрессии LR_clf с показателями модели градиентного бустинга CatBoost, а также с предсказаниями нейросети. Это просто модельное сравнение, результат понятен из абзаца выше.

# словарь с параметрами модели
params = {}
params['loss_function'] = 'Logloss'
params['iterations'] = model.get_params().get('iterations')
params['eval_metric'] = 'AUC'
params['random_seed'] = 606
params['learning_rate'] = model.get_params().get('learning_rate')

# функция кросс-валидации CatBoost
cv_data = cv(
    params = params,
    pool = Pool(features_test, label=target_test, cat_features=cat_bool_features),
    fold_count=5,
    shuffle=True,
    partition_random_seed=0,
    stratified=True,
    verbose=False
)

# вывод результатов
print('ROC-AUC мера модели градиентного бустинга на кросс-валиадции, со стратификацией (усреднённая):',
      np.mean(cv_data["test-AUC-mean"]).round(5))
print(f'Лучшая ROC-AUC мера модели на кросс-валиадции: {model.best_score_.get("validation").get("AUC"):.5f}')

# сделаем также проверку предсказаний нейросети на тестовой выборке
# нормализуем значения признаков к диапазону 0-1
scaler = MinMaxScaler(feature_range=(0, 1))

# + ColumnTransformer на исходные features
features_test_neu = scaler.fit_transform(prepr.fit_transform(features_test))

pred_test_n1 = model_n1.predict(features_test_neu) > 0.5
pred_test_n = model_n.predict(features_test_neu) > 0.5
print()
print("ROC-AUC нейросети - логистич.регрессии на тестовой выборке:", roc_auc_score(target_test,pred_test_n1).round(5))
print("ROC-AUC нейросети - многослойной, полносвязной на тестовой выборке:", roc_auc_score(target_test,pred_test_n).round(5))

Training on fold [0/5]

bestTest = 0.9369917029
bestIteration = 263

Training on fold [1/5]

bestTest = 0.9716996632
bestIteration = 193

Training on fold [2/5]

bestTest = 0.9529206626
bestIteration = 143

Training on fold [3/5]

bestTest = 0.9536264375
bestIteration = 299

Training on fold [4/5]

bestTest = 0.9653663416
bestIteration = 268

ROC-AUC мера модели градиентного бустинга на кросс-валиадции, со стратификацией (усреднённая): 0.94488
Лучшая ROC-AUC мера модели на кросс-валиадции: 0.96641

ROC-AUC нейросети - логистич.регрессии на тестовой выборке: 0.89089
ROC-AUC нейросети - многослойной, полносвязной на тестовой выборке: 0.89029

Значимость признаков, дисбаланс классов в целевом признаке.

Окончательно убедившись в превосходстве выбранной модели логистической регрессии LR_clf, рассмотрим подробнее "внутреннее устройство" результата:

• как модель определяет значимость признаков (какие из них внесли наибольший вклад в результат),
• как модель обрабатывает классы целевого признака (по матрице ошибок и отчёту классификации).

Это важная финальная часть модельной работы, сделаем соотв. график и построим матрцицы. В данном случае проведём проверку на тестовой части выборки - features_test. Модель линейной регрессии не работает с методом feature_importances_, поэтому график значимости признаков строился с помощью permutation_importance.

# построим график значимости признаков на основе permutation_importance
features_names = features_test.columns #названия столбцов

# получение словаря с permutation_importance
result = permutation_importance(LR_clf.best_estimator_, features_test, target_test, n_repeats=10, random_state=state)

# преобразуем в pd.Series для построения гистограммы
model_importances = pd.Series(result['importances_mean'], index=features_names)

# построение гистограммы значений со станд. отклонением
fig, ax = plt.subplots(figsize=(10,7))
model_importances.plot.bar(yerr=result['importances_std'], ax=ax)
ax.set_title("Feature importances")
ax.set_ylabel("Среднее значение")
fig.tight_layout()
plt.show()

Если верить полученному графику, то наибольшую значимость для модели представляют 2-3 столбца при чём с небольшим станд. отклонением, т.е. по большому счёту модель можно довольно сильно "облегчить", отбросив менее значимые признаки без большого вреда для результата. Или получать предсказания с меньшим количеством входных данных. Сгенерированный признак удельный платёж действительно оказался значимым.

Существует несколько способов получить один критерий качества на основе точности и полноты. Один из них — F1-мера, она удобна, т.к. среднее гармоническое близко к нулю, если хотя бы один из аргументов близок к нулю. Чаще всего используется с множителем β=1, хотя встречаются и другие варианты (F2 - сильнее реагирует на recall, т. е. на долю ложноположительных ответов, а F0.5 чувствительнее к точности, т.е. ослабляет влияние ложноположительных ответов).

Функция classification_report из sklearn возвращающает recall, precision и F-меру для каждого из классов, а также количество экземпляров каждого класса, и, наряду с матрицей ошибок, даёт достаточно информации для понимания того, как текущая модель работает с классами целевого признака, что довольно значимо в случае несбалансированной выборки.

# classification_report
y_true = target_test
y_pred = LR_clf.best_estimator_.predict(features_test)
target_names = ['class 0', 'class 1']
print('Матрица мер классов целевого признака (на тестовой выборке):\n')
print(classification_report(y_true, y_pred, target_names=target_names))
#print(confusion_matrix(y_true, y_pred))

# матрица ошибок
print('\nМатрица ошибок (на тестовой выборке):')
ConfusionMatrixDisplay(confusion_matrix(y_true, y_pred), display_labels=target_names).plot()
plt.show()

Матрица мер классов целевого признака (на тестовой выборке):

              precision    recall  f1-score   support

     class 0       0.82      0.90      0.86       467
     class 1       0.96      0.93      0.95      1294

    accuracy                           0.92      1761
   macro avg       0.89      0.92      0.90      1761
weighted avg       0.93      0.92      0.92      1761


Матрица ошибок (на тестовой выборке):

Дисбаланс классов влияет на результаты предсказаний модели, поскольку выборка была стратифицирована по целевому признаку, то и дисбаланс в равной мере переместился в тестовые данные. Зная о преимущественном характере ложных срабатываний модели, можно корректировать её поведение, в качестве ориентира выбрав не F1, а иную F-меру в зависимости от значимости ложных значений для класссификации, либо иначе взвешивая классы при обучении.

Хотя в представленной модели результаты видятся вполне удачными, т.к. на тесте модель среди 1761 записей верно определила 1623, ложно сработала в 92 случаев пометив их как готовых уйти (и в результате компания могла потратить на их удержание какие-то средства) и лишь в 46 случаев были "необработанные" потери, которые составляют порядка 10% от истино ложных случаев.

Вывод:

• Полученная модель позволяет предсказывать отток клиентов оператора, показатели точности можно изучить более подробно для понимания области применимости модели. На основании предсказаний можно предпринимать усилия по удержанию клиентов потенциально готовых прекратить использование услуг оператора. Теперь делать это можно не в случайном порядке, а имея обоснование и затрачивая меньше ресурсов.

• Если грубых ошибок в исследовании не допущено, то можно сделать вывод, что потенциал применения "классических" алгоритмов машинного обучения далеко не исчерпан и не обязателно в любой задаче применять бустинговые модели или нейронные сети, если схожих показателей можно достичь быстрее и соответсвенно с меньшими затратами.

Сохранение результатов.

Сохраним итоговые результаты.

Чтобы сохранить обученную модель в нужном формате, применим функцию библиотеки joblib — dump.

import joblib
from joblib import dump

# Сохранение модели
models_to_save = [LR_clf.best_estimator_]
models_path = ['Logistic_Regression.joblib']

for i in range(len(models_to_save)):
    # Сохранение обученной модели. Первый аргумент - модель, второй аргумент - путь к файлу.
    joblib.dump(models_to_save[i], models_path[i])
    print(f'Модель {i}-{models_path[i][:-7]} сохранена в файле: {models_path[i]}')

Модель 0-Logistic_Regression сохранена в файле: Logistic_Regression.joblib

Открыть и запустить модель можно функцией load.

import joblib
# аргумент - путь к файлу
# возращаемое значение - модель
model = joblib.load('model.joblib')

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